├── .gitignore ├── README.md ├── doc └── tacs2014 │ ├── references.bib │ ├── fig │ ├── yama-ryuu-kane.eps │ ├── stroke-categories.eps │ └── experimental-implementation.eps │ └── article.tex └── data ├── cluster-k20-abfgh.csv ├── cluster-k30-abfgh.csv ├── cluster-k40-abfgh.csv └── cluster-k50-abfgh.csv /.gitignore: -------------------------------------------------------------------------------- 1 | 2 | *.un~ 3 | *.tmp 4 | *.swp 5 | *.swo 6 | *.pyc 7 | *.log 8 | *.aux 9 | *.pdf 10 | *.bbl 11 | *.blg 12 | *.out 13 | 14 | *.ep 15 | *.svg 16 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | Bachelor's thesis on handwritten kanji recognition 2 | ================================================== 3 | 4 | 5 | * Reference management with Mendeley 6 | * Tasks and milestones with GitHub Issues 7 | * Documentation and brainstorming in the repo wiki 8 | * Article and thesis drafts in /doc 9 | 10 | 11 | 12 | Misc. notes 13 | ----------- 14 | 15 | * "[...] changes made in the BP learning algorithm especially for pattern recognition [Joe, 1989]" -- Simulation of a Large-Scale Neural Networks on a Parallel Computer (cite from "A large-scale neural network which recognizes handwritten kanji characters" 16 | -------------------------------------------------------------------------------- /doc/tacs2014/references.bib: -------------------------------------------------------------------------------- 1 | @misc{kanjivg, 2 | title={{KanjiVG}}, 3 | author={Apel, Ulrich}, 4 | url={http://kanjivg.tagaini.net/}, 5 | note={Kanji SVG dataset, Creative Commons BY-SA 3.0. Retrieved 2014-08-16.} 6 | } 7 | 8 | @inproceedings{ciresan2012multi, 9 | title={Multi-column deep neural networks for image classification}, 10 | author={Ciresan, Dan and Meier, Ueli and Schmidhuber, J{\"u}rgen}, 11 | booktitle={Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on}, 12 | pages={3642--3649}, 13 | year={2012}, 14 | organization={IEEE} 15 | } 16 | 17 | @inproceedings{nakai2001substroke, 18 | title={Substroke approach to HMM-based on-line Kanji handwriting recognition}, 19 | author={Nakai, Mitsuru and Akira, Naoto and Shimodaira, Hiroshi and Sagayama, Shigeki}, 20 | booktitle={Document Analysis and Recognition, 2001. Proceedings. Sixth International Conference on}, 21 | pages={491--495}, 22 | year={2001}, 23 | organization={IEEE} 24 | } 25 | 26 | @inproceedings{simard2003best, 27 | title={Best practices for convolutional neural networks applied to visual document analysis}, 28 | author={Simard, Patrice Y and Steinkraus, Dave and Platt, John C}, 29 | booktitle={2013 12th International Conference on Document Analysis and Recognition}, 30 | volume={2}, 31 | pages={958--958}, 32 | year={2003}, 33 | organization={IEEE Computer Society} 34 | } 35 | 36 | @book{hadamitzky2012japanese, 37 | title={Japanese Kanji \& Kana: A Complete Guide to the Japanese Writing System (2,136 Kanji Characters and 92 Kana Phonetic Symbols)}, 38 | author={Hadamitzky, W. and Spahn, M.}, 39 | isbn={9784805311165}, 40 | lccn={2011045143}, 41 | year={2012}, 42 | publisher={Tuttle Publishing} 43 | } 44 | 45 | @book{foerster1994kanji, 46 | title={Kanji ABC: A Systematic Approach to Japanese Characters}, 47 | author={Foerster, Andreas}, 48 | year={1994}, 49 | publisher={Tuttle Publishing} 50 | } 51 | 52 | @book{mardia2005multivariate, 53 | title={Multivariate Analysis}, 54 | author={Mardia, K.V. and Kent, J.T. and Bibby, J.M. and Holmes, S.}, 55 | isbn={9780124712515}, 56 | series={Probability and Mathematical Statistics Series}, 57 | year={2005}, 58 | publisher={Elsevier Academic Press} 59 | } 60 | 61 | @inproceedings{arthur2007k, 62 | title={k-means++: The advantages of careful seeding}, 63 | author={Arthur, David and Vassilvitskii, Sergei}, 64 | booktitle={Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms}, 65 | pages={1027--1035}, 66 | year={2007}, 67 | organization={Society for Industrial and Applied Mathematics} 68 | } 69 | 70 | @article{drineas2004clustering, 71 | title={Clustering large graphs via the singular value decomposition}, 72 | author={Drineas, Petros and Frieze, Alan and Kannan, Ravi and Vempala, Santosh and Vinay, V}, 73 | journal={Machine learning}, 74 | volume={56}, 75 | number={1-3}, 76 | pages={9--33}, 77 | year={2004}, 78 | publisher={Springer} 79 | } 80 | 81 | @inproceedings{yang2003accelerating, 82 | title={Accelerating large character set recognition using pivots}, 83 | author={Yang, Yiping and Velek, Ondrej and Nakagawa, Masaki}, 84 | booktitle={Document Analysis and Recognition, 2003. 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ICDAR 2007. Ninth International Conference on}, 176 | volume={2}, 177 | pages={1188--1192}, 178 | year={2007}, 179 | organization={IEEE} 180 | } 181 | 182 | @article{joe1989large, 183 | title={A large-scale neural network which recognizes handwritten Kanji characters}, 184 | author={Joe, Yoshihiro Mori Kazuki}, 185 | year={1989} 186 | } 187 | 188 | @article{shin2002optimal, 189 | title={Optimal stroke-correspondence search method for on-line character recognition}, 190 | author={Shin, Jung-pil}, 191 | journal={Pattern recognition letters}, 192 | volume={23}, 193 | number={5}, 194 | pages={601--608}, 195 | year={2002}, 196 | publisher={Elsevier} 197 | } 198 | 199 | @inproceedings{razzak2009combining, 200 | title={Combining offline and online preprocessing for online urdu character recognition}, 201 | author={Razzak, Muhammad Imran and Hussain, Syed Afaq and Sher, Muhammad and Khan, Zeeshan Shafi}, 202 | booktitle={Proceedings of the international multiconference of engineers and computer scientists}, 203 | volume={1}, 204 | pages={18--20}, 205 | year={2009} 206 | } 207 | 208 | @article{zhu2014robust, 209 | title={A robust method for coarse classifier construction from a large number of basic recognizers for on-line handwritten Chinese/Japanese character recognition}, 210 | author={Zhu, Bilan and Nakagawa, Masaki}, 211 | journal={Pattern Recognition}, 212 | volume={47}, 213 | number={2}, 214 | pages={685--693}, 215 | year={2014}, 216 | publisher={Elsevier} 217 | } 218 | 219 | @inproceedings{yamamoto1986recognition, 220 | title={Recognition of handprinted characters in the first level of JIS Chinese characters}, 221 | author={Yamamoto, K and Yamada, H and Saito, T and Sakaga, I}, 222 | booktitle={ICPR86: 8th Int. Conf. on Pattern Recognition}, 223 | pages={570--572}, 224 | year={1986} 225 | } 226 | -------------------------------------------------------------------------------- /doc/tacs2014/fig/yama-ryuu-kane.eps: -------------------------------------------------------------------------------- 1 | %!PS-Adobe-3.0 EPSF-3.0 2 | %%Creator: cairo 1.12.16 (http://cairographics.org) 3 | %%CreationDate: Sat Aug 30 02:26:19 2014 4 | %%Pages: 1 5 | %%DocumentData: Clean7Bit 6 | %%LanguageLevel: 2 7 | %%BoundingBox: 0 -1 178 49 8 | %%EndComments 9 | %%BeginProlog 10 | save 11 | 50 dict begin 12 | /q { gsave } bind def 13 | /Q { grestore } bind def 14 | /cm { 6 array astore concat } bind def 15 | /w { setlinewidth } bind def 16 | /J { setlinecap } bind def 17 | /j { setlinejoin } bind def 18 | /M { setmiterlimit } bind def 19 | /d { setdash } bind def 20 | /m { moveto } bind def 21 | /l { lineto } bind def 22 | /c { curveto } bind def 23 | /h { closepath } bind def 24 | /re { exch dup neg 3 1 roll 5 3 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154.238 15.747 c 154.871 14.848 155.543 175 | 14.403 156.254 14.403 c 156.855 14.403 157.16 14.626 157.16 15.075 c 158.129 176 | 15.302 159.102 15.454 160.082 15.528 c 160.082 11.7 l 157.902 11.47 155.727 177 | 11.169 153.551 10.794 c 153.332 10.356 l 153.965 9.895 154.789 9.442 155.801 178 | 8.997 c 157.227 9.298 158.652 9.52 160.082 9.669 c 159.863 5.169 l 153.215 179 | 4.27 148.34 3.673 145.238 3.372 c 145.004 2.919 l 146.098 2.212 147.223 180 | 1.614 148.379 1.122 c 155.543 2.434 162.668 3.263 169.754 3.606 c 172.074 181 | 3.606 174.176 3.528 176.051 3.372 c 177.246 3.372 177.848 3.673 177.848 182 | 4.278 c 177.848 5.548 175.973 6.673 172.223 7.653 c 171.629 6.973 170.957 183 | 6.52 170.207 6.294 c 167.809 6.032 165.258 5.735 162.551 5.403 c 162.785 184 | 10.122 l 164.992 10.423 166.941 10.575 168.629 10.575 c 169.98 10.575 170.66 185 | 10.798 170.66 11.247 c 170.66 12.184 169.457 12.934 167.051 13.497 c 166.527 186 | 13.497 166.008 13.2 165.488 12.606 c 162.785 12.153 l 163.004 15.981 l 187 | 164.129 16.169 165.254 16.313 166.379 16.419 c 167.098 15.52 167.695 15.075 188 | 168.176 15.075 c 168.809 15.075 169.336 15.45 169.754 16.2 c h 189 | 156.035 19.794 m 156.855 19.794 158.207 19.872 160.082 20.028 c 160.082 190 | 17.325 l 158.996 17.251 157.945 17.098 156.926 16.872 c 156.664 17.848 191 | 156.367 18.825 156.035 19.794 c h 192 | 159.629 24.528 m 159.93 24.153 160.082 23.251 160.082 21.825 c 158.434 193 | 21.52 157.008 21.372 155.801 21.372 c 155.613 22.266 155.387 23.169 155.129 194 | 24.075 c 156.035 24.075 157.535 24.223 159.629 24.528 c h 195 | 162.785 24.966 m 164.918 25.266 166.645 25.567 167.957 25.872 c 168.629 196 | 25.653 l 168.324 23.173 167.727 20.692 166.832 18.216 c 165.559 18.11 164.285 197 | 17.966 163.004 17.778 c 163.238 20.466 l 164.09 20.548 164.84 20.626 165.488 198 | 20.7 c 166.383 20.813 166.832 21.11 166.832 21.591 c 166.832 21.966 166.152 199 | 22.489 164.801 23.169 c 164.207 22.763 163.758 22.536 163.457 22.497 c 200 | 163.414 23.661 163.191 24.485 162.785 24.966 c h 201 | 130.832 18.45 m 130.379 18.45 l 130.793 13.95 132.223 11.7 134.66 11.7 202 | c 135.262 11.7 135.566 12.075 135.566 12.825 c 135.566 14.02 135.637 15.45 203 | 135.785 17.106 c 134.887 16.95 134.137 16.872 133.535 16.872 c 132.973 204 | 16.872 132.07 17.395 130.832 18.45 c h 205 | 154.91 37.341 m 154.457 37.341 l 154.457 36.747 154.98 35.473 156.035 33.528 206 | c 156.598 32.622 157.348 32.169 158.285 32.169 c 158.586 32.169 158.738 207 | 32.391 158.738 32.841 c 158.652 34.341 158.504 35.544 158.285 36.45 c 156.898 208 | 36.481 155.773 36.778 154.91 37.341 c h 209 | f 210 | Q Q 211 | showpage 212 | %%Trailer 213 | end restore 214 | %%EOF 215 | -------------------------------------------------------------------------------- /data/cluster-k20-abfgh.csv: -------------------------------------------------------------------------------- 1 | 20 2 | 4.05720823799 0.128146453089 1.96567505721 3.17391304348 1.74370709382 3 | 9.04980842912 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卜 厶 况 下 囚 召 李 与 午 人 巾 劭 妃 升 会 杣 処 只 合 名 把 个 彑 幻 帆 亢 勹 舟 夙 幼 乏 屹 凩 先 爿 必 比 久 抉 囘 沚 右 吊 札 没 乢 迎 尢 屶 玖 殳 抖 入 叭 杖 反 伝 区 汢 状 弌 丨 疒 沛 付 刂 半 仄 尸 礻 外 仏 以 广 允 水 吼 皿 斤 不 方 卮 似 月 矛 沱 巫 之 叩 冽 兀 卯 几 丈 仭 扎 卆 攴 伉 刋 辻 争 求 阡 吋 尓 万 六 引 壬 冬 衣 弓 弋 沌 忖 糸 口 阨 羽 均 歹 向 弃 老 牝 匚 芍 勺 朶 夲 余 叱 而 禾 尹 丁 孕 凵 汗 夕 沫 刃 旡 兄 互 无 亙 沂 扨 呂 呆 吶 冰 乎 斥 也 匁 叨 代 朷 毟 弛 辿 坐 光 火 沒 廾 气 岌 冗 伎 廴 円 礼 汨 辶 夫 仟 仆 幺 次 又 匝 抒 糺 了 矢 朮 含 吝 亡 吃 艮 岑 隶 系 厄 各 米 禸 切 央 少 曰 宏 句 沐 永 穴 上 吟 弁 刔 丐 丞 弘 丸 収 台 池 片 犬 冂 八 凶 牛 皃 皀 孚 瓜 尻 夬 快 机 土 朱 仙 勿 帋 丹 灯 斗 戒 已 圸 布 戉 乂 夛 択 此 朴 辺 曵 払 沈 西 卅 休 包 九 汳 圦 夭 泊 氺 仍 戎 兮 乞 攵 夘 団 来 伐 刈 伏 冊 汀 千 失 它 死 元 弖 一 杁 亠 巳 巴 医 曳 汚 汽 汁 冫 天 泙 亦 𠂊 弔 氏 己 玄 孜 甸 迄 否 兎 母 秀 屯 小 收 决 挑 両 仞 匹 充 回 仂 爻 托 広 毛 叺 冏 夷 士 屮 我 干 亥 司 尖 他 丕 尼 北 衤 木 卞 勾 加 双 山 弟 市 泝 村 妁 牟 叉 卩 仗 文 奴 仔 耒 匂 杏 沖 灬 朸 対 川 吹 瓦 凸 尽 匆 皮 友 尺 困 亅 寸 父 忄 辷 化 去 凹 丶 疋 匕 阝 牙 氵 旬 刄 宀 肖 応 氷 季 汝 耂 予 苡 垉 支 抑 函 戍 委 冱 成 日 爪 末 戈 从 汕 巛 扮 丙 大 抓 仇 女 泛 五 凡 巵 七 冖 同 孑 心 丿 低 25 | 274 戔 兜 炎 吩 蛉 券 祝 滉 洗 殍 袈 炮 染 冶 梭 痰 鼠 泱 能 雨 松 涎 蛻 洛 逧 煎 郛 淹 泳 枌 曷 桜 飢 怜 禽 郤 淡 況 煥 熊 泅 窕 妥 飲 流 濔 氛 來 貧 混 泡 浮 欸 沁 烝 決 姿 液 兇 沢 袰 淌 逃 習 滋 汐 晁 炳 舩 綏 渊 為 深 劵 紮 紛 浄 浹 粉 笞 网 吮 渇 淦 汾 淺 翁 袋 淋 泌 夾 渝 枹 矣 玲 幾 卷 飠 矜 将 楽 治 涕 笵 淨 匈 梵 袂 發 竣 労 衿 伶 漆 鈴 圈 烏 蚣 奚 啖 溜 苓 粤 欧 羚 恊 参 裕 怨 溌 峪 殺 皴 溢 捲 棧 爰 沙 囹 梁 釈 沼 炯 浚 雰 谺 肉 綵 參 悗 沿 零 毬 牋 卵 凌 峻 図 炙 亂 倦 傀 淞 冷 湫 硲 桴 黍 恟 添 灸 汎 偽 渓 浴 峽 粱 滲 脅 泓 偬 秘 逡 浅 爽 溶 汲 淫 娑 滔 料 裘 念 洙 恩 迯 蔘 慘 偈 兌 柊 留 澳 鬯 沃 愛 溪 稔 湲 怱 唆 改 悦 碌 滷 鬼 協 奐 殴 令 剪 洽 陝 洶 漓 鹵 滅 粭 爲 飽 蚫 逖 惨 谷 范 瓰 侭 逑 裲 忿 袍 湯 俊 貿 祭 氾 裟 滾 汰 捻 救 咆 枢 湧 奨 桧 渙 殘 淬 乳 枩 淆 焜 采 涵 忍 洩 悩 惓 洸 悛 蚋 派 翌 26 | 401 莎 柢 俗 俘 窗 俄 俟 俤 彿 狼 約 椈 佚 佝 倹 胸 倭 客 秤 枚 呼 衆 授 嵶 校 叙 侘 稍 疾 侏 俎 傚 断 変 狎 挈 狒 畛 伯 陵 的 兒 搨 杪 発 秩 琢 敘 猴 烋 刎 柩 降 椛 桃 芟 獅 娥 婬 私 莢 唏 枳 翅 屍 併 倏 柝 条 桁 努 利 哀 揆 供 狗 圀 屎 浜 疼 狐 俵 衲 徒 條 惣 囮 粂 偕 狃 奕 莪 株 姚 姦 娩 惚 荻 杤 歿 裨 挽 粃 益 犲 桼 兵 冢 挌 婉 柳 窃 金 恷 隆 表 称 羌 昜 体 豕 忝 陽 家 知 旒 依 兩 悠 栲 楾 厖 侈 柎 郊 掬 粍 莠 价 径 效 袗 綉 勞 剃 免 夜 煽 旋 搦 竕 豺 佻 梦 紊 於 粕 恪 侠 佗 彖 茶 猥 窈 菱 砂 笊 椪 衍 弥 欷 炊 菊 岔 核 烙 災 旅 栩 炭 粁 愎 柬 杉 苑 豼 例 糀 犹 究 効 翊 嫁 愡 物 紋 俣 秡 倆 威 衫 恭 析 科 吻 豹 苳 鈎 婪 狠 狄 役 兔 塚 孫 袤 猶 秣 凭 食 攸 狭 脈 俔 徐 挙 勉 稀 採 多 易 姶 氣 复 猗 従 形 姥 劾 葬 茖 皎 歩 哦 奈 崚 候 愁 咎 容 衂 裂 烽 和 豚 彦 楸 猟 猊 透 峨 格 炒 刹 鉚 斧 萩 茘 枋 徃 悴 笳 很 杓 係 貨 狢 初 咳 芬 蒻 俛 彼 衽 釉 卻 柁 釡 迷 絎 咯 杯 秧 省 梨 尨 栄 粫 劣 狆 花 杰 孩 疹 迩 栃 林 逐 脇 枡 狛 爼 柏 彷 芻 埓 挫 咨 狽 啄 枴 弯 侮 妾 並 倪 伴 徇 後 俾 梹 殀 裄 灼 渉 佼 袢 旁 徊 飛 猝 咾 秕 疚 剔 侯 乘 仰 豸 忽 秋 枸 除 淅 殄 祢 秒 珍 倅 妖 挧 愀 盆 柔 泉 悌 俐 卒 森 恍 拶 狡 籾 牧 刻 材 絛 籵 絆 梯 放 釜 茗 柘 衷 咬 枇 欣 脩 架 偐 換 廃 希 保 挾 狹 菜 妙 符 突 27 | 89 鶲 飆 羆 靆 鰡 櫓 彌 霾 瀏 齎 齦 齢 鬣 巍 驂 懶 鷆 繚 臠 璽 齬 糯 鶸 灣 臘 霪 靄 變 齧 濡 欝 瀰 鷄 纔 鴾 黴 鑞 黐 鷂 癩 辭 鬱 霤 鴒 鼬 縉 竄 默 譌 譎 谿 蠑 歛 鷸 彝 獵 飜 巉 齡 繧 鰺 懸 鶫 蘓 鷭 艪 靉 霽 邇 鶏 澪 験 囓 竊 瀲 鐚 鯵 灑 禰 齠 驗 鑁 鵜 鹸 鶯 鰲 鷯 櫺 鵺 28 | 364 詣 現 勗 漑 語 嘉 訶 銕 惷 詮 童 飫 訌 胆 熏 婁 詢 碵 詑 漬 貮 道 建 鉅 棲 覗 羞 較 誅 貴 專 鈕 彗 銭 春 悳 冕 精 潼 琵 恚 瘠 堵 睿 詐 酢 肩 舅 捍 澆 槙 箕 頂 愍 掴 該 評 筺 晨 貢 越 飩 毳 萋 屓 記 翡 訖 碧 滸 漢 匱 奎 詔 捩 滬 詛 軍 設 奢 詞 損 瑶 看 楮 拜 智 悲 貼 鳬 蛋 託 重 誤 槎 殖 真 是 眼 唱 屠 誘 睨 遅 拿 窒 韭 巽 耄 畐 飮 羣 種 潰 訐 裏 恵 冒 訊 羝 晶 誉 瓷 覚 桿 惡 亀 喫 規 圉 肆 時 昼 奩 搶 虐 椿 奏 許 瑳 訣 屋 嗟 萇 詁 員 匙 裹 舂 惠 誑 眉 厘 套 朞 聟 飴 筐 髦 厚 罠 嗔 閂 賄 脊 梶 奉 貳 這 蜃 胥 賎 雪 逞 翠 註 証 誚 湊 榧 髢 起 義 詬 清 嗜 誄 鈿 植 頚 詫 潅 眥 耋 箇 封 渥 湟 堤 蚕 輅 搓 項 群 堰 埀 圄 賊 矩 野 尋 頑 筧 費 匯 試 堊 稙 瑣 読 椢 貰 桓 圓 責 墨 鳧 捏 電 耗 埴 戞 鈩 槓 匪 訝 章 管 塡 誡 椙 瑟 星 誇 筆 握 唳 詰 銓 惑 圏 宣 戛 渠 皐 湃 昨 詩 梼 晴 凰 盲 鉐 麸 輊 軛 債 張 棒 硯 非 哇 琥 脣 話 瞋 書 瑁 娶 詆 訂 善 基 転 乾 琴 虞 箒 巻 訳 鈷 埋 匐 逹 意 連 碁 貪 軣 垣 覘 尉 嗄 梟 渾 戟 碩 訴 耆 眸 壻 眷 貲 諍 摂 冑 青 嗅 捧 提 預 算 着 皇 逵 瑕 飭 逗 静 討 誌 會 填 訪 替 婿 碕 計 鉗 脹 詳 暑 捷 肄 娼 誨 旺 槇 奪 楕 鉢 晝 框 恙 遑 践 関 涯 嘖 事 蒼 哩 賑 珸 29 | 212 鰯 癈 蔽 繻 厰 満 線 瘉 縄 鰓 綴 漿 繙 繰 啜 繦 撥 隙 憮 魑 廠 黹 絖 蔬 絋 綸 爍 燦 黼 蕗 徽 絶 幗 熈 瘟 縻 鯑 熔 窩 絹 絽 紘 鮠 薀 鰊 畿 練 葯 綱 郷 螺 磁 魎 喩 蔣 楡 楹 懦 隘 腐 蠍 縛 縦 蜿 紿 駛 旙 鯏 蜒 縁 廢 繼 撚 蹶 幡 魍 惱 綢 緩 孺 縊 継 緕 総 酬 燃 殿 廏 繪 獗 際 搬 縋 褫 蝓 緊 袱 幟 燥 唹 幣 踰 樔 毅 鯀 豌 濕 蕪 敝 蕨 禍 薺 瘢 逾 統 納 螂 鮑 徹 襦 槲 櫞 毓 隰 蹤 磯 綺 鴪 黻 槨 癜 烱 鰍 鯲 黜 癆 縣 駒 總 鯰 縱 緤 澱 鮨 嗽 燔 然 遜 樒 嚠 燼 爆 錣 褓 襁 熙 綿 綻 槃 萠 慈 碯 綬 孵 纃 鮒 慷 綰 燉 綛 網 榲 駝 鮗 幤 縲 褞 畷 蟀 隲 機 絅 敵 絞 滯 瘰 縅 終 馳 糜 榔 絲 疏 緻 鮖 緘 緜 絡 綜 嬬 鄒 慍 蘇 鮫 鯒 緑 樂 緞 劑 駟 皺 勳 30 | 210 躓 鮴 葹 臓 鞁 繞 繖 踟 癇 蕋 緝 廓 藥 襪 騾 黝 薯 盤 蘿 蹠 鷓 蠎 鵙 骸 緋 蕭 襤 儡 鮓 赫 鰤 鞜 辨 聴 蝣 嬲 懈 樫 辧 醯 遮 蹴 駢 鯔 廟 赭 燬 檸 鞳 寧 端 慢 騅 鮭 盥 襠 蘊 嚮 繩 羅 羃 縺 鮹 櫟 壙 緬 禪 蠖 編 駸 幔 骰 縡 縷 緲 蒟 鰥 懌 魴 鱗 縹 繿 跡 礫 縮 瓢 靴 鰹 懷 燭 儁 轢 關 點 縵 鰾 諦 勵 噺 撒 鮟 嘸 繽 撫 罹 雌 僻 駲 薦 癖 馴 嚇 艟 騙 爐 締 膀 躇 緇 鰛 蘰 鯖 髀 蹕 離 羂 繝 蠏 廡 廰 嚥 盧 麼 薜 聯 鯣 竪 蹣 癌 儖 繃 瓣 薊 蓄 鰭 濫 醐 鰉 擴 蹄 艦 艘 齣 鰻 艚 燗 蓆 鞭 鮎 縞 觸 嘛 廨 薩 輜 雛 磅 鰰 獰 蔕 鰄 蟐 雕 鯆 駭 懐 癘 醢 懽 繊 騁 斷 勸 嚀 緯 鰮 繹 蔗 鯨 慳 聨 擽 邂 織 繍 檻 辮 經 鮪 纏 鰔 蔀 錨 嚆 鮮 擶 憲 醂 繭 鶻 31 | 484 抛 茴 骨 殻 舳 畜 疳 股 佇 哥 柆 巡 迹 盍 喇 陣 舮 痩 帙 絣 桝 励 疵 型 悁 俯 莖 拉 宮 眦 陪 邪 荷 扁 釼 郁 続 徑 特 臥 蜊 芽 阯 烟 竍 猛 紐 葆 刺 皈 呟 畆 苻 廼 祁 祓 航 絨 祕 弧 怏 帰 昿 焼 迦 結 祉 紹 岫 恤 荘 竚 恆 邨 怫 剞 訓 艸 術 陟 悄 崗 紺 剛 琉 郢 被 草 陦 崇 忱 崙 神 旃 紡 敬 穽 竒 惆 眈 赧 芥 悸 茯 竦 侃 勁 茵 砌 朏 勅 苗 莇 赦 腕 常 萵 葉 怙 阿 剿 慌 邱 陀 紫 娜 剱 呱 悋 椰 宿 府 搜 荊 糾 蚓 悟 索 紆 瑞 罟 聊 陲 腆 服 椨 略 畝 觚 刷 牌 陥 刑 剳 披 逕 痙 嫐 嵜 痂 岐 宵 剖 帝 菽 莊 怪 剰 盂 遊 痾 蛎 跚 恠 眄 茲 紵 揣 部 陌 哂 倒 絃 盈 絳 高 拙 眺 莚 酖 怐 耐 附 帑 宙 研 挺 前 柿 芹 般 恂 楴 啻 素 刮 拗 偸 惜 苫 腦 峺 滞 絢 怺 暎 眩 拠 蛇 舷 悔 忤 陬 蚯 院 旆 唖 帶 経 荒 別 捜 培 岬 慄 愉 恬 位 級 延 陳 痲 焔 苧 逝 掻 描 岾 猯 郭 陂 蓉 帷 菌 晒 原 郵 店 柧 界 滓 荐 啼 剤 剄 莅 胤 唐 剏 版 腑 純 衒 勃 肪 孟 芳 酘 瑜 咼 珈 忻 裃 殷 玻 幽 跏 廁 咄 紗 倍 席 閖 跛 册 芝 烈 胡 埖 揃 脚 紂 惻 喘 椀 舫 紳 紕 苙 梛 脉 悧 茹 葢 耽 崛 帖 苦 紬 卿 孳 竏 胴 疝 刪 碗 蒂 佩 湍 弦 猫 酌 斛 蛄 耶 姉 喻 婀 紙 掀 掖 痔 偏 痢 邯 峙 兪 馬 勦 悃 菰 疲 桑 啾 劼 茜 瑙 袙 渮 疥 崎 密 朔 伽 俶 茆 嵐 畊 破 竝 牾 苒 疫 給 畍 堝 悚 釧 袖 悍 舵 揶 站 痃 組 悖 肺 阪 艇 寂 州 栖 症 迺 峅 胱 紅 捌 渡 陞 狩 蚶 酊 庶 殕 制 触 岳 防 倣 累 閊 恢 倫 紲 船 衄 劬 削 悼 哲 逓 蚰 那 媼 掃 怖 孤 廻 趾 跂 肱 峭 倔 細 苅 帯 峠 剌 惴 祈 盛 惇 胛 柮 恫 酎 珊 肢 舸 渤 庭 柵 恃 徙 侶 斫 苛 崘 菠 焙 跳 揄 勍 袮 盃 度 莉 率 坡 曼 病 珮 剋 祐 袵 枷 蛆 祠 価 趺 偶 罘 啣 32 | 109 罐 蠶 轟 難 鸛 聹 鑑 闢 韓 蘆 鱧 疊 櫨 髓 顳 醴 讎 躅 廱 髏 臚 欟 觀 鑒 驍 罍 蘭 鐫 羇 儼 靨 鷺 禮 囁 矚 纜 鑓 覽 鑼 蠱 攝 臟 羈 鑷 钁 躔 霸 躪 鱚 鷹 灘 鱸 纎 廳 懾 曠 讙 藍 驥 聽 驫 驩 驛 顴 轤 矗 鑵 艫 躙 躡 顱 欖 軈 鬪 聲 釀 闡 辯 軅 攤 鑪 闔 廬 嚴 聶 瞰 巖 覇 體 躊 髑 屬 儺 囑 鬮 朧 韈 覊 隴 蠹 艷 攬 鞴 驃 韃 髄 驢 蠧 癰 33 | 223 課 霧 橇 鎗 鷽 贇 簡 厳 橦 簍 諌 顛 藾 璞 曁 耀 頼 龝 髴 學 膳 簀 謳 蹈 纂 蕷 藹 鴦 餔 築 贍 覩 譜 篁 錆 鋸 簣 賭 糧 閾 瓔 議 鶩 餘 贊 翼 興 饕 懺 餾 讚 檐 鐘 鏖 輹 選 篶 贈 謖 礎 龜 髱 黨 鵞 礙 輳 曇 穗 鎭 罌 類 鍼 髯 錮 鐙 鬚 蟹 鍠 鍾 橸 隷 髭 鬆 鎌 證 嚶 壜 篷 霍 瓊 瀁 鐐 籤 籠 餽 叡 鎚 耨 頭 額 礒 爨 餃 諺 諮 擔 馥 警 諧 濯 簿 鷙 讒 橲 鎹 謚 磧 籘 簧 箪 籔 櫃 攪 錬 餡 籏 轌 鎧 諫 諂 箱 櫻 嬰 蝕 羮 頬 磋 鋪 頡 餞 燿 謁 箟 積 鶺 籬 鑚 憺 曦 韲 餅 櫛 贔 譫 簷 颶 顎 擾 嬾 臻 霎 覿 範 謡 醫 頴 覺 黛 癪 謠 馘 髫 鋒 篭 譲 箸 鏈 霓 餉 謎 謙 籟 羹 憂 蠡 矯 槻 瞭 贅 頷 螽 澹 籍 暹 鏡 癢 瞼 磊 濬 穩 儲 鎬 瀬 窺 靜 鏤 賛 嶷 顆 饌 憩 諜 蟾 閻 簔 餒 簪 導 熹 閹 鐇 鍜 贄 34 | 305 匳 撰 濂 慕 潴 照 獄 潦 魯 賂 櫁 禅 慇 煢 駱 澎 魁 霑 擒 熄 瞥 樌 嵬 楷 颱 瑩 鴈 概 燕 儉 鄰 遏 鍮 檢 嶮 駿 鴎 踐 澀 癡 瀉 蒸 擬 飾 感 懋 僞 竭 聰 縢 銃 魂 煦 震 幌 蹊 瘡 濱 甃 銀 錚 劒 褐 褥 銚 糢 雹 擠 嶋 鉋 橙 愾 隠 楢 噌 粳 詭 鯊 塰 檣 劍 兢 慣 隸 擦 鴨 獎 穐 鵁 説 黏 穂 盪 潟 察 濟 檪 僭 鴕 獪 楙 瞹 覦 養 燈 飼 瀋 聡 榱 穡 銷 嗇 鎖 齊 獺 翻 鮃 凝 檜 褻 撼 漲 蟋 遽 節 遒 暼 療 儕 蝌 鎔 餐 様 魃 蔆 縟 蜷 褪 鎰 樢 鳶 滿 楓 濮 熾 藩 嶺 隱 憐 潔 輓 隣 糠 漏 濺 窯 酸 漾 瀑 館 瑰 鴛 隗 鵝 塋 醤 篩 鳰 煉 檎 遙 魄 遼 篤 榕 齔 慂 爵 鴟 滕 榴 蕩 蝮 潘 餓 撩 勢 歇 襟 蝉 噤 槍 蝎 漱 險 穃 箭 楝 碣 褝 鴻 熨 鴇 錦 鋏 褄 甑 優 賤 樸 戦 寮 蔡 鴃 燻 穏 魅 鍋 鉞 羲 橋 劔 鋺 蟻 鳳 撹 蔦 槐 慾 態 鍄 駮 螢 檠 鏘 嶬 澄 嬌 冩 認 曖 鉾 綫 録 瘤 鋼 斂 齋 談 鵄 霖 蒐 蝪 暸 罷 猷 滴 糂 錢 磴 臉 稽 嗚 裸 橘 榮 頌 愧 瑠 蝋 燎 裔 鳴 愈 羯 鳩 鴬 領 燮 齒 鉛 鄭 稱 樽 樋 黔 綣 樣 暴 頰 懣 鴿 繁 粮 膝 嶝 熬 劉 駁 頽 僉 綮 璃 漁 槌 35 | 249 鵆 簾 檄 蒡 鍍 裳 奮 遨 劇 賜 儒 篇 錵 憔 働 鋲 戴 雜 豪 薇 槧 靤 檳 歉 醵 篥 嫻 徴 薨 模 旛 榿 鏃 糒 質 趨 嗷 蕃 薈 覆 簸 嘶 傲 擯 雅 犠 粽 嫦 麓 犧 審 罧 顔 竅 箙 薔 癧 賺 濛 膾 藪 糶 彰 蘯 稚 瀝 翩 腺 夢 對 新 還 愿 躾 蜥 覈 繕 朦 整 穀 壌 錘 櫪 敷 衝 催 觴 磨 稿 蓿 獨 麋 僮 數 穢 營 膺 髷 暦 膨 懲 叢 瞬 愬 遯 摩 濠 閥 薗 髣 據 蕀 蕣 壊 臍 鞨 碾 歙 襃 薪 禦 擱 穫 膰 聳 蘋 緒 寫 獲 皚 儚 翰 頻 蕕 縫 償 襍 維 檬 趙 歓 壕 殯 榜 鏥 艤 礁 徳 闌 嫩 錐 衡 蜴 鍖 慶 僊 億 嬢 曚 樮 影 蓙 嗾 歃 権 謗 顕 閣 蹙 憊 嶐 窿 碑 樟 横 槝 禝 糊 膵 寨 鞦 磐 藤 瀕 樓 糞 績 蓬 銅 翹 瞞 醉 鋤 標 應 解 儂 歟 頗 嬪 艨 螯 磔 麿 嫡 錻 嶼 橢 閲 矇 蹼 熕 縒 戯 錺 榠 槊 鋩 錙 猾 篝 骼 窰 賞 薙 膓 窮 螫 舞 麾 褒 賽 徼 楞 煤 鞠 蕉 蒹 鰒 槭 價 親 旗 錠 蔟 樵 製 綯 歴 36 | 538 抃 其 如 胄 指 姪 岨 住 岸 若 坑 胃 城 拏 全 拍 芙 宕 作 板 壯 伸 房 拝 忠 卦 舎 苴 浙 門 扛 拈 何 戸 味 拘 妄 岩 捉 尿 玩 寿 旨 杵 芦 走 舍 狙 尭 虍 辰 迪 王 叫 咤 岶 吉 背 抽 吏 垤 弭 岱 牴 罒 芫 枝 址 忌 忸 柚 肝 佐 逆 珀 肋 中 有 牲 耿 亜 妲 拑 局 汞 垈 更 但 垢 主 庄 庚 拱 南 侑 卉 呵 呷 芭 呀 枉 東 忘 巨 叔 呻 申 早 𠂤 挂 判 垪 亰 且 妝 狂 出 茎 冉 担 宇 取 定 肬 信 芒 攻 周 征 昔 妛 抂 邦 却 岡 昧 杳 香 匡 岼 丗 国 妍 完 所 折 侍 肓 町 弄 羊 甼 拡 扣 抱 至 挟 拂 侫 百 身 虹 旧 幵 屈 点 茨 冴 泣 肛 斉 投 佃 写 底 抹 枦 批 昃 荀 毎 佯 枅 乕 并 徂 些 抔 朋 枕 吾 肴 壱 旻 舛 枯 刳 奇 卓 玉 使 咐 尾 苜 茂 旱 甲 抻 宗 刊 枠 共 听 芋 亨 正 地 亘 拆 矧 伜 行 享 戻 伍 姑 拊 佳 呉 沓 返 京 哄 畉 朽 言 佑 怩 専 足 奔 牀 式 居 赱 伺 拾 廿 坤 圭 蚌 朿 侵 拷 圣 乖 空 室 柤 岻 助 持 茉 圻 挿 呈 民 豆 妻 壮 世 考 束 目 庁 虫 卸 卍 匠 抗 妹 振 仲 用 毒 疽 麦 柯 孝 長 肘 宝 妣 丘 吽 苹 便 風 亞 迫 匣 杜 胝 里 曲 相 牢 妨 拯 忰 肌 垳 幸 告 志 岷 扶 甘 肯 抜 屆 見 拭 生 迭 明 茅 宜 克 怛 社 佰 床 矼 盾 亟 囿 由 杢 坿 吭 咀 坏 仕 亊 奸 伊 届 任 査 抵 具 秉 孥 押 性 囲 故 古 近 存 声 往 垰 序 貝 昌 屁 乍 拌 実 左 佶 止 迂 洳 妬 垂 売 田 圷 苣 宅 占 色 孛 襾 打 車 守 舌 圧 辛 疔 坪 再 括 在 企 昊 号 玳 虎 立 拵 陏 承 牡 拒 芸 史 自 聿 巧 坂 則 疸 臼 阻 恒 叮 炉 佞 柱 武 乗 祀 貞 埔 寺 邑 軌 件 角 垠 荅 呶 虱 宋 英 杲 冐 杠 耳 准 宍 画 佛 坦 官 段 杆 君 侖 炬 旦 劫 禹 畋 竹 丼 穹 串 埆 年 夸 好 坎 妓 苟 按 后 甚 汪 祇 姻 可 冠 咢 帛 茄 果 赤 𦥑 肥 弗 叛 音 印 杭 峇 者 酉 怦 臣 估 凉 叶 肭 冲 扞 字 昇 到 姨 拓 咋 刧 怕 井 庇 吁 軋 技 安 捕 弩 三 妊 凪 帚 直 缶 肚 固 姐 阜 坊 廷 珂 典 拮 罕 甫 弐 姓 吐 坩 37 | 371 嘴 蜜 彙 蝦 溝 憑 跟 蟆 愚 漕 單 幄 碼 慰 駕 媽 蝟 遁 舗 榑 摑 蹂 懍 檍 煕 弼 暇 甅 歔 撤 駑 遉 艝 臧 滑 蝙 槁 詼 厭 隔 瘋 濘 駆 霜 邉 鵈 凛 鞆 潸 彁 畸 厨 適 操 澗 霈 澡 葡 擲 傳 慝 敲 遇 搏 虜 綟 愕 彈 碍 噴 増 殫 融 幢 避 遖 踏 濆 漫 瑯 艙 憫 實 盡 鍵 鴉 駐 逼 諷 悶 輛 駅 憧 漉 甌 瘴 誦 壗 馼 毆 繋 鴫 湖 喟 澑 蝶 碪 遐 斟 濾 嘱 噂 潛 霄 蝠 遵 慨 蕊 甎 鞘 儘 擺 湮 博 嗣 裾 螟 甄 潺 葩 漣 遘 褸 鄲 調 歌 漂 噪 膕 蝴 牆 熱 戰 歐 棺 凱 醜 喃 祷 斡 邁 澂 痴 蒲 嘲 週 澣 鳫 蛩 愽 膤 膃 酩 劈 賻 霙 踴 罨 蝗 督 献 寓 螳 蟠 嘔 燵 霊 寤 薄 需 駘 嵎 臂 嶽 嶇 嶂 號 嗹 愴 福 憬 懆 濁 擂 牒 鄂 禎 輌 傅 獣 嫣 圖 喋 潭 踊 潯 磚 薬 椹 塾 瘧 靫 漸 豁 誣 暮 極 榁 舘 濶 跼 噛 醗 螻 嫗 慥 傴 器 頏 憤 噐 潮 賠 濃 蟄 蹌 裡 嘯 墫 槽 激 樗 椥 鍛 樞 憾 閤 蜑 皷 幎 蜻 舖 殞 嬖 噫 墻 蝸 蜩 孰 癒 鄙 痼 暾 僣 慱 随 颯 綽 龠 蟒 酳 遭 槫 闊 憶 摶 帽 謐 蝿 慎 隨 過 報 廚 韶 憎 摘 嶌 嬋 褊 薛 演 慵 榾 短 膣 幀 褂 葭 罵 覡 腿 襌 廐 黙 遞 諡 臈 潜 罅 窪 閼 戡 糎 廊 踝 想 糖 磆 樹 腮 噸 溏 熟 寢 論 酪 馭 輟 霆 澤 萬 塢 槞 隅 壑 寒 駈 輝 隕 遡 蜘 憚 誕 硬 寝 蕾 靹 糟 膊 凜 椡 駄 雷 殼 緡 褌 摯 勲 鴆 誠 檗 創 欹 輪 踉 碆 邀 蔭 鴣 障 38 | 463 逢 莨 痕 淪 戝 莓 涌 学 湎 晃 溂 昶 途 哨 瓮 揀 咏 息 販 舜 晩 袒 瓱 菎 衰 蚊 棘 桙 杼 険 釶 浸 婚 油 奄 挨 単 商 梍 崑 路 疣 茫 鼡 械 鳥 迥 限 衵 詒 訃 飯 艀 蛔 恰 逎 郡 袷 椒 急 溥 苔 釛 敞 怡 迴 紀 退 祿 浤 帥 涸 蛹 弾 巷 翔 訟 敍 誂 粥 命 凋 悽 掵 邸 蒋 絮 聆 姆 梗 泰 番 凅 涜 蛾 沮 覓 晦 痞 湿 菘 菴 映 渫 梳 昏 敕 魚 洋 思 始 蛞 庵 滂 就 拇 貫 無 桎 棣 棔 逋 滝 焉 洟 法 咽 掩 啝 紜 逅 萪 塁 根 粐 蛸 渺 淘 県 淑 啓 荵 喪 昭 梠 痿 廸 配 詠 胞 滄 唸 注 咫 苞 愼 隈 痳 辱 涙 殆 尚 胎 追 棍 昴 桐 塗 昆 遥 將 津 波 渦 涅 陜 洪 歯 哺 怯 莟 沸 酒 蛤 陛 袴 栽 淳 貸 咥 致 鉱 黒 竟 河 柄 渚 逶 涼 絏 倉 脆 雫 剥 冤 馮 迸 湛 逮 師 耘 蛭 淒 匏 沽 寃 沺 尃 揩 呰 俑 咸 虻 淤 港 晟 馗 甬 渭 悒 离 蜆 逸 温 痘 档 峡 品 淵 裙 蛛 測 偃 喊 巣 減 哈 盜 唇 萢 恕 洲 疱 舒 棯 洌 球 海 珱 域 渋 喀 菟 浣 唔 痛 洒 毘 強 蛟 尊 哉 賀 逍 惘 爬 游 迚 圃 補 即 黑 淕 涓 溲 視 怠 桷 喚 砿 残 湶 埃 陋 祥 瓶 康 杷 處 通 烹 苺 跪 椣 砲 瓸 棆 送 唄 栂 戚 宛 階 蜈 桟 梱 盞 梔 梢 凍 殃 咒 氓 怒 酋 泄 國 脱 凾 瘁 浦 呎 悉 鈬 恥 祖 咲 述 痣 掲 活 涛 浩 呪 凄 兼 渕 貽 揉 訥 缺 絵 蚪 溽 漠 崢 畏 朗 窓 竜 湾 扇 陰 弱 斜 恨 勇 禺 粗 桾 娯 淇 育 罔 郎 吠 耙 負 禄 塊 桶 畚 庖 泗 泯 硫 氤 浬 源 哽 厥 哭 蜍 喝 葛 喰 戠 釦 耜 惧 眞 琺 帳 喬 瓲 浪 渣 邵 晉 匍 假 落 粡 蚤 皰 或 済 偲 粘 棉 消 俺 雲 區 昂 泪 畑 溘 梧 沾 尅 恐 淙 埶 曽 既 婆 洵 洫 迢 洞 跋 溟 砥 蜉 装 梺 蛍 竢 脳 椴 溯 痍 埒 萍 執 釵 畩 畄 抬 皆 湘 棡 39 | 187 競 贐 彎 歡 駻 禳 獻 謫 蠣 纈 騎 襷 獸 襭 騨 鹹 欄 嚼 轡 鶇 躋 饂 麗 鵲 蟷 鑾 艢 曝 竸 鷲 鏝 鱒 籥 騒 驪 瀞 纓 蠕 攣 藏 纉 鸞 鷏 驕 癨 鰈 鷁 癲 瀘 瀾 醸 櫚 礪 巒 鷦 蘂 響 囈 欒 驤 纐 黠 騷 飃 霰 戀 蠻 囃 黷 轜 礑 蘚 鏗 爛 飄 鏑 鶴 黶 瀛 鹽 藕 鵠 疉 麟 鯢 纛 轎 鞣 贓 鯉 臨 鐓 鑽 攘 孃 纒 罎 譏 鑿 醺 黥 穰 壥 顯 鼈 灌 鯛 鵤 儻 邊 鯱 鶚 藻 邏 驟 歸 儷 鶤 鰐 願 饑 鱶 鸚 糲 囎 壤 騏 纖 鱈 孀 轍 韆 鱠 鱆 驅 鵐 瀟 齲 驚 識 魘 臑 鰌 鯤 艶 鑠 髞 闖 鐺 齶 霹 靈 齪 鐡 靂 濳 鵬 鑛 蹲 鵯 闕 躑 魔 齟 鱇 鑢 轗 鑰 鵡 襯 鶉 櫑 顋 騰 鵑 鰆 齷 臙 釋 鰕 襴 躁 露 讌 黯 癬 驀 40 | 218 複 麪 稷 貎 徭 数 履 麭 籐 暖 墜 糴 笑 隊 箚 奠 銖 燐 筍 徠 繆 笈 貍 筏 筮 廖 弊 篋 箋 橡 礇 彬 翕 樛 箔 攀 燧 税 穣 膠 顏 須 懊 貌 欲 墾 糅 憖 鍬 膂 綾 笥 翦 榛 筱 貂 傘 戮 像 鏐 笶 篆 樊 務 慯 斃 潁 翆 敗 貔 豬 慴 爾 葵 慫 戳 象 篦 簗 夥 燠 銘 樅 滌 麥 貘 篌 煖 筝 資 篠 黎 奬 篏 魏 筰 遂 銹 稲 撈 犂 犖 箘 喙 策 翫 瀚 笨 稼 從 笋 援 殤 椶 櫂 薐 移 燹 簇 焚 擢 餮 診 餤 邃 蓊 摎 粲 籀 髮 葱 筋 箴 儀 謬 粹 軫 褶 笂 榎 摺 答 椽 蓚 筴 稻 楊 煬 稜 豢 麹 僕 鈔 賚 粢 溺 髪 裼 麩 椦 溷 簑 頃 彜 鋭 翳 錫 簓 羨 箏 貉 藜 勠 楼 簒 第 穆 筅 癸 夐 噬 墺 媛 豫 襖 糘 箆 復 醪 傷 疑 貅 修 賓 榻 筬 寥 瀦 簽 毯 礬 笏 奥 掾 蓼 嫋 欽 穎 藐 薮 懇 彩 奧 僚 筌 貊 隧 頒 41 | 466 潤 黽 蜀 距 辜 菅 隍 毫 捶 撓 塘 頸 孱 揮 嚔 庸 瞑 摧 餝 問 厩 罩 暃 厮 冓 臀 富 蕈 勧 構 楫 排 農 最 嫖 蓮 鞄 崋 颪 据 跣 悪 幹 輒 亶 靭 雋 僥 雑 塒 嬉 撃 醋 朝 覃 靺 踵 啅 閇 唯 軸 掫 幅 靱 傭 墓 煙 輕 暄 憇 劃 属 嘘 閏 椏 墮 暈 閨 閉 醇 脛 琿 聞 閠 萓 嘩 堂 皸 墅 遍 棹 偉 嶢 葮 曄 詈 著 軟 敢 藉 輸 鋳 暉 祺 隋 聢 酷 皹 壷 搗 曹 鞍 遺 害 斬 聘 僵 遣 鞐 蒿 蓋 幕 捐 睚 賢 違 票 豊 撞 蛬 撮 葫 掌 畳 萼 堪 勒 勣 暫 睹 堽 榊 稟 琲 雁 暁 宦 黃 晤 署 暝 蒔 晧 幇 摸 蓴 慮 靦 諚 閘 撻 搆 瞠 珪 醍 砠 寔 堙 澁 董 鬧 幃 赳 閑 辟 盟 跿 庫 惹 骭 萱 荳 膜 惺 璢 蛙 層 琶 諛 鞅 諭 毀 街 棚 超 歎 橄 腴 雄 嵋 斐 鞏 革 跫 監 葦 韵 冀 踈 睡 閔 椚 廝 菲 嘗 副 壺 廣 班 腥 瑚 蔚 踞 樶 甜 惰 甞 葷 睾 菫 腱 誥 稾 掣 樺 輔 堆 搴 嫺 畤 酣 墹 腓 華 蔑 廩 量 掉 堀 嗤 塀 堕 鼓 媚 軾 擅 雉 崖 辞 崕 堅 腰 達 環 晢 軼 塩 菖 盒 諒 麈 弸 望 葺 患 圍 聖 産 渟 掘 犀 開 掛 喧 聒 菁 磑 唾 錏 鼎 斑 腟 賈 僅 錯 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5.5619047619 3.08571428571 4.79047619048 22 | 5.40344827586 0.189655172414 0.655172413793 3.34482758621 1.30344827586 23 | 4.34666666667 0.106666666667 1.08 9.09333333333 2.74666666667 24 | 5.71428571429 0.101045296167 1.49477351916 2.79790940767 2.74912891986 25 | 3.51058201058 0.216931216931 0.828042328042 4.37830687831 1.80687830688 26 | 3.14893617021 0.191489361702 0.647416413374 2.58662613982 0.693009118541 27 | 5.6463022508 0.215434083601 0.790996784566 4.65916398714 3.8038585209 28 | 2.3598615917 0.0865051903114 2.42906574394 2.64359861592 1.56055363322 29 | 4.91573033708 0.0842696629213 3.6404494382 2.33707865169 2.12921348315 30 | 5.97674418605 0.093023255814 2.50387596899 5.92248062016 6.58139534884 31 | 7.23837209302 0.145348837209 1.05813953488 7.05813953488 2.56395348837 32 | 314 莎 杞 戔 淪 杙 涌 学 吩 蛉 祝 瓮 洗 泥 授 殍 炮 杼 叙 染 冶 油 泱 能 沍 雨 疣 松 鼡 涎 洛 逧 芯 迥 郛 受 淹 泳 柩 袷 曷 桃 飢 怜 怡 郤 枳 浤 況 兆 泅 窕 妥 爭 公 流 命 浜 疼 况 混 邸 姆 泡 浮 沁 会 烝 菘 決 液 魚 始 必 囘 兇 沢 淌 没 洟 法 挽 逃 紜 習 滋 汐 晁 炳 状 淑 舩 窃 沛 渊 為 深 允 紮 咫 苞 浄 浹 网 吮 兩 沱 殆 渇 汾 郊 淋 將 泌 洪 沸 渝 求 枹 矣 玲 河 於 恪 冬 沌 卷 飠 矜 将 治 涕 逮 淨 匈 袂 沽 沺 呰 沫 竣 苑 淤 労 衿 伶 甬 吶 烏 蚣 奚 苓 沒 恊 科 怨 萢 峪 疱 洌 礼 海 汨 殺 渋 沙 囹 蛟 食 即 沼 炯 含 湶 肉 隶 杷 悗 沿 沐 吟 卵 栂 図 台 池 淞 冷 湫 咎 桴 孚 黍 恟 汎 泄 帋 呎 偽 渓 戉 浴 峽 曵 沈 泓 述 活 呪 汳 浅 泊 渕 汲 淫 娑 料 卻 念 蚪 迷 咯 洙 迯 兌 汽 崢 留 泙 鬯 弱 杰 沃 迄 母 勇 决 罔 郎 吠 充 禄 改 悦 冏 庖 鬼 埓 枴 奐 殴 令 剪 勾 洽 陝 泝 洶 渉 浪 灬 蚫 落 谷 范 尽 瓰 皰 侭 逑 淅 袍 祢 消 昂 氾 沾 柔 恐 汰 恍 捻 婆 垉 洵 洫 救 咆 迢 洞 籾 函 戍 枢 蜉 淬 乳 汕 枩 脳 埒 采 涵 咬 忍 洩 悩 惓 架 洸 挾 畄 抬 蚋 翌 33 | 173 緝 廓 憔 縄 薇 蠎 媽 骸 懍 憮 続 蔬 臧 鮓 糒 隔 駆 蕗 鞆 潸 適 蝣 熈 懈 敲 嫦 遮 綟 駢 廟 燬 慢 踏 赧 瑯 憫 襠 萵 剿 慌 駅 緬 獨 編 幔 駛 旙 骰 觚 縷 蒟 嫐 綢 儘 擺 緕 痾 酬 跚 嗣 裾 螟 燭 歌 蕀 蝴 點 壊 搬 醜 緊 腦 噺 滞 嘸 撫 幟 鯢 僻 膃 酩 薦 経 樔 慄 愉 豌 痲 蕪 寤 蕨 儚 縫 嶂 憬 懆 啼 牒 螂 廡 徹 嚥 槲 榜 徳 綺 跏 蹣 跛 槨 慥 惻 喘 紳 憤 駒 蓄 崛 艘 蒂 皷 幎 鄙 膵 颯 綽 蟒 酳 熙 綻 勦 摘 褊 慵 瞞 褂 磅 燉 蔕 組 蟐 駝 駭 磔 懐 癘 庶 殕 触 寢 酪 敵 滯 馳 蔗 糜 錙 駈 骼 鮖 邂 惴 靹 綜 勲 鮮 踉 邀 醂 駟 障 綯 勳 34 | 69 蠶 轟 疊 髓 顳 讎 鼇 欟 觀 鑒 謦 驍 罍 羇 寶 鷺 囁 矚 纜 鑓 覽 蠱 攝 鑷 钁 霸 躪 灘 廳 懾 讙 聽 顴 矗 鑵 躙 躡 欖 殱 饉 鬪 釀 曩 辯 攤 聶 譽 巖 覇 體 瓏 躊 竈 讐 屬 儺 囑 鬮 攫 聾 朧 羸 覊 蠹 艷 攬 衢 韃 蠧 35 | 412 莨 痕 胄 莓 指 姪 湎 岨 哨 胃 販 臭 偖 袒 瓱 菎 浸 奄 春 単 忠 崑 埜 舎 畔 味 朕 捉 訃 莫 恣 逎 郡 脂 舍 急 辰 迪 迴 咤 背 退 娠 垤 涸 牴 弾 貶 宴 忌 巷 翔 柚 誂 茣 逆 記 臾 凋 耿 悽 掵 局 垈 聆 更 梗 凅 涜 値 沮 崟 猖 庚 晦 湿 南 菴 映 姜 渫 呵 呷 昏 鬲 東 洋 思 忘 呻 庵 拳 租 拇 痒 貫 秬 亰 首 桎 叟 逋 奘 焉 咽 掩 逅 肬 信 塁 県 周 痊 喪 偵 袁 昭 配 詠 胞 昧 琅 杳 香 注 愼 国 宸 辱 涙 抱 訊 至 針 胎 追 挟 桐 虹 琳 昆 点 遥 津 涅 哺 莟 酒 蛤 陛 底 枦 埼 昃 淳 荀 咥 致 黒 竟 訣 渚 契 涼 旻 砦 枯 倉 脆 雫 奇 造 迸 湛 師 蛭 淒 尃 咸 港 晟 矧 皋 呉 渭 哄 离 蜆 屑 畉 痘 言 品 専 式 拾 測 捨 蚌 喊 晏 侵 哈 栓 室 柤 展 揺 掎 唇 恕 捺 舒 球 域 清 妻 浣 唔 毘 淮 強 尊 哉 逍 淀 圃 淕 振 涓 溲 視 怠 砿 疽 柯 長 渥 祥 瓶 康 通 烹 便 風 冦 亞 迫 砲 匣 瓸 胝 速 相 晋 唄 哮 志 岷 盞 見 迭 梔 怛 凍 怎 亟 囿 氓 栢 咀 酋 亊 梏 閃 國 査 浦 抵 具 秉 恥 祖 故 痣 涛 浩 貝 昌 屁 凄 貽 迂 訥 畧 缺 漠 畏 朗 啗 珞 竜 扇 美 禺 昊 淇 育 虎 陏 承 桶 芸 畚 泯 氤 浬 哽 哭 則 疸 阻 恒 柱 武 訳 祀 貞 戠 埔 軌 惧 眞 琺 帳 喬 虔 垠 荅 虱 杲 釘 冐 渣 得 画 官 段 匍 假 倶 君 炬 禹 畋 砧 蚤 穹 或 済 埆 甚 汪 財 祇 姻 討 冠 咢 區 泪 果 肥 叛 音 梧 峇 酉 尅 島 凉 淙 埶 桔 到 曽 姨 既 溟 軋 捕 弩 桍 蛍 粛 痍 帚 倡 萍 直 頁 畠 固 執 接 釵 甫 弐 冥 訛 貭 湘 36 | 135 譱 競 艱 贇 鎮 麌 氈 獻 顫 講 諤 壟 饅 譴 橿 欄 蟲 嚼 轅 謳 膸 譬 攅 濤 餔 譚 贏 膽 譜 譯 彊 鐃 糧 諸 璧 戲 誼 諄 遶 膩 癲 曇 謝 諞 餬 靨 諢 囂 譖 諱 囈 疂 證 壜 霰 羶 巓 鏗 謔 蹟 覲 龕 龍 讃 櫃 鐵 犢 闃 蟯 讓 罎 蘢 轌 醺 謾 懼 瞽 覯 鶺 謌 闡 霞 囀 鶤 覬 疆 闇 輾 顎 檮 韻 藷 闍 譛 識 魘 請 甓 躄 豐 懿 鏈 題 壓 霏 購 謀 謹 謂 鼕 轉 諠 諳 蹐 疇 鑢 儲 藝 輻 牘 躍 諏 闥 饌 蟾 瞻 謨 蠅 瀧 孅 寵 檀 譟 蠢 驀 37 | 255 逢 複 戝 潴 兜 数 賂 晃 滉 途 暖 揀 澎 息 楷 衰 奠 袈 桙 険 稍 釶 婚 挨 梍 畭 械 感 敘 銃 箋 勝 釛 箔 屡 甃 銀 訟 敍 普 飲 粥 揆 銚 貧 鉋 愾 楢 泰 番 粳 覓 笥 偕 敕 袰 棣 棔 啝 根 登 粐 渺 淘 粨 裁 啓 荵 喉 梠 痿 楙 敗 陽 笞 淦 棍 塗 榱 袋 粍 嗇 銘 袴 筑 栽 貸 鉱 粕 資 逶 猥 節 蜂 椪 冤 楽 瘍 耘 様 稲 梵 匏 蔆 寃 揩 禁 愎 蓖 嫌 犖 馗 圈 棟 逸 档 椅 蛛 偃 粤 巣 羚 盜 湊 鈎 棯 婪 珱 捲 棧 酸 漾 袤 賀 猶 瑰 釈 椄 黑 桷 挙 残 雰 谺 氣 埃 遙 處 皎 粹 硝 滕 榴 蕩 毬 牋 送 戚 撩 階 勢 歇 桟 梱 煮 傀 煩 硲 梢 楝 碣 烽 曾 褄 脱 煬 悉 鈬 咲 戦 蔡 掲 笳 検 兼 貨 圏 鉞 揉 滔 裘 釉 釡 恩 槐 偈 湾 斜 粗 桾 娯 頃 耙 負 塊 澄 冩 碌 蜍 頓 喝 葛 喰 鉈 羨 釦 耜 蛯 蝪 楼 粭 頌 粡 瑠 裔 箍 粘 湯 俺 貿 疑 鈑 弑 鉛 稱 愆 森 粮 砥 装 桧 梺 殘 梯 竢 淆 釜 焜 矮 僉 綮 畩 僚 廃 皆 38 | 64 潦 梭 痰 煎 彌 淡 熊 濔 欸 驂 傘 獎 綏 爾 淺 翁 総 黎 笵 撈 發 漆 鈴 瀰 椶 啖 溜 裕 溌 梁 蓊 浚 參 峻 亂 添 谿 粱 滲 逡 爽 蔘 慘 慾 鰺 澳 愛 溪 稔 湲 唆 綫 邇 澪 飽 瀲 祭 裟 滾 毯 奨 渙 鑁 悛 39 | 511 艾 子 如 内 斈 釆 乃 扠 攷 扼 厂 夂 平 囗 瓧 才 云 危 吸 什 戊 于 当 太 介 找 乱 癶 示 招 石 欠 呑 夊 分 仮 男 児 匀 阮 彳 良 乙 江 迅 列 扌 功 拐 四 灰 十 彡 旭 白 艹 気 瓩 交 儿 本 未 亻 彐 拔 刀 二 禿 私 仁 犯 工 扱 因 孔 毋 尤 丑 血 抄 力 今 手 努 弍 丱 及 匸 戌 込 卜 厶 下 囚 召 李 与 午 人 巾 妃 升 囮 処 只 合 名 把 个 彑 幻 亢 勹 舟 夙 乏 屹 凩 先 爿 比 申 久 抉 沚 右 札 冉 乢 尢 屶 玖 殳 抖 攻 入 叭 杖 反 伝 区 汢 弌 丨 疒 付 刂 半 仄 尸 礻 外 仏 以 广 水 皿 斤 不 方 忝 卮 似 月 矛 扣 巫 之 叩 兀 旧 卯 冴 几 价 丈 仭 扎 卆 攴 伉 刋 辻 争 阡 吋 尓 万 六 毎 引 壬 并 衣 抔 弓 弋 口 舛 羽 均 歹 向 弃 老 牝 匚 芍 勺 朶 夲 岔 余 甲 叱 而 禾 尹 丁 孕 凵 共 汗 夕 地 刃 旡 兄 互 无 亙 伍 沂 扨 犹 呂 呆 冰 乎 斥 也 朽 匁 叨 代 朷 毟 弛 朿 坐 光 火 廾 气 冗 伎 廴 円 辶 夫 仟 仆 幺 次 又 壮 世 匝 抒 了 矢 匠 朮 用 吝 亡 吃 艮 岑 厄 各 米 禸 切 央 少 曰 宏 句 永 穴 上 弁 丐 丞 弘 丸 収 片 犬 冂 八 凶 牛 皃 皀 瓜 由 尻 夬 机 坏 土 朱 仙 伊 勿 丹 灯 斗 戒 已 圸 布 乂 夛 択 古 此 朴 存 辺 払 西 卅 休 包 九 圦 夭 氺 仍 戎 兮 乞 攵 夘 団 来 芬 伐 刈 伏 田 冊 圷 汀 千 失 宅 占 色 它 死 元 弖 一 杁 亠 巳 巴 舌 医 曳 汚 汁 冫 天 亦 𠂊 弔 氏 己 玄 孜 甸 否 兎 秀 屯 企 小 收 仞 匹 回 仂 爻 托 広 史 毛 叺 夷 士 屮 我 干 亥 司 叮 尖 他 丕 尼 北 衤 木 卞 加 双 山 弟 市 村 妁 牟 叉 卩 仗 文 奴 仔 耒 匂 杏 沖 朸 対 川 吹 瓦 凸 丼 疚 皮 仰 友 好 坎 后 尺 困 亅 寸 父 忄 辷 可 化 去 凹 丶 疋 匕 弗 印 阝 牙 氵 旬 刄 宀 肖 叶 冲 氷 季 汝 耂 予 支 抑 委 冱 安 成 日 爪 三 末 戈 从 巛 扮 丙 大 抓 仇 女 泛 五 凡 巵 七 冖 同 孑 心 丿 低 40 | 280 濂 慕 厰 溂 碎 楠 煢 駱 爺 擒 舜 熄 晩 絣 嵬 嵶 蓑 棘 鄰 漿 鍮 傚 商 駿 路 撥 歉 澀 蹂 隙 煕 蒸 蜊 僞 竭 艀 蛔 聰 縢 椒 蕃 獅 敞 幌 絨 祿 劒 煥 幗 褐 粽 熔 審 擠 蒋 絮 絹 絽 蛾 箙 綾 劍 兢 梳 擦 遖 滂 就 無 喩 蔣 裨 楡 觜 萪 隘 腐 蛸 察 檪 蜥 婉 紫 鴉 穀 蒭 覦 漉 隈 痳 旒 蜿 馼 楾 瀋 蜒 蝶 縁 撚 幡 齊 歯 綉 翻 勞 鮃 緩 継 幾 殿 絏 僑 熱 療 蕣 馮 儕 際 蝌 凱 楴 褫 魃 播 縟 糀 滿 鳫 楓 愡 熾 温 藩 淵 憐 幣 裙 楪 毅 緒 隣 寫 糠 皴 喀 嵎 窯 菟 鉤 蓉 痛 薺 蕕 惘 隗 補 鵝 愴 喚 塋 禎 逾 鳰 統 煉 綵 榕 跪 椣 傑 棆 薬 餓 嫩 襟 愁 蜴 穃 箭 褝 噛 樮 楸 鉉 椀 傴 瘁 癆 縣 鉚 萩 總 寮 激 燻 悴 鍛 魅 僧 鍋 嗽 碗 禝 燔 然 鋺 遜 絵 絎 粫 鍄 駮 螢 過 檠 槃 啾 憎 嶬 慈 嬌 碯 演 硫 源 微 厥 慷 瘤 鋼 廐 齋 遞 綛 給 網 榲 蒐 幤 廊 嫡 裸 榮 愧 馭 裲 偲 縅 隅 歳 棉 榔 媼 遡 緻 愀 稠 綣 樣 暴 繁 絡 膝 絛 嶝 熬 劉 絆 鄒 椴 溯 駁 尠 槭 換 劑 漁 皺 業 棡 41 | 158 鵆 簾 檄 鍍 裳 奮 厳 劇 韜 儒 篇 襷 藾 鋲 戴 雜 槧 檳 醵 篥 嫻 徴 薨 旛 鏃 質 趨 薈 覆 簸 嘶 擯 雅 犠 麓 犧 顔 竅 薔 癧 賺 膾 藪 糶 鏖 彰 蘯 瀝 翩 還 礎 躾 覈 繕 朦 整 壌 錘 醸 櫪 衝 觴 磨 麋 穢 營 膺 蟹 髷 膨 懲 瞬 摩 濠 薗 餽 臍 歙 襃 繽 薪 禦 擱 簧 穫 聳 孃 蘋 獲 翰 頻 償 襍 維 檬 儻 壕 殯 鏥 艤 礁 闌 曦 錐 衡 櫛 鍖 慶 嬢 曚 謗 顕 蹙 憊 嶐 窿 碑 鞦 磐 藤 瀕 糞 嚢 績 翹 標 應 矯 歟 嬪 鐡 艨 贅 麿 嶼 橢 矇 蹼 縒 錺 篝 薙 窮 螫 舞 賽 徼 鞠 蕉 贋 簟 鰒 價 親 旗 錠 樵 製 42 | 328 抛 満 昶 巡 約 迹 胸 咏 城 帙 板 忙 蚊 俯 啜 凧 邪 茫 浙 黹 絖 阯 烟 限 衵 猛 紐 刺 絋 呟 恰 苻 降 廼 祁 苔 航 紀 岶 祕 弧 怏 帥 岱 枝 迦 祉 絶 忸 紹 岫 恤 恆 邨 怫 艸 陟 悄 剛 衲 紘 劭 被 杣 忱 葯 神 郷 帆 紡 幼 叔 芥 悸 茯 吊 侃 迎 朏 怙 阿 柳 邱 陀 呱 悋 廸 却 岡 府 糾 蚓 吼 索 紆 岼 拡 服 尚 紿 刷 冽 昴 陥 泣 波 陜 披 怯 痂 岐 惱 帝 怪 竕 佻 茲 紵 枕 忖 柄 糸 絃 盈 絳 窈 阨 怐 耐 附 帑 剥 柿 咐 般 恂 茂 災 刮 拗 俑 偸 袱 虻 絢 例 悒 沓 怺 返 拠 蛇 紋 舷 悔 峡 忤 怩 牀 唹 別 伺 辿 岬 恭 恬 岌 級 延 岻 焔 敝 洲 岾 猯 陂 洒 孫 爬 迚 糺 柧 界 勉 陋 納 胤 系 劾 剏 版 苺 純 拯 刔 咼 宛 忻 幽 紗 衂 册 社 烈 殃 咒 揃 快 怒 烱 吭 紂 舫 凾 峨 紕 脉 孥 悧 帖 紬 序 係 初 疝 刪 洳 彼 佩 湍 弦 姉 紙 掀 掖 痢 恨 兪 悃 菰 疲 桑 脇 挑 両 萠 袙 疥 密 泗 伽 俶 茆 炉 疫 畍 釧 袖 瓲 舵 痃 呶 阪 艇 州 峅 邵 紅 捌 絅 侖 劫 制 防 倣 累 恢 倫 紲 船 絞 劬 苟 終 削 那 絲 疏 怖 孤 帛 茄 廻 畑 杭 峭 怦 細 苅 祈 応 肭 柮 恫 拶 苡 刧 怕 柵 刻 徙 侶 崘 菠 跳 揄 勍 袮 莉 率 坡 病 剋 祐 袵 典 枷 価 43 | 170 霧 橇 鎗 銕 獄 魯 熏 慇 樌 龝 概 銭 癡 學 擬 懋 纂 藹 鴦 覩 瘡 濱 錚 糢 議 鶩 餘 贊 檣 餾 檐 隸 穐 篶 説 謖 誤 盪 龜 誘 鵞 礙 穗 鎭 瞹 養 類 鍼 誉 穡 銷 隷 鬆 鎖 鎌 嚶 篷 瓊 瀁 檜 鐐 褻 撼 鎚 遽 耨 頭 額 礒 鎔 齧 飴 餃 諮 馥 諧 濯 簿 鎰 鳶 鎹 謚 翠 輓 錬 濺 諫 櫻 嬰 篩 箴 羮 頬 魄 遼 篤 鋪 餞 賊 謁 蝮 噤 槍 熨 錦 颶 鋏 優 賤 擾 樸 嬾 臻 範 謡 羲 橋 頴 蟻 黛 撹 謠 馘 霓 餉 謎 曖 鉾 謙 羹 録 槻 瞭 頷 暸 簒 螽 澹 鏡 糂 錢 磴 臉 稽 癢 瞼 濬 諍 嗅 穩 預 瀬 羯 賛 鴬 嶷 燮 顆 樽 頰 誨 餒 穎 槇 鵜 導 頽 熹 鍜 贄 44 | 73 贐 歡 罐 禳 蠣 纈 蘿 鷓 鸛 鑑 闢 轡 襤 鱧 廱 驪 鸞 驕 鷦 驤 鑼 臟 羈 蠻 鰹 轜 轢 鱚 鶴 鰾 鹽 鱸 疉 麟 贓 驥 驫 驩 驛 爐 轤 纒 艫 顯 顱 廰 邏 驟 鰐 饑 鑪 鱈 韆 鱠 鱆 驅 艦 鰻 鑠 髞 髑 鰰 韈 鑰 齷 纏 驃 讌 黯 驢 癰 癬 鶻 45 | 116 鰯 癈 蔽 繻 線 瘉 藥 鰓 綴 繙 繰 繦 魑 廠 綸 爍 燦 黼 徽 瘟 縻 鯑 窩 鮠 薀 鰊 畿 練 綱 螺 磁 魎 楹 懦 鰈 蠍 鮹 縛 巒 鯏 廢 繼 蹶 魍 孺 縊 燃 廏 繪 獗 蝓 燥 踰 鯀 濕 黐 禍 譏 黥 瘢 鯛 鯱 鮑 襦 辭 櫞 隰 蹤 磯 鴪 黻 癜 鰍 鯲 黜 蠑 鯰 縱 緤 鮨 樒 蝸 嚠 燼 爆 臑 錣 褓 襁 綿 鯤 綬 孵 纃 鮒 綰 鮗 縲 褞 畷 蟀 隲 機 輟 瘰 緘 緜 嬬 慍 蘇 鴆 鮫 鯒 緑 樂 緞 46 | 144 匳 撰 照 禅 憑 魁 霑 颱 瑩 鴈 燕 遏 鼠 嶮 鴎 踐 瀉 蛻 鳥 駑 飾 詒 飯 魂 煦 震 溥 禽 蹊 瀏 蛹 褥 齢 雹 嶋 隠 噌 詭 塰 慣 鴨 鵁 穂 滝 潟 濟 僭 鴕 滄 唸 甌 毆 飼 聡 遐 渦 潛 凝 霪 漲 漣 蟋 遒 縋 濡 蜷 褪 樢 鴾 嶺 隱 減 潔 溢 駘 漏 瀑 館 鴛 醤 檎 慂 爵 鴟 毓 零 潘 霤 蜈 鴒 蝉 鼬 蝎 縉 漱 險 竄 默 鴻 鴇 甑 歛 鴃 澱 溶 獵 劔 鳳 溽 蔦 窓 態 陰 認 滷 談 鵄 霖 漓 罷 鹵 滅 猷 滴 晉 爲 嗚 橘 蝋 鳴 愈 雲 鳩 溘 領 鄭 樋 黔 懣 鴿 湧 雷 璃 槌 47 | 178 黽 豎 謇 蟇 撓 輿 頸 舉 舊 裴 瞑 餝 厩 彗 暃 擡 閭 臺 儔 楫 麺 廛 鬨 輒 亶 僥 嬉 撃 蝨 踵 墓 暄 憇 劃 閏 穉 墮 暈 閨 鞋 琿 聞 閠 鬩 嚊 覧 嶢 蕘 詈 鋳 暉 僵 遣 蕚 睚 違 巽 篳 羣 撞 撮 暫 裏 睹 輦 蓴 輯 磽 瑳 誰 層 琶 歎 扉 鞏 跫 冀 睡 菲 餌 腥 擧 葷 菫 稾 瑾 憙 墹 腓 量 薹 蕁 環 鼾 肇 葺 襄 圍 聖 橈 犀 磑 錏 擘 麑 僅 圜 窶 膏 雎 噎 誹 槿 壼 賣 醒 曉 遲 擣 罪 蹉 瘻 璋 慙 鼻 雇 靼 僖 竃 壇 畫 虧 賦 餠 薑 確 靖 嬶 磬 膚 愨 誓 壽 槹 靠 睛 懴 薤 睦 韮 瞶 輩 殪 甕 扈 髻 衛 懃 寰 置 燒 蹇 慧 甦 瞳 輙 趣 睫 雩 轄 揖 晝 蜚 衞 塵 塹 譁 腫 48 | 163 俗 炎 俘 徭 窗 俟 券 椈 笑 隊 枚 徠 校 笈 変 挈 畛 筏 杪 発 廖 烋 枌 桜 彬 莢 翕 倏 税 条 氛 來 欲 條 粂 筱 貂 姿 娩 像 桼 冢 務 劵 称 翆 紛 豕 粉 依 葵 侈 象 效 袗 夾 樅 滌 夜 麥 煖 豺 梦 彖 遂 炊 烙 栩 杉 豼 喙 秡 從 援 倆 衫 移 欧 参 焚 豹 狄 爰 摎 粲 徐 稀 採 多 易 葱 凌 炙 笂 摺 倦 椽 蓚 筴 裂 灸 猊 透 格 炒 稜 脅 偬 茘 秘 狢 豢 俛 鈔 溺 裼 尨 柊 劣 椦 溷 疹 怱 逐 協 啄 貉 勠 後 殀 佼 逖 惨 猝 癸 匆 豸 忽 忿 媛 殄 秒 珍 復 俊 貅 修 筬 寥 笏 奥 狡 掾 蓼 嫋 欽 彩 奧 偐 貊 狹 符 派 49 | 91 鷽 簡 簍 顛 耀 簀 贍 簣 鬻 瓔 饕 懺 饐 讚 蘖 鐘 齏 黌 鐶 曜 輳 殲 罌 釁 麝 鬚 鍠 鍾 籃 饗 籤 籠 欅 鏨 爨 矍 警 鷹 鬟 釐 鷙 讒 轣 鬢 籔 攪 鑽 鑄 釁 餡 籏 鎧 鑿 顧 讀 顰 襲 燿 軈 籬 鑚 韲 籖 雙 贔 譫 簷 饒 瞿 贖 覿 寳 醫 簫 覺 癪 譲 鐸 籟 饋 籍 鑛 竇 籌 護 鏤 謄 讖 簪 観 鬘 50 | 208 蜀 菅 葹 蒡 鞁 塘 型 働 摧 莖 罩 厮 富 勧 構 緋 嫖 蓮 鞄 崋 跣 嗷 靭 雋 雑 塒 朝 覃 靺 幅 靱 傭 煙 輕 嘘 椏 脛 萓 嘩 皸 寧 遍 偉 葮 曄 祺 盥 聢 酷 皹 新 壷 鞍 聘 蒿 蓋 幕 豊 催 瑞 葫 萼 勒 堽 榊 蓿 雁 暁 宦 署 暝 蒔 幇 閘 搆 痙 堙 澁 幃 靴 赳 辟 盟 跿 骭 萱 儁 膜 鞅 棚 雄 嵋 撒 監 葦 韵 踈 廝 雌 副 廣 瑚 蔚 踞 甞 睾 腱 膀 掣 樺 帷 嫺 酣 華 蔑 廩 堀 嗤 鼓 雉 崖 辞 崕 堅 腰 腑 塩 弸 珈 掘 開 菁 竪 鼎 腟 嶄 慚 嗾 截 停 酵 勤 酲 撕 當 卿 菷 堋 境 寨 崩 萌 閧 犒 腔 墳 墸 蔓 罰 瑪 肅 竝 冪 塞 竰 塑 踪 寛 嵩 硼 擁 寞 墟 畢 蔵 剴 雍 膈 罫 睥 猾 碚 愃 賍 楜 窟 慓 倔 禊 瞎 蔔 閙 麾 楞 剽 割 暗 媾 塙 慟 蔟 嵒 辣 棄 蕎 腎 菩 歴 51 | 106 麪 稷 貎 麭 籐 墜 糴 瞥 燐 繆 鶲 儉 檢 弊 篋 橡 礇 樛 攀 燧 穣 膠 懊 貌 墾 橙 糅 憖 鍬 鯊 翦 戮 黏 鏐 繚 篆 樊 斃 潁 獪 璽 貔 慴 燈 慫 戳 簗 夥 鶸 燠 獺 貘 篠 奬 魏 暼 餐 銹 濮 瀚 稼 籘 櫂 薐 燹 餮 餤 邃 籀 謬 齔 褶 鬱 彝 穏 飜 賚 麩 鏘 彜 鋭 翳 斂 簓 藜 穆 燎 囓 噬 墺 豫 襖 糘 箆 鯵 醪 齒 禰 瀦 簽 礬 藐 薮 懇 鰲 隧 52 | 291 距 辜 胯 隍 毫 捶 訌 胆 婁 孱 揮 建 庸 專 問 搾 冓 拝 恚 排 堵 農 最 肩 颪 捍 据 悪 幹 掴 媒 嵌 桂 啅 閇 唯 軸 萋 掫 属 差 奎 捩 閉 詛 軍 損 瑶 堂 看 集 拜 棹 挂 悲 著 軟 敢 娟 蛋 重 隋 搗 是 眼 曹 崔 害 斬 拿 窒 韭 捐 畐 票 峯 蛬 掌 畳 堪 勣 訐 斯 栞 稟 琲 冒 黃 晤 晧 摸 桿 寉 珪 砠 圉 寔 時 昼 董 旌 虐 閑 庫 屋 惹 萇 匙 荳 惺 蛙 凖 眉 厘 毀 街 超 厚 罠 腴 斐 革 閂 閔 椚 嘗 壺 班 奉 堡 居 胥 甜 惰 耕 註 証 呈 堆 搴 畤 眥 耋 掉 封 塀 堕 媚 軾 堤 搓 達 晢 埀 軼 圄 菖 盒 望 患 尋 徘 産 渟 掛 俳 喧 聒 胙 堊 唾 斑 捏 賈 娃 酔 埴 匪 章 買 眛 耻 星 脯 插 眤 握 宣 理 景 皐 苣 昨 梼 匿 晴 啀 廂 椁 凰 捫 盲 蓐 椎 非 茸 哇 琥 書 散 瑁 娶 埠 訂 基 鬥 乾 脾 冨 哢 軻 珥 葎 豈 間 疎 嵳 畴 埋 運 匐 盖 情 連 皖 垣 尉 俸 喨 耆 亭 軒 眸 壻 喞 摂 眠 冑 青 捧 提 貯 隼 皇 蚩 填 推 訪 載 畦 婿 嘆 計 硅 壹 亳 售 喜 動 措 堯 軽 蓍 娼 祚 旺 惶 與 跨 韋 涯 蒄 事 賁 阜 期 哩 珸 禀 敦 進 53 | 76 鮴 繖 襪 騾 黝 盤 蹠 赫 鰤 辨 嬲 辧 蹴 鯔 端 蘊 縺 櫟 縦 縡 緲 鰥 魴 鱗 縹 繿 跡 礫 縮 關 縵 勵 鮟 駲 馴 嚇 締 緇 鰛 蘰 鯖 離 繝 蠏 麼 聯 鯣 繃 瓣 薊 蹄 齣 蓆 鮎 縞 嘛 廨 雛 鰄 鯆 繊 騁 斷 鰮 繹 鯨 聨 擽 織 繍 辮 經 鮪 鰔 蔀 繭 54 | 288 詣 現 課 彙 勗 漑 嘉 訶 惷 詮 童 飫 詢 橦 碵 遠 詑 漬 諌 貮 道 睇 鉅 棲 覗 羞 璞 曁 較 觧 誅 貴 頼 鈕 靤 悳 髴 冕 精 潼 琵 煌 瘠 棊 鈞 膳 睿 詐 酢 遉 舅 模 榿 澆 槙 頂 愍 該 錆 僂 評 鋸 賭 晨 貢 越 飩 毳 屓 訖 準 碧 漢 匱 詔 滬 興 設 奢 詞 楮 智 輹 選 楯 貼 託 對 殖 真 愿 唱 屠 睨 遅 飮 募 潰 恵 髯 羝 僮 楳 數 晶 瓷 覚 惡 暦 斟 亀 喫 規 肆 奩 愬 搶 閥 椿 許 嗟 詁 員 舂 惠 園 誑 套 朞 聟 擔 碾 嗔 橲 賄 脊 梶 磧 貳 這 蜃 賎 雪 逞 誚 榧 起 詬 皚 嗜 誄 棋 鈿 植 頚 詫 諂 鉦 蝕 趙 湟 蚕 輅 項 衙 群 磋 堰 頡 営 矩 廉 野 積 皓 頑 費 匯 試 稙 瑣 餅 読 椢 貰 桓 圓 責 墨 鉄 電 僊 億 戞 鈩 槓 麁 訝 閣 塡 誡 椙 程 瑟 誇 樟 唳 詰 惑 蒜 槝 戛 渠 湃 詩 麸 輊 軛 篭 債 張 棒 硯 樓 脣 話 瞋 詆 萸 善 蓬 転 琴 銅 蓁 虞 憂 稈 鈷 頗 逹 意 碁 貪 軣 想 暹 覘 嗄 梟 渾 錻 戟 訴 閲 熕 榠 磊 眷 貲 槊 鋩 着 逵 瑕 逗 静 會 賞 窘 替 碕 鉗 脹 詳 暑 閻 捷 楕 框 遑 践 関 嘖 蒼 賑 嵯 碇 55 | 379 茴 骨 殻 舳 畜 疳 股 哥 柆 盍 喇 陣 舮 痩 跟 桝 栗 疵 悁 宮 斎 眦 陪 摑 荷 扁 棗 釼 郁 倥 徑 特 臥 葆 皈 畆 祓 瘋 帰 倬 傲 昿 焼 耡 結 荘 竚 剞 訓 葡 術 崗 跖 愕 惟 紺 椌 罧 牽 琉 粧 郢 草 掠 陦 崇 痞 宰 崙 旃 敬 穽 竒 惆 眈 蛞 敖 們 竦 寅 棠 勁 茵 砌 腺 夢 椋 勅 苗 莇 赦 腕 常 瓠 祗 葉 順 娜 剱 椰 梓 宿 搜 荊 都 剩 悵 悟 罟 聊 異 陲 腆 搭 椨 略 畝 湖 萃 牌 剳 逕 酥 婦 嵜 窖 宵 剖 祟 菽 莊 剰 湮 盂 遊 勘 旄 蛎 恠 眄 葩 揣 部 陌 哂 倒 高 眺 竡 莚 酖 姫 宙 研 挺 前 塔 棺 啻 屐 猜 素 喃 祷 麻 嫂 痴 惜 苫 峺 週 觝 暎 眩 黄 粟 梃 陬 寇 蚯 院 旆 唖 帶 荒 捜 培 寓 娵 陳 陶 苧 逝 掻 描 倨 堺 郭 菌 晒 游 原 郵 店 滓 荐 剤 鄂 袿 剄 傅 莅 甥 唐 萄 喋 衒 御 勃 孟 酘 瑜 陷 陸 裃 靫 殷 玻 廁 咄 側 倍 席 極 閖 胡 脚 蓙 歃 苙 梛 茹 葢 裡 耽 皙 苦 娉 椥 菓 孳 胴 痺 控 猫 酌 孰 斛 蛄 耶 喻 婀 掟 痼 随 痔 偏 邯 峙 馬 報 劼 茜 瑙 渮 崎 朔 個 虚 幀 嵐 瑛 畊 鋤 破 牾 寐 解 苒 健 堝 悚 悍 倩 揶 站 悖 肺 傍 寂 斌 栖 症 迺 胱 砺 渡 釣 陞 借 做 蚶 酊 棕 莞 閊 掏 衄 粒 厠 萬 塢 悼 哲 逓 寒 蚰 掃 趾 跂 肱 桀 帯 峠 剌 寝 盛 惇 朖 胛 酎 寄 珊 鹿 肢 舸 渤 煤 晞 庭 跋 恃 椡 舶 蛮 斫 苛 菻 殼 啌 焙 創 跌 欹 盃 度 曼 焦 碆 胼 珮 晰 備 蛆 祠 趺 偶 罘 啣 56 | 330 抃 其 隻 佇 住 岸 若 坑 面 拏 全 拍 芙 宕 励 作 壯 柞 拉 伸 房 卦 苴 門 扛 拈 何 戸 拘 芽 妄 岩 尿 玩 竍 昵 寿 旨 芦 俚 走 尭 虍 王 叫 吉 抽 吏 弭 罒 芫 址 肝 佐 珀 肋 中 有 牲 竓 亜 妲 拑 捗 汞 但 垢 主 庄 拱 萎 卉 射 某 芭 呀 枉 巨 早 𠂤 判 垪 且 妝 狂 出 茎 担 宇 取 定 芒 征 昔 妛 抂 邦 匡 丗 妍 完 所 折 侍 肓 町 弄 羊 甼 拂 百 身 幵 屈 刑 肛 斉 倖 投 佃 写 抹 胚 批 屏 枅 乕 些 朋 吾 肴 壱 拙 刳 卓 玉 使 尾 芹 苜 旱 歪 抻 宗 刊 枠 听 芋 亨 正 亘 拆 享 戻 姑 拊 柑 佳 京 佑 盻 足 赱 廿 坤 圭 拷 圣 要 乖 空 位 助 持 茉 砕 柾 圻 庠 挿 民 豆 珎 束 目 珠 庁 虫 卸 卍 抗 仲 毒 孝 肘 宝 丘 吽 苹 恁 杜 肪 芳 里 曲 牢 忰 肌 垳 幸 告 扶 甘 肯 抜 胖 屆 拭 生 明 茅 弉 宜 克 芝 亮 床 矼 盾 杢 坿 仕 奸 届 押 性 囲 躬 近 声 垰 乍 拌 実 竏 左 佶 止 垂 俥 売 孛 襾 打 車 守 圧 辛 疔 坪 再 狸 括 在 号 隹 玳 立 拵 牡 拒 自 律 聿 巧 坂 臼 乗 寺 邑 角 宋 英 杠 耳 准 宍 佛 坦 舁 杆 旦 岳 串 年 夸 妓 按 赤 𦥑 荏 者 臣 估 扞 字 拓 咋 井 庇 吁 技 赴 宥 妊 凪 缶 肚 姐 缸 坊 廷 窄 珂 拮 罕 姓 吐 坩 政 57 | 312 嘴 潤 蜜 語 蝦 駻 溝 遨 謫 騎 蟆 愚 漕 單 幄 碼 慰 駕 蝟 遁 舗 榑 檍 弼 暇 甅 歔 撤 蹈 滑 蝙 槁 詼 蕷 厭 濘 霜 邉 鵈 凛 彁 畸 厨 操 曝 澗 霈 澡 擲 傳 慝 閾 遇 搏 滸 虜 彈 碍 翼 噴 増 殫 騒 融 幢 墅 瀞 避 濆 漫 贈 艙 實 遺 盡 鍵 駐 逼 賢 諷 悶 敷 輛 憧 稿 瘴 誦 壗 繋 錮 鴫 喟 慮 靦 澑 諚 碪 撻 橸 黠 濾 嘱 噂 霄 蝠 遵 慨 蕊 甎 鞘 霍 博 甄 潺 叡 遘 褸 鄲 礑 調 漂 噪 膕 璢 牆 諛 諭 戰 歐 斡 邁 澂 蒲 藕 嘲 澣 蛩 愽 膤 劈 賻 轎 鞣 霙 樶 踴 罨 膰 蝗 督 献 螳 蟠 嘔 燵 霊 誥 薄 需 輔 臂 嶽 嶇 號 壥 嗹 福 濁 擂 擅 輌 獣 嫣 圖 潭 諒 麈 踊 藻 潯 磚 椹 塾 憺 瘧 漸 豁 誣 暮 榁 舘 錯 濶 跼 諾 醗 螻 嫗 器 頏 噐 潮 賠 濃 蟄 蹌 嘯 墫 槽 樗 霎 樞 憾 閤 蜑 横 蜻 團 舖 殞 嬖 噫 墻 蜩 糊 癒 暾 罸 僣 慱 龠 遭 槫 闊 憶 摶 帽 蝿 慎 隨 廚 韶 嶌 嬋 薛 榾 短 膣 闖 醉 葭 遷 罵 覡 腿 襌 黙 儂 諡 臈 潜 罅 窪 閼 薫 戡 糎 踝 糖 濳 磆 樹 蹲 腮 噸 戯 闕 溏 熟 論 霆 澤 槞 鎬 壑 窺 靜 鶉 輝 隕 誌 蜘 憚 誕 硬 鵑 憩 諜 蕾 糟 膊 凜 駄 緡 褌 摯 誠 檗 輪 蔭 閹 鴣 58 | 290 柢 座 斿 俄 俤 彿 狼 佚 佝 恋 倹 倭 客 秤 呼 衆 盗 峰 侘 疾 侏 俎 犁 断 施 狎 狒 伯 陵 的 釖 兒 搨 秩 琢 猴 杵 倚 刎 椛 狙 梅 芟 腋 娥 婬 柴 唏 哘 翅 屍 併 柝 桁 利 哀 供 狗 圀 屎 殉 待 卑 狐 俵 徒 惣 侑 狃 奕 莪 株 姚 姦 惚 荻 杤 歿 粃 益 犲 兵 硴 挌 荼 羔 金 恷 彫 隆 表 羌 昜 体 家 知 悠 栲 厖 殊 侫 柎 掬 茨 莠 径 剃 免 茱 循 煽 旋 搦 独 紊 佯 侠 眇 佗 徂 茶 菱 砂 笊 衍 弥 欷 菊 核 旅 埣 炭 粁 柬 晄 伜 行 究 効 翊 嫁 物 俣 奔 威 析 吻 苳 狠 案 役 兔 塚 考 敏 秣 凭 攸 狭 脈 俔 妹 峩 姶 麦 复 猗 従 妣 形 姥 葬 茖 娚 歩 垓 哦 妨 奈 炸 崚 候 容 佰 和 豚 埖 彦 剣 猟 任 刹 往 斧 枋 徃 很 杓 咳 蒻 妬 衽 柁 杯 秧 省 梨 栄 莽 狆 莵 花 孩 迩 栃 林 枡 粋 狛 爼 柏 彷 芻 挫 咨 狽 弯 侮 妾 並 佞 倪 伴 徇 件 栴 俾 梹 裄 灼 狩 袢 旁 徊 飛 穿 咾 竹 栫 秕 剔 侯 乘 秋 枸 除 倅 妖 挧 盆 泉 悌 俐 卒 昇 莱 釟 探 牧 砒 材 籵 狷 放 茗 柘 衷 枇 欣 脩 促 舐 姙 希 保 党 菜 妙 娘 突 59 | 179 躱 鈍 竺 筥 秦 履 賜 錵 箚 銖 筍 搖 豪 貍 暢 筮 趁 廈 箕 築 筈 笘 篁 雀 筺 箜 婢 顏 翡 須 賃 膂 猪 暘 濛 衾 榛 夏 笆 厦 款 稚 鳬 槎 釿 塲 箝 笶 髱 慯 耄 種 豬 撲 篦 髭 躰 彪 欺 遯 篌 奏 筝 笛 裹 髣 據 銑 篏 筰 髟 筐 髦 諺 銜 獏 犂 袞 箘 策 翫 笨 笋 殤 箪 躯 簇 擢 髢 傾 義 診 揚 箱 潅 箇 髮 等 筋 楚 儀 歓 蒙 軫 箟 慊 筧 榎 答 瑤 稻 笄 鳧 笹 筒 耗 猿 竿 影 楊 権 管 碓 裝 族 筆 場 銓 聚 稗 麹 僕 粢 髪 銛 鉐 簑 髫 鋒 携 箸 笠 箒 錫 巻 猩 箏 寡 稘 碩 第 筅 腹 夐 算 飭 彭 傷 教 嫉 笙 窰 賓 榻 膓 腸 犇 褒 肄 徨 簔 蒹 奪 鉢 恙 筌 筵 頒 楔 60 | 130 彎 櫁 獸 襭 騨 鹹 飆 羆 靆 鰡 櫓 鶇 艝 躋 饂 麗 鵲 霾 蟷 鑾 艢 竸 齎 鷲 齦 鬣 巍 鱒 籥 懶 纓 鷆 蠕 攣 纉 鷏 癨 鷁 臠 黨 瀾 鐙 蘂 齬 響 欒 纐 糯 灣 騷 戀 臘 黷 靄 變 蘚 爛 飄 鏑 黶 欝 鵠 鷄 纛 纔 黴 鑞 鷂 穰 鼈 癩 鵤 鶚 儷 譌 鱶 鸚 糲 譎 囎 纖 孀 鷸 鵐 齲 驚 巉 齡 繧 鰌 懸 鶫 謐 蘓 鷭 齶 霹 艪 靉 霽 蠡 靈 鶏 齪 靂 鵯 験 躑 魔 齟 竊 鱇 轗 鵡 襯 鐚 灑 顋 騰 齠 驗 鰕 襴 露 鹸 鶯 鷯 鐇 櫺 鵺 61 | 173 躓 轂 權 臓 繞 踟 癇 蕋 騫 嚔 臆 薯 難 蟶 聹 臀 鵙 蕈 蘗 藺 蕭 韓 儡 麒 蘆 櫨 鞜 醋 聴 醴 樫 躅 醯 髏 臚 鏝 嚏 醇 赭 檸 鞳 蘭 騅 鐫 藏 鐔 藉 輸 鮭 嚮 鞐 繩 羅 瀘 軆 羃 儼 櫚 壙 禮 禪 礪 蠖 駸 瞠 懌 醍 叢 瓢 飃 鬧 囃 懷 躔 瀛 橄 諦 鞨 纎 罹 曠 藍 鯉 癖 臨 艟 騙 鐓 攘 鞫 躇 壞 髀 蹕 羂 灌 壘 邊 盧 薜 礦 聲 轆 禧 歸 癌 軅 願 儖 闔 鰭 濫 壤 醐 鯡 騏 襞 鰉 轍 廬 擴 嚴 藁 曙 瀟 瞰 艚 燗 職 巌 頤 鞭 壁 膿 觸 麕 艶 擇 鍔 薩 闘 輜 鐺 馨 獰 壅 雕 螯 攜 鵬 醢 懽 甍 續 勸 嚀 緯 隴 慳 櫑 雖 檻 鰆 臙 釋 錨 鞴 嚆 靡 擶 躁 髄 憲 62 | -------------------------------------------------------------------------------- /data/cluster-k40-abfgh.csv: -------------------------------------------------------------------------------- 1 | 40 2 | 1.58450704225 0.69014084507 1.42253521127 1.35211267606 4.5985915493 3 | 4.99590163934 0.143442622951 1.48770491803 4.15983606557 2.69672131148 4 | 2.46062992126 0.232283464567 0.586614173228 2.6062992126 0.716535433071 5 | 2.01612903226 0.193548387097 5.37096774194 2.38709677419 5.77419354839 6 | 6.42391304348 0.0869565217391 1.79347826087 7.72826086957 5.01086956522 7 | 6.70464135021 0.130801687764 0.599156118143 4.32489451477 1.18987341772 8 | 4.32584269663 0.134831460674 0.820224719101 8.51685393258 2.51685393258 9 | 4.84848484848 0.0909090909091 2.86363636364 5.92424242424 7.07575757576 10 | 1.97478991597 0.0756302521008 4.6974789916 1.9243697479 2.73109243697 11 | 3.21621621622 0.324324324324 1.87837837838 3.22972972973 6.81081081081 12 | 5.0125 0.2625 0.0 3.9625 2.175 13 | 5.16111111111 0.216666666667 1.07222222222 4.78888888889 4.88888888889 14 | 2.52447552448 0.0839160839161 0.699300699301 0.853146853147 1.17482517483 15 | 0.585858585859 0.106060606061 0.530303030303 1.27272727273 1.13131313131 16 | 5.41517857143 0.120535714286 1.32589285714 2.17857142857 2.00446428571 17 | 2.71604938272 0.135802469136 1.8024691358 7.40740740741 4.69135802469 18 | 5.23333333333 0.24 3.34666666667 2.84 4.87333333333 19 | 10.4155844156 0.0519480519481 2.41558441558 4.62337662338 3.74025974026 20 | 6.92696629213 0.134831460674 1.15730337079 3.38202247191 3.67415730337 21 | 3.22051282051 0.333333333333 0.54358974359 5.0358974359 3.69743589744 22 | 3.89150943396 0.212264150943 0.707547169811 4.33018867925 0.75 23 | 8.33333333333 0.0222222222222 1.04444444444 10.0 3.71111111111 24 | 1.78403755869 0.0892018779343 2.25352112676 2.67136150235 1.29107981221 25 | 0.984251968504 0.165354330709 2.11811023622 0.59842519685 2.4094488189 26 | 8.22 0.04 3.18 5.14 6.58 27 | 3.52853598015 0.17617866005 0.75682382134 2.95781637717 2.01985111663 28 | 7.29569892473 0.150537634409 0.870967741935 6.14516129032 3.20967741935 29 | 1.70566037736 0.335849056604 0.577358490566 2.29056603774 2.50188679245 30 | 1.41772151899 0.23417721519 2.1835443038 2.77215189873 3.6835443038 31 | 3.8630952381 0.35119047619 1.23214285714 2.3869047619 4.18452380952 32 | 10.9705882353 0.147058823529 0.882352941176 7.69117647059 2.33823529412 33 | 5.15789473684 0.112781954887 2.65413533835 6.06766917293 2.82706766917 34 | 1.73983739837 0.134146341463 1.00406504065 4.69918699187 2.22357723577 35 | 3.46715328467 0.142335766423 2.37591240876 1.90875912409 2.74087591241 36 | 4.04419889503 0.116022099448 2.65745856354 3.57458563536 1.60220994475 37 | 5.1954887218 0.157894736842 0.518796992481 6.28571428571 1.38345864662 38 | 4.50561797753 0.0898876404494 5.13483146067 3.0 3.1797752809 39 | 6.93333333333 0.0416666666667 3.63333333333 3.475 2.575 40 | 8.47244094488 0.0629921259843 1.73228346457 5.55905511811 1.69291338583 41 | 2.9792746114 0.227979274611 2.73575129534 4.31606217617 4.13471502591 42 | 143 戔 涌 蛉 冶 泱 雨 松 洛 逧 淹 泳 曷 桜 飢 怜 浤 況 泅 流 混 泡 浮 欸 沁 烝 決 沢 袰 淌 洟 法 逃 習 晁 為 深 咫 浄 浹 吮 殆 渇 淦 淺 翁 淋 泌 枹 玲 卷 飠 矜 治 涕 笵 淨 漆 圈 烏 蚣 奚 溜 苓 羚 怨 溌 疱 渋 捲 棧 囹 梁 即 沼 浚 沿 毬 卵 栂 図 倦 淞 冷 添 汎 偽 渓 浴 脅 泓 逡 浅 汲 淫 娑 滔 念 鬯 弱 溪 勇 湲 禄 唆 殴 洽 洶 鹵 浪 爲 蚫 范 瓰 侭 逑 袍 消 貿 祭 氾 滾 恐 汰 捻 救 咆 迢 洞 湧 蜉 奨 渙 殘 淬 乳 枩 淆 涵 忍 洩 惓 洸 翌 43 | 245 蜀 蜜 隍 遨 碎 楠 遠 詑 爺 覗 跟 較 觧 鋲 蓑 槧 靤 遁 摑 煌 撤 嫻 舅 模 槁 詼 跣 榿 嗷 蕃 薈 該 嘶 僂 畸 越 飩 犠 葡 傭 傳 慝 虜 審 漢 罧 噴 増 薔 楮 棹 楯 貼 腺 隋 觜 對 殖 搗 愿 盡 蜥 穀 幕 壌 敷 輛 蛬 憧 稿 稟 黃 僮 楳 數 摸 碪 暦 嘱 愬 搶 閥 閑 跿 葩 漂 惺 膕 園 僑 棺 超 喃 播 澂 痴 碾 踈 閔 椚 楪 擱 罨 膰 惰 蝗 督 緒 需 皚 鈿 鉤 植 號 堕 趙 辞 傅 輅 衙 嫣 喋 廉 椹 稙 瑣 漸 椢 貰 暮 極 榁 鉄 慶 僊 億 鉉 蓙 嗾 麁 頏 歃 買 閣 椙 裡 槽 椥 僧 樟 當 閤 蒜 横 槝 景 殞 境 墻 糊 寨 廂 椁 僣 随 磐 慎 報 樓 散 嬋 蓬 銅 榾 膣 幀 醉 鋤 標 儂 鈷 頗 逹 寛 窪 皖 戡 糎 踝 嫡 覘 嗄 磆 錻 戟 橢 訴 閲 喨 熕 戯 榠 喞 貲 槊 貯 鋩 澤 塢 逵 碚 歳 楜 寒 輝 隕 會 賞 誕 碕 稠 麾 煤 凜 惶 椡 褌 摯 誠 創 践 欹 尠 輪 蒄 碆 賁 價 親 嵯 碇 敦 棄 業 歴 44 | 255 抃 如 佇 住 若 坑 拏 拍 芙 宕 励 作 壯 伸 扛 拈 何 功 拘 岩 阯 尿 竍 芦 走 尭 虍 叫 吉 抽 扱 吏 罒 芫 址 佐 肋 中 丱 汞 但 垢 庄 拱 卉 芭 呀 申 早 判 垪 妝 狂 出 茎 冉 宇 芒 攻 征 妛 抂 邦 皿 丗 妍 完 所 折 侍 町 弄 甼 扣 身 旧 幵 冴 刑 斉 披 投 佃 刋 写 抹 批 毎 枅 乕 并 抔 壱 舛 刳 使 芹 甲 抻 宗 刊 枠 共 听 芋 亨 正 地 拆 伍 姑 拊 京 忤 朽 佑 足 廿 圭 朿 拷 圣 乖 空 位 助 茉 圻 壮 世 束 庁 虫 卸 卍 匠 抗 仲 用 孝 肘 丘 吽 苹 杜 芳 曲 牢 忰 肌 垳 告 扶 甘 抜 茅 册 克 芝 床 由 杢 坿 坏 仕 奸 伊 押 性 囲 圸 古 近 存 卅 拌 竏 佶 止 売 田 冊 圷 宅 占 色 孛 襾 打 守 舌 圧 辛 疔 坪 再 玄 括 在 企 号 隹 玳 立 拵 牡 史 巧 坂 叮 乗 寺 市 角 宋 英 杠 耳 宍 佛 杆 丼 皮 年 好 坎 妓 按 后 那 可 赤 𦥑 弗 印 估 叶 冲 扞 字 拓 井 庇 吁 技 安 妊 凪 抓 缶 坡 坊 廷 罕 吐 45 | 63 麭 繆 鶲 儉 梭 痰 彌 弊 篋 淡 樛 燧 濔 糅 憖 翦 傘 戮 獎 鏐 樊 斃 璽 貔 燈 爾 簗 燠 樅 黎 奬 撈 瀰 椶 啖 燹 邃 蓊 參 謬 褶 谿 粱 滲 爽 飜 蔘 慘 慾 澳 愛 邇 藜 囓 襖 鯵 齒 禰 裟 毯 鑁 懇 隧 46 | 93 贐 躓 歡 禳 蠣 纈 襪 騾 襭 轡 襤 躋 蟷 鰤 醯 鱒 騒 攣 藏 驕 癨 鰈 巒 鷦 縷 驤 黠 騷 鱗 礫 飃 蠻 囃 轜 蘚 點 飄 鏑 鶴 鹽 麟 纛 贓 鯉 騙 鐓 纒 譏 黥 顯 鯛 儻 邊 鯱 鶚 邏 驟 儷 鰐 饑 糲 鰭 纖 鰉 鱈 韆 鱠 鱆 驅 驚 臑 鯤 鑠 髞 鐺 霹 齪 蟐 靂 懽 躑 齟 鱇 鑰 襯 鰆 齷 臙 鰕 襴 讌 黯 癬 47 | 238 黽 辜 菅 毫 撓 揮 庸 裴 瞑 厩 彗 罩 暃 厮 臺 富 勧 構 楫 排 農 嫖 蓮 鞄 幹 輒 亶 僥 雑 塒 嬉 撃 蝨 朝 覃 靺 踵 掫 墓 輕 暄 憇 劃 閏 墮 暈 閨 詛 琿 聞 閠 偉 嶢 悲 詈 敢 鋳 暉 祺 酷 壷 曹 害 聘 僵 遣 韭 捐 睚 違 巽 撞 撮 萼 勣 暫 裏 睹 琲 署 暝 蒔 幇 蓴 閘 搆 珪 寔 董 幃 盟 瑳 惹 誰 萱 膜 層 琶 毀 街 歎 扉 腴 斐 跫 監 葦 睡 菲 嘗 班 腥 瑚 蔚 甞 葷 睾 註 証 榧 菫 腱 稾 搴 嫺 酣 墹 腓 廩 量 嗤 鼓 媚 雉 崖 堅 腰 肇 望 葺 患 圍 尋 聖 犀 開 聒 磑 鼎 斑 腟 賈 僅 膏 雎 截 噎 酵 誹 酲 撕 壼 賣 理 罪 晴 啀 瘻 璋 慙 鼻 雇 閧 靼 僖 蓐 壇 畫 賦 瑁 埠 墳 鬥 墸 蔓 冨 確 珥 靖 肅 膚 嵳 愨 誓 塞 塑 壽 睛 寞 睦 韮 畢 軒 眠 膈 扈 睥 賍 置 載 畦 甦 嘆 禊 硅 瞎 輙 壹 蔔 睫 喜 堯 蓍 雩 揖 與 跨 韋 晝 媾 蜚 期 塵 禀 塹 蕎 腎 腫 48 | 90 鮴 繖 黝 盤 蹠 蠎 続 鮓 赫 辨 蝣 嬲 辧 蹴 駢 鯔 端 慢 赧 鮭 剿 慌 縺 櫟 緬 編 幔 骰 縡 緲 鰥 魴 縹 跡 縮 緕 關 縵 勵 鮟 嘸 駲 薦 馴 嚇 痲 締 緇 鰛 蘰 鯖 離 羂 啼 繝 蠏 麼 薜 聯 儖 繃 瓣 薊 蹄 蓆 鮎 縞 勦 嘛 廨 雛 鰄 鯆 癘 繊 騁 斷 緯 繹 鯨 聨 擽 織 繍 辮 經 鮪 鰔 蔀 繭 49 | 67 鰯 彎 鹹 飆 羆 鰡 櫓 霾 艢 齎 齦 巍 鰊 懶 蠕 鵁 鷁 臠 齬 響 欒 纐 糯 鶸 灣 戀 臘 變 爛 鷄 纔 黴 鑞 黐 鷂 癩 襦 辭 譎 蠑 鯰 鷸 獵 齲 巉 齡 繧 燼 鰌 懸 鶫 蘓 鷭 艪 靉 霽 鶏 魔 竊 灑 齠 驗 露 鶯 鷯 櫺 鵺 50 | 120 貎 徭 窗 数 椈 笑 隊 衆 徠 笈 変 挈 畛 筏 琢 廖 猴 彬 翕 倏 税 膠 須 貌 欲 條 粂 筱 貂 像 笶 冢 務 称 翆 豕 粉 慴 葵 侈 慫 象 夥 袗 滌 麥 搦 煖 豺 梦 彖 遂 栩 杉 豼 犂 喙 從 援 衫 移 焚 豹 摎 粲 徐 稀 葱 葬 笂 摺 椽 蓚 筴 裂 猊 煬 稜 偬 狢 豢 鈔 溺 裼 椦 溷 疹 逐 啄 貉 勠 楼 後 惨 筅 猝 癸 忽 媛 殄 秒 珍 復 俊 貅 修 筬 寥 笏 奥 狡 掾 蓼 嫋 欽 彩 奧 偐 貊 符 51 | 75 潦 魁 霑 颱 遏 鼠 嶮 鴎 煎 魂 蹊 瀏 熊 齢 嶋 隠 驂 潟 濟 鴕 聡 総 霪 蟋 縋 濡 蜷 褪 樢 鈴 鴾 潔 漏 瀑 鴛 醤 檎 慂 零 亂 霤 鴒 鼬 蝎 縉 漱 險 竄 默 鴻 鴇 甑 歛 鴃 彝 澱 劔 鰺 態 稔 認 滷 綫 澪 霖 漓 飽 嗚 橘 瀲 鳩 領 樋 鵜 鹸 52 | 161 骨 距 訶 溝 哥 胆 塘 孱 盍 陣 專 問 單 幄 冓 弼 暇 甅 最 颪 捍 据 厭 悪 掴 彁 厨 啅 閇 軸 幅 訓 搏 属 碍 軍 設 陦 遍 軟 莇 唱 逼 悶 畳 堪 晤 湖 喟 晶 逕 砠 時 湮 博 庫 甄 詁 遘 荳 高 酖 惠 蛙 眉 厘 厚 祷 罠 惜 嵋 週 閂 蛩 壺 陬 唖 培 逞 掻 郭 畤 掉 福 封 軾 輌 達 唐 圖 軼 圄 潭 菖 野 渟 掛 喧 塾 試 瘧 堊 捏 跼 酔 埴 脚 潮 脯 握 蜑 宣 胴 蜻 孰 捫 痔 軛 遭 摶 帽 哇 短 哢 軻 嵐 間 葭 牾 畴 埋 運 情 悍 連 渾 蚶 冑 閊 悼 愃 瑕 掃 蚩 替 硬 惇 酎 動 措 膊 軽 涯 曼 塙 哩 珸 蛆 祠 嵒 趺 53 | 181 嘴 蝦 櫁 駱 憑 謫 騎 蟆 愚 漕 獸 碼 騨 駕 蝟 榑 瀉 檍 駑 鶇 艝 饂 麗 鵲 震 霜 邉 凛 操 曝 霈 澡 擲 彈 殫 融 慣 瀞 鴨 濆 艙 實 僭 瀾 諷 縛 覦 甌 壗 毆 繋 蘂 鴫 瀋 澑 濾 噂 潛 霄 蝠 遵 蕊 甎 鮃 儘 孺 潺 褸 鄲 鎚 噪 牆 戰 歐 斡 邁 縟 嘲 鵠 謚 燥 膤 劈 藩 轎 嶺 隱 霙 踴 蟠 燵 霊 薄 駘 館 嶽 嶇 懆 濁 擂 鵤 獣 爵 踊 藻 蝉 豁 鴪 譌 舘 濶 醗 嫗 颶 器 噐 濃 樗 鮨 樞 憾 鍋 鵐 嬖 噫 鳳 癒 蔦 慱 龠 駮 螢 闊 憶 謐 蝿 隨 韶 嶌 罵 覡 腿 襌 黙 諡 臈 鵄 閼 螽 糖 濳 樹 鵯 噸 験 熟 鳴 霆 槞 壑 鵡 顋 鴬 憚 鵑 樽 黔 蕾 頰 懣 鴿 糟 駄 雷 嬬 緡 檗 蔭 鐇 璃 鴣 54 | 144 攷 平 云 全 于 当 找 示 石 江 戸 妄 玩 寿 旨 白 本 未 辰 王 彐 二 仁 工 丑 忌 手 弍 有 戌 更 与 主 午 妃 合 先 巨 𠂤 且 右 玖 伝 汢 弌 半 尸 匡 月 羊 抱 至 百 卆 争 壬 弓 肴 老 玉 尾 夲 尹 汗 亘 旡 互 无 戻 呉 言 式 赱 气 夫 民 妻 目 矢 吃 麦 艮 長 曰 上 丐 見 生 牛 尻 土 朱 亊 抵 具 秉 包 貝 屁 乍 戎 左 失 元 弖 医 曳 汚 天 弔 兎 昊 托 自 毛 聿 夷 士 干 臼 司 佞 丕 尼 北 牟 耒 君 旦 瓦 夸 汪 辷 去 疋 牙 旬 耂 冱 日 三 末 五 弐 55 | 199 艾 子 内 乃 厂 夂 囗 才 什 戊 介 匀 彳 乙 扌 四 十 艹 儿 亻 刀 孔 毋 力 及 匸 込 卜 厶 下 囚 召 人 巾 升 処 只 个 彑 幻 亢 勹 乏 爿 比 札 乢 尢 屶 殳 入 反 丨 疒 付 刂 仄 礻 外 仏 以 广 水 斤 不 方 卮 矛 之 兀 卯 几 丈 仭 扎 攴 万 六 引 弋 口 羽 均 匚 勺 叱 禾 丁 孕 凵 兄 扨 冰 斥 也 匁 叨 代 火 廾 冗 廴 円 辶 仆 幺 又 了 朮 亡 厄 切 少 句 永 穴 丸 収 片 冂 八 凶 夬 仙 丹 斗 已 布 乂 此 辺 払 九 圦 夭 氺 仍 兮 乞 夘 刈 汀 千 它 一 亠 巳 巴 汁 冫 𠂊 氏 己 屯 小 匹 仂 叺 屮 他 衤 木 卞 双 山 叉 卩 仗 文 奴 仔 灬 川 尺 亅 寸 忄 化 丶 匕 阝 氵 宀 氷 汝 予 支 爪 从 巛 大 仇 女 凡 七 冖 孑 心 丿 56 | 225 現 勗 胯 惷 童 飫 訌 婁 道 建 睇 鉅 棲 羞 誅 貴 鈕 春 悳 拝 冕 琵 恚 棊 鈞 堵 詐 酢 肩 頂 愍 評 桂 筺 晨 貢 毳 萋 屓 訖 準 差 奎 捩 奢 損 瑶 看 拜 智 厦 款 鳬 娟 蛋 託 重 真 是 眼 屠 睨 遅 拿 窒 耄 畐 羣 募 訐 恵 栞 冒 訊 羝 誉 瓷 覚 桿 惡 亀 喫 規 圉 欺 昼 虐 椿 奏 許 屋 嗟 萇 員 匙 舂 套 朞 筐 髦 賄 脊 梶 奉 貳 這 胥 賎 雪 耕 髢 起 呈 清 嗜 誄 棋 潅 眥 耋 等 鉦 湟 堤 蚕 搓 項 堰 埀 営 矩 皓 頑 費 匯 桓 責 鳧 筒 耗 戞 鈩 匪 訝 章 塡 眛 程 瑟 星 筆 眤 唳 惑 戛 渠 皐 湃 昨 梼 匿 凰 盲 麸 債 張 棒 硯 非 琥 脣 書 娶 詆 萸 訂 善 基 転 乾 琴 豈 蓁 巻 稈 匐 碁 貪 軣 垣 尉 梟 俸 耆 眸 壻 眷 摂 青 捧 提 着 皇 飭 逗 討 填 訪 窘 婿 計 鉗 脹 亳 暑 捷 肄 娼 旺 楕 框 恙 事 阜 蒼 57 | 82 癈 蔽 繻 線 藥 鰓 綴 繙 繰 繦 憮 魑 廠 綸 爍 黼 縻 鯑 鮠 畿 綱 螺 魎 懦 蘊 蠍 鮹 縦 鯏 廢 繼 蹶 魍 綢 縊 燃 繪 獗 蝓 踰 鯀 濕 瘢 螂 鮑 櫞 隰 蹤 磯 黻 癜 鰍 鯲 黜 縱 緤 齣 樒 錣 褓 襁 綿 綻 綬 孵 纃 鮒 鮗 縲 褞 蟀 隲 機 鰮 緘 緜 綜 蘇 鮫 鯒 樂 緞 58 | 151 匳 霧 橇 鎗 潴 魯 澎 瞥 樌 檢 癡 學 擬 懋 纂 銃 鴦 箋 攀 濱 錚 糢 鶩 橙 鯊 檣 餾 檐 隸 穐 篶 説 謖 盪 鵞 礙 穗 鎭 瞹 養 類 鍼 鐙 榱 穡 銷 鬆 鎖 獺 鎌 凝 瓊 瀁 檜 鐐 褻 撼 遽 節 耨 額 鎔 齧 餐 餃 諮 簿 鎰 鳶 濮 鎹 錬 餤 濺 諫 嬰 籀 篩 箴 羮 頬 遙 魄 遼 篤 餞 鴟 滕 蕩 蝮 撩 噤 碣 熨 錦 鋏 優 賤 擾 樸 嬾 臻 穏 範 鉞 羲 橋 頴 蟻 賚 黛 馘 鏘 霓 澄 冩 謎 曖 鉾 羹 鋭 録 斂 瞭 談 頷 蝪 暸 簒 澹 鏡 糂 錢 磴 臉 稽 頌 癢 瞼 濬 穩 羯 疑 嶷 燮 瀦 簽 餒 穎 頽 鰲 59 | 78 譱 顫 顛 壟 耀 譴 譬 鬻 鐃 鼇 瓔 饐 讚 鐘 齏 黌 曜 殲 罌 囂 譖 釁 饗 羶 籤 籠 巓 钁 矍 鷹 鬟 龕 讃 鬢 攪 鐵 鑄 釁 讓 蘢 顧 讀 顰 襲 懼 饉 霞 籖 囀 譫 饒 瞿 贖 覿 藷 譛 譽 懿 題 讐 饋 鑛 鬮 攫 聾 籌 護 慧 謄 闥 瞻 蠅 讖 鬘 衢 寵 譟 蠢 60 | 179 詣 潤 課 漑 語 嘉 銕 贇 詮 詢 橦 碵 漬 諌 氈 諤 曁 慰 精 潼 舗 瘠 膳 睿 轅 謳 蹈 蕷 攅 濤 澆 槙 餔 覩 譜 錆 鋸 賭 澗 糧 諸 閾 議 滸 匱 滬 翼 興 詞 誼 諄 墅 選 遶 誤 膩 遺 龜 輳 曇 謝 飮 諢 潰 誦 錮 輦 慮 諚 撻 橸 隷 疂 肆 證 奩 壜 霍 叡 調 頭 諛 謔 飴 擔 諧 濯 龍 澣 橲 磧 餌 蜃 櫃 翠 誚 嘔 闃 誥 詬 輔 轌 頚 詫 諂 嗹 蝕 群 鋪 頡 諒 謁 潯 憺 餅 読 誣 圓 墨 電 諾 槓 顎 賠 誡 墫 誇 霎 謡 詰 團 舖 詩 請 輊 槫 話 瞋 鏈 餉 霏 謙 虞 遷 謀 槻 潜 謂 意 薫 暹 諠 蹐 論 諍 儲 瀬 窺 靜 静 賛 誌 諏 憩 諜 蟾 詳 謨 閻 誨 導 遑 関 熹 嘖 閹 賑 鍜 贄 61 | 196 殻 満 溂 禅 瘉 喇 痩 縄 悁 媽 商 啜 陪 釼 煕 蔬 滑 蛔 隔 瘋 駆 祿 蛹 潸 適 結 幗 熈 瘟 敲 遇 綟 愕 蒋 窩 絹 琉 薀 練 痞 梳 郷 磁 惆 蛞 遖 踏 就 喩 漫 瑯 楹 蛸 腕 萵 剱 駅 漉 隈 蜿 馼 駛 略 蜒 蝶 渦 慨 痾 酬 跚 嗣 裾 殿 廏 部 馮 搬 凱 緊 袱 蒲 峺 淤 滞 幟 悒 鳫 温 愽 膃 酩 淵 唹 裙 献 寓 豌 陳 禍 嵎 痛 惘 游 補 愴 牒 鄂 禎 逾 跪 酘 毓 瑜 裃 靫 綺 跛 槨 慥 傴 駒 葢 崛 孳 嗽 幎 然 蝸 蜩 斛 鄙 蛄 痼 颯 綽 蟒 熙 馬 過 憎 萠 摘 褊 渮 慈 崎 演 硫 源 褂 慷 廐 綰 遞 堝 組 駝 廊 迺 滴 渡 腮 畷 溏 蝋 酪 馭 輟 船 敵 偲 滯 瘰 萬 馳 隅 蚰 疏 遡 蜘 溘 細 寝 靹 渤 跋 殼 焙 慍 鴆 溯 踉 緑 駟 偶 勳 62 | 213 疳 股 捶 柆 岸 栗 型 働 拉 房 眦 荷 扁 郁 徑 特 芽 崋 雋 倬 耡 荘 唯 竚 肝 術 牲 亜 拑 捗 椏 紺 閉 草 掠 崇 宰 堂 旃 穽 眈 挂 們 葮 著 勁 砌 勅 定 苗 赦 崔 常 祗 葉 斬 娜 椰 宿 搜 荊 票 掌 罟 聊 陲 腆 雁 暁 宦 晧 屈 牌 寉 肛 嵜 祟 莊 旌 剰 赳 盂 遊 旄 恠 眄 朋 揣 拙 竡 莚 姫 宙 研 挺 前 棚 啻 嫂 苫 革 佳 暎 眩 旆 居 荒 甜 娵 苧 逝 描 倨 掣 堆 晒 華 郵 店 堀 塀 滓 荐 剤 剄 莅 晢 塩 盒 衒 勃 肪 孟 産 珈 掘 俳 胙 唾 玻 廁 咄 席 閖 胡 娃 苙 茹 耽 声 耻 停 苦 娉 垂 堋 苣 控 猫 耶 喻 掟 偏 邯 腔 茸 劼 個 畊 疎 苒 盖 倩 揶 站 肺 症 砺 陞 借 酊 亭 岳 串 莞 衄 哲 趾 肱 荏 倔 臣 帯 剌 胛 售 珊 肢 庭 祚 斫 苛 盃 肚 度 姐 胼 晰 備 姓 罘 坩 啣 63 | 46 罐 蘿 鷓 鸛 鑑 闢 鱧 醴 廱 臚 欟 驪 鑼 繿 臟 羈 鰹 轢 鱚 鰾 鱸 疉 驥 驫 驩 驛 爐 轤 艫 顱 廰 鑪 艦 鰻 觸 體 髑 鰰 韈 覊 纏 鞴 驃 驢 癰 鶻 64 | 214 斿 俄 俤 彿 狼 佚 佝 倭 客 呼 侘 侏 施 仮 狎 狒 伯 的 杪 列 灰 杵 刎 椛 狙 芟 娥 私 哘 翅 併 血 抄 柝 努 利 供 狗 圀 待 卑 狐 囮 侑 舟 狃 奕 莪 姚 姦 荻 杤 歿 粃 犲 兵 挌 体 忝 家 依 厖 侫 柎 掬 茨 莠 价 径 伉 剃 免 茱 阡 夜 竕 独 佻 佯 侠 眇 佗 徂 茶 砂 笊 衍 弥 炊 岔 核 災 而 旅 炭 粁 例 伜 行 犹 究 効 翊 物 朷 奔 析 吻 伎 苳 狠 仟 役 兔 考 凭 攸 狭 脈 妹 従 妣 形 姥 劾 茖 歩 垓 哦 妨 炸 佰 和 埖 彦 猟 任 灯 刹 往 斧 枋 徃 休 很 杓 初 咳 芬 妬 彼 衽 柁 杯 梨 栄 亦 莽 狆 花 孩 迩 栃 林 仞 枡 狛 彷 芻 侮 亥 並 伴 徇 件 妁 裄 灼 佼 狩 徊 飛 穿 竹 秕 疚 剔 仰 秋 枸 倅 妖 挧 盆 泉 俐 卒 昇 拶 牧 砒 刻 材 籵 放 茗 枇 欣 促 姙 希 保 妙 突 65 | 128 釆 炎 吩 俟 券 洗 枚 太 癶 染 欠 呑 夊 分 発 彡 気 交 枌 禿 犯 尤 今 兆 条 妥 公 氛 來 况 会 名 姿 夙 必 久 兇 汐 区 劵 允 网 似 巫 汾 夾 求 尓 矣 冬 衣 沌 歹 牝 朶 余 匈 夕 刃 労 伶 乎 毟 坐 欧 光 参 狄 次 爰 沙 多 易 肉 各 米 沐 凌 炙 犬 皃 皀 孚 灸 勿 戉 夛 攵 来 伐 洙 死 尨 杁 兌 汽 柊 劣 沃 孜 秀 怱 充 爻 改 協 我 尖 令 勾 弟 匂 殀 谷 吹 匆 友 豸 忿 父 刄 戍 枢 委 戈 扮 采 低 66 | 51 鷽 龝 靆 藹 鑾 贍 竸 鷲 鬣 籥 饕 纓 鷆 纉 鸞 鷏 癲 黨 嚶 黷 靄 爨 黶 欝 鷙 讒 鑽 罎 鑿 穰 櫻 鼈 鶺 鬱 籬 鑚 贔 鱶 鸚 囎 孀 魘 譲 齶 蠡 靈 鑢 轗 鐚 騰 饌 67 | 404 茴 其 莨 痕 胄 莓 座 指 姪 湎 岨 哨 恋 舮 面 胃 販 袒 盗 疵 菎 峰 宮 忠 卦 崑 舎 釖 苴 門 畔 味 臥 朕 捉 訃 昵 莫 皈 倚 郡 畆 俚 脂 舍 梅 祓 迪 柴 咤 背 垤 弭 牴 昿 宴 翔 柚 剞 茣 逆 珀 竓 凋 耿 妲 悽 掵 局 跖 殉 垈 梗 凅 牽 値 郢 庚 南 菴 映 呵 呷 某 鬲 枉 竒 東 思 忘 呻 庵 痒 亰 叟 寅 担 焉 茵 咽 取 逅 肬 信 塁 周 荼 痊 昔 羔 配 梓 昧 琅 都 悵 杳 香 異 国 宸 肓 搭 胎 殊 挟 拂 桐 虹 点 遥 涅 婦 哺 莟 陛 宵 底 剖 枦 埼 胚 昃 淳 屏 荀 咥 勘 蛎 黒 竟 些 吾 陌 哂 倒 涼 旻 眺 枯 脆 奇 卓 造 苜 塔 迸 師 旱 歪 素 尃 埣 晄 晟 矧 享 柑 哄 离 黄 屑 畉 痘 寇 蚯 品 院 専 盻 捜 拾 捨 坤 蚌 晏 侵 要 室 柤 展 持 掎 恕 砕 柾 庠 挿 案 豆 珎 唔 菌 敏 淀 圃 原 振 砿 毒 疽 峩 柯 袿 宝 祥 瓶 康 甥 烹 恁 便 風 冦 亞 迫 娚 匣 胝 里 速 相 晋 哮 幸 志 陸 岷 殷 肯 胖 屆 拭 迭 梔 倍 明 宜 怛 亮 矼 盾 亟 囿 咀 剣 閃 届 査 恥 祖 故 垰 涛 昌 菓 実 迂 俥 缺 酌 車 朗 竜 莵 峙 禺 虎 陏 承 茜 粋 拒 芸 朔 虚 浬 哽 則 疸 瑛 阻 破 恒 柱 武 健 祀 貞 埔 悚 邑 軌 惧 帳 喬 虔 垠 荅 栴 虱 斌 杲 釘 冐 栖 胱 准 画 坦 官 段 舁 假 炬 禹 畋 砧 栫 穹 済 埆 厠 甚 祇 逓 姻 冠 咢 果 肥 叛 音 梧 峇 者 酉 尅 島 峠 凉 淙 埶 桔 朖 到 曽 莱 姨 寄 鹿 釟 咋 探 恃 軋 捕 弩 赴 蛍 宥 啌 狷 痍 帚 倡 萍 直 跌 畠 固 缸 執 接 珮 舐 珂 拮 甫 党 冥 政 娘 貭 68 | 187 競 艱 轂 駻 臓 繞 癇 麌 獻 講 騫 嚔 臆 薯 饅 蟶 聹 臀 橿 欄 蘗 蟲 嚼 歔 蕭 蝙 膸 儡 麒 贏 櫨 鞜 膽 濘 彊 醋 聴 鵈 樫 躅 璧 鏝 戲 醇 膾 檸 幢 鞳 避 騅 藉 輸 贈 鍵 嚮 鞐 繩 瀘 駐 賢 羃 諞 櫚 壙 禮 禪 礪 瘴 蠖 駸 囈 靦 瞠 醍 叢 鞘 霰 懷 鏗 璢 諭 蹟 瀛 橄 諦 鞨 曠 賻 癖 臨 樶 艟 螳 蟯 攘 鞫 躇 臂 醺 壥 髀 蹕 灌 謾 擅 壘 瞽 盧 麈 礦 覯 謌 磚 轆 闡 歸 闌 鶤 覬 癌 鍖 錯 願 螻 闇 輾 謗 濫 壤 醐 蟄 蹌 鯡 騏 襞 嘯 轍 闍 擴 嚴 瀟 艚 識 職 巌 頤 暾 鞭 罸 甓 壁 膿 廚 麕 艶 鍔 薛 壓 闘 闖 購 馨 罅 轉 鵬 蹲 醢 諳 勸 嚀 藝 隴 鎬 鶉 櫑 輻 牘 雖 檻 賽 瀧 嚆 躁 檀 髄 憲 驀 69 | 266 杞 斈 杙 扠 学 昶 扼 瓧 咏 城 危 吸 泥 板 忙 蚊 乱 杼 招 油 沍 男 児 疣 凧 阮 茫 浙 鼡 良 迅 芯 拐 迥 限 受 衵 旭 恰 瓩 苔 怡 拔 岶 因 帥 岱 枝 忸 爭 命 邸 李 姆 涜 劭 沮 杣 把 昏 帆 幼 屹 凩 始 叔 拇 抉 囘 沚 吊 没 迎 抖 叭 杖 状 沛 廸 却 岡 注 苞 吼 岼 拡 沱 尚 叩 冽 昴 泣 波 洪 怯 沸 辻 吋 致 河 枕 忖 柄 糸 阨 向 弃 剥 咐 芍 茂 沽 沺 呰 俑 沫 虻 亙 沂 甬 呂 沓 呆 吶 返 峡 怩 牀 弛 伺 辿 沒 岌 岻 洌 礼 球 海 汨 域 浣 洒 匝 爬 抒 迚 糺 含 吝 岑 隶 系 杷 苺 禸 央 宏 吟 弁 拯 刔 丞 弘 台 宛 池 社 凍 殃 瓜 咒 氓 快 怒 机 吭 泄 帋 呎 孥 戒 択 朴 曵 沈 西 述 活 浩 序 呪 汳 泊 団 洳 伏 蚪 泙 扇 甸 迄 否 母 恨 收 育 决 挑 罔 両 郎 吠 回 広 冏 庖 泗 泯 炉 加 泝 村 瓲 呶 杏 沖 邵 朸 対 侖 劫 凸 尽 苟 困 帛 昂 凹 泪 茄 畑 杭 沾 怦 肖 応 肭 季 苡 垉 洵 洫 刧 怕 抑 函 成 汕 埒 丙 泛 巵 典 畄 抬 同 70 | 159 莎 淪 俗 俘 約 祝 授 殍 袈 校 炮 叙 能 断 陵 涎 蛻 郛 烋 柩 袷 桃 禽 郤 莢 唏 枳 煥 窕 浜 疼 衲 蛾 菘 液 魚 娩 惚 挽 紜 滋 益 桼 炳 淑 舩 窃 綏 渊 紮 紛 兩 袋 郊 將 陜 效 綉 勞 渝 幾 紊 於 恪 窈 将 欷 菊 烙 梵 袂 發 竣 苑 衿 紋 秡 倆 恊 科 裕 峪 殺 皴 溢 蛟 孫 釈 食 炯 勉 採 谺 湶 綵 悗 峻 崚 傀 湫 咎 容 桴 黍 恟 透 格 炒 峽 茘 秘 渕 溶 俛 料 卻 迷 咯 秧 迯 偈 崢 留 窓 杰 悦 鬼 埓 枴 奐 綛 剪 陝 滅 渉 袢 逖 落 皰 裲 終 除 淅 祢 柔 悌 恍 婆 籾 脳 咬 悩 架 挾 悛 狹 菜 蚋 派 71 | 169 撰 彙 照 獄 熏 滉 慇 貮 瓮 概 釶 浸 銭 踐 鳥 飾 感 遉 詒 飯 逎 煦 溥 迴 瘡 涸 甃 弾 訟 誂 飲 粥 記 雹 聆 詔 楢 粳 詭 晦 塰 湿 渫 貫 桎 棣 棔 逋 滝 掩 喪 誘 詠 滄 唸 愼 辱 飼 棍 塗 遐 津 斟 嗇 酒 蛤 貸 鉱 訣 漲 漣 渚 逶 倉 遒 雫 湛 逮 蛭 淒 匏 嗔 港 渭 蜆 測 喊 巣 減 湊 唇 萢 輓 舒 棯 漾 強 尊 賀 逍 瑰 黑 淕 涓 溲 視 雰 渥 通 賊 砲 瓸 牋 潘 唄 階 勢 歇 蜈 盞 槍 褄 國 浦 鈬 戦 痣 貽 圏 訥 溽 撹 漠 湾 陰 斜 淇 塊 桶 畚 氤 碌 哭 蜍 葛 喰 訳 戠 琺 想 猷 渣 晉 粡 瑠 蚤 愈 嗅 預 雲 區 既 溟 槇 焜 僉 釵 槌 湘 72 | 69 蠶 轟 難 韓 蘆 譚 疊 譯 髓 顳 讎 髏 觀 鑒 謦 驍 罍 羇 儼 靨 鷺 囁 矚 纜 鑓 覽 蠱 攝 鑷 躔 霸 躪 灘 廳 懾 讙 藍 聽 顴 矗 鑵 躙 躡 欖 鬪 釀 曩 辯 疆 攤 闔 廬 聶 巖 覇 瓏 躊 竈 屬 儺 囑 疇 朧 蠹 艷 攬 躍 韃 蠧 73 | 134 鵆 檄 鍍 儒 憔 戴 雜 薇 鵙 骸 醵 懍 臧 薨 旛 糒 質 蕗 徽 擯 懈 嫦 麓 犧 癧 燬 蘯 瀝 翩 憫 襠 還 覈 繕 朦 羅 醸 櫪 磨 獨 麋 旙 營 瞬 瓢 擺 摩 薗 螟 燭 礑 蕀 壊 醜 臍 藕 噺 繽 薪 鯢 鞣 樔 穫 蕪 孃 蘋 寫 獲 蕨 儚 薺 蕕 縫 憬 償 襍 廡 徹 嚥 槲 殯 榜 鏥 艤 礁 徳 衡 鯣 蹣 曚 憤 憊 嶐 窿 艘 禝 膵 鞦 藤 瀕 績 薩 瞞 燉 歟 鐡 艨 駭 磔 懐 嶼 蹼 縒 闕 錺 糜 錙 駈 骼 鮖 邂 窮 螫 舞 鞠 釋 蕉 鮮 擶 鰒 槭 邀 樵 綯 74 | 247 抛 舳 畜 巡 迹 胸 帙 絣 桝 俯 邪 黹 絖 蜊 烟 猛 紐 葆 刺 絋 呟 苻 降 廼 祁 航 紀 絨 祕 弧 怏 帰 焼 迦 祉 絶 紹 岫 恤 恆 邨 怫 艸 陟 悄 崗 剛 紘 被 忱 葯 崙 神 紡 敬 芥 悸 茯 竦 侃 朏 怙 阿 婉 柳 邱 陀 紫 呱 悋 府 糾 蚓 悟 索 紆 服 椨 紿 畝 刷 陥 剳 痂 岐 惱 帝 菽 怪 茲 紵 絃 盈 絳 怐 耐 附 帑 柿 般 恂 刮 拗 偸 腦 絢 怺 拠 蛇 舷 悔 帶 経 別 岬 愉 恭 恬 級 延 焔 敝 洲 岾 猯 陂 柧 界 統 陋 納 胤 剏 版 純 咼 忻 幽 紗 衂 烈 揃 烱 紂 喘 椀 舫 凾 紳 峨 紕 梛 脉 悧 萩 帖 悴 紬 係 疝 刪 蒂 佩 湍 弦 絎 姉 婀 紙 掀 掖 痢 兪 悃 菰 疲 桑 脇 啾 瑙 袙 疥 密 伽 俶 茆 疫 給 畍 釧 袖 舵 痃 悖 阪 艇 寂 州 峅 紅 捌 絅 制 防 倣 累 恢 倫 紲 絞 劬 削 絲 怖 孤 廻 跂 愀 峭 苅 惴 祈 盛 柮 恫 舸 絡 柵 徙 侶 絆 崘 菠 鄒 跳 揄 勍 袮 莉 率 病 剋 祐 袵 換 枷 価 75 | 275 逢 戝 柢 竺 兜 賂 秦 晃 途 倹 暖 揀 息 秤 臭 瓱 楷 衰 奠 筍 桙 険 稍 疾 婚 奄 俎 挨 単 梍 畭 械 兒 秩 敘 恣 急 勝 釛 婬 笘 箔 退 娠 屍 屡 銀 巷 敍 普 哀 揆 臾 屎 貧 俵 鉋 泰 番 覓 笥 衾 姜 偕 敕 洋 拳 夏 租 秬 株 笆 首 奘 啝 根 登 粐 渺 淘 粨 県 裁 啓 荵 袁 昭 喉 梠 痿 金 恷 表 胞 羌 昜 敗 陽 笞 知 涙 針 追 昆 粍 袴 筑 栽 粕 筝 資 笛 契 猥 蜂 椪 冤 楽 髟 瘍 耘 様 寃 揩 咸 禁 愎 柬 蓖 嫌 馗 皋 袞 棟 策 逸 俣 档 笨 笋 椅 威 蛛 偃 粤 躯 哈 盜 栓 捺 鈎 婪 義 診 珱 毘 淮 袤 哉 揚 猶 秣 椄 俔 怠 桷 挙 残 姶 筋 氣 复 埃 處 皎 硝 軫 送 奈 戚 候 桟 梱 煮 答 煩 硲 梢 笹 怎 烽 曾 栢 竿 酋 脱 悉 咲 掲 笳 場 検 凄 兼 貨 揉 裘 釉 釡 粢 省 恩 畏 珞 鉐 美 粗 桾 娯 頃 耙 負 爼 柏 挫 咨 狽 頓 喝 弯 妾 鉈 倪 羨 釦 耜 眞 蛯 粭 第 匍 倶 咾 箍 或 侯 乘 粘 財 湯 俺 教 笙 鈑 弑 鉛 愆 森 砥 装 桧 梺 桍 梯 竢 鉢 釜 矮 頁 柘 衷 畩 筌 廃 皆 76 | 182 躱 鈍 隻 筥 裳 劇 賜 篇 偖 搖 豪 柞 犁 搾 斎 埜 歉 暢 棗 搨 倥 徴 趁 廈 腋 媒 筈 嵌 傲 雀 貶 桁 雅 婢 粽 賃 惟 椌 徒 惣 粧 崟 猖 猪 箙 暘 萎 射 集 敖 彰 稚 棠 夢 椋 釿 瓠 硴 順 偵 彫 隆 剩 峯 蒭 催 斯 悠 栲 撲 琳 萃 躰 彪 酥 倖 窖 循 煽 旋 菱 砦 據 銑 凖 蕣 屐 猜 麻 獏 觝 嫁 粟 梃 堡 揺 陶 傾 堺 塚 珠 維 猗 楚 萄 蒙 御 徘 傑 慊 陷 嫩 蜴 瑤 側 弉 笄 豚 猿 樮 梏 影 躬 裝 皙 族 插 碑 聚 痺 稗 蒻 畧 銛 啗 狸 携 椎 笠 律 脾 微 葎 寐 解 猩 寡 傍 俾 梹 得 釣 稘 做 旁 棕 腹 掏 隼 粒 彭 嫉 推 桀 腸 犇 褒 徨 晞 蒹 舶 蛮 菻 粛 焦 脩 窄 筵 製 進 訛 楔 77 | 134 葹 蒡 鞁 踟 蕋 緝 廓 摧 莖 緋 靭 鞆 靱 煙 遮 嘘 廟 脛 赭 萓 嘩 皸 寧 曄 盥 聢 皹 新 鞍 蒿 蓋 豊 瑞 葫 勒 堽 榊 蓿 觚 蒟 懌 痙 嫐 堙 澁 鬧 靴 辟 骭 儁 歌 蝴 鞅 雄 撒 韵 撫 罹 廝 雌 僻 副 廣 踞 慄 寤 膀 樺 帷 嶂 蔑 崕 腑 弸 菁 跏 竪 嶄 慚 惻 蓄 勤 卿 皷 菷 燗 崩 萌 酳 犒 擇 慵 罰 瑪 輜 竝 磅 獰 蔕 冪 竰 踪 雕 嵩 硼 擁 墟 甍 蔵 庶 殕 触 寢 剴 雍 罫 蔗 猾 慳 窟 慓 閙 楞 錨 剽 割 勲 暗 醂 慟 蔟 辣 障 菩 78 | 90 麪 稷 履 籐 墜 糴 錵 箚 銖 貍 筮 橡 礇 箜 穣 顏 墾 鍬 膂 竅 濛 榛 糶 塲 篆 慯 潁 豬 穢 戳 篦 銘 篷 遯 濠 貘 篌 篠 篏 魏 筰 銹 馥 銜 歙 箘 翫 瀚 稼 籘 殤 櫂 薐 簇 擢 餮 翰 髮 檬 儀 榎 稻 楊 麹 僕 髪 麩 簑 彜 翳 錫 簓 箏 穆 夐 噬 墺 豫 糘 箆 醪 傷 窰 賓 榻 礬 徼 藐 薮 頒 79 | 121 簾 奮 簡 厳 簍 藾 璞 頼 髴 檳 篥 麺 簀 鏃 趨 箕 築 覆 簸 篁 簣 翡 碧 餘 贊 顔 懺 賺 鏖 輹 槎 箝 礎 躾 髱 整 錘 衝 種 觴 髯 鬚 蟹 髷 鍠 鍾 膨 髭 懲 餽 裹 髣 誑 礒 聟 諺 警 襃 禦 簧 箪 籔 聳 餡 籏 鎧 頻 箱 箇 磋 歓 壕 燿 箟 積 筧 曦 韲 錐 櫛 雙 簷 嬢 権 顕 管 蹙 碓 銓 醫 覺 癪 謠 髫 鋒 篭 箸 糞 翹 籟 憂 箒 矯 嬪 槹 贅 籍 碩 磊 髻 算 篝 鏤 膓 顆 簔 贋 簪 奪 旗 錠 80 | 128 豎 權 謇 蟇 輿 鎮 頸 舉 舊 韜 襷 餝 擡 閭 蕈 儔 藺 廛 鬨 穉 嚏 鞋 蘖 蘭 鬩 藪 嚊 覧 鐫 鐔 蕘 鐶 蕚 寶 軆 餬 篳 諱 麝 膺 籃 輯 磽 欅 鏨 鞏 覲 釐 纎 冀 轣 擧 犢 瑾 憙 壞 薹 蕁 殱 環 鼾 襄 軈 聲 橈 禧 錏 擘 麑 軅 圜 窶 檮 槿 韻 醒 藁 曙 瞰 曉 寳 遲 簫 擣 蹉 躄 豐 竃 虧 嚢 餠 鐸 薑 嬶 磬 應 謹 鼕 壅 螯 靠 懴 攜 麿 薤 矇 竇 瞶 續 輩 殪 甕 羸 衛 懃 寰 燒 蹇 薙 瞳 趣 轄 観 簟 靡 孅 衞 譁 81 | 194 複 濂 慕 厰 煢 擒 舜 熄 晩 嵬 燐 瑩 鴈 嵶 棘 燕 鄰 漿 鍮 傚 駿 路 撥 澀 蹂 隙 蒸 僞 竭 艀 聰 縢 椒 燦 獅 敞 幌 劒 褐 懊 褥 銚 熔 擠 絮 愾 絽 噌 綾 劍 兢 擦 滂 無 黏 穂 蔣 裨 楡 萪 隘 腐 繚 察 檪 鴉 獪 楙 痳 旒 楾 縁 撚 幡 齊 歯 翻 緩 継 絏 暼 熱 療 儕 際 蝌 楴 褫 魃 稲 蔆 犖 糀 滿 楓 愡 熾 憐 幣 毅 隣 糠 喀 窯 菟 蓉 酸 隗 鵝 喚 塋 鳰 煉 榕 粹 齔 椣 榴 棆 薬 餓 襟 愁 穃 箭 楝 褝 噛 楸 瘁 癆 縣 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1.82040816327 0.171428571429 0.555102040816 1.58367346939 1.40408163265 12 | 7.47872340426 0.106382978723 0.968085106383 4.78723404255 4.86170212766 13 | 3.24183006536 0.320261437908 2.13725490196 3.93464052288 4.53594771242 14 | 7.6976744186 0.116279069767 0.496124031008 3.76744186047 1.20930232558 15 | 7.11111111111 0.151515151515 2.07070707071 6.85858585859 3.65656565657 16 | 2.79487179487 0.166666666667 3.65384615385 5.05128205128 4.51282051282 17 | 8.46875 0.03125 3.15625 6.125 6.71875 18 | 5.07058823529 0.117647058824 0.988235294118 7.96470588235 1.95294117647 19 | 2.36956521739 0.0434782608696 7.0 2.36956521739 3.67391304348 20 | 4.9012345679 0.111111111111 3.7037037037 2.58024691358 2.25308641975 21 | 4.11351351351 0.172972972973 0.8 5.87027027027 3.60540540541 22 | 1.54676258993 0.187050359712 0.546762589928 3.12949640288 0.640287769784 23 | 3.51136363636 0.147727272727 0.261363636364 2.06818181818 0.340909090909 24 | 7.97385620915 0.0457516339869 2.26797385621 4.43790849673 2.54248366013 25 | 2.63725490196 0.264705882353 1.33333333333 2.57843137255 3.1862745098 26 | 10.2777777778 0.0 4.61111111111 5.33333333333 1.83333333333 27 | 4.435 0.2 0.61 2.62 2.175 28 | 9.0 0.075 0.7125 6.9125 2.0 29 | 3.5444015444 0.146718146718 1.79150579151 3.86872586873 2.3667953668 30 | 1.56028368794 0.475177304965 1.8865248227 1.90780141844 4.67375886525 31 | 2.43258426966 0.0786516853933 3.68539325843 1.95505617978 2.87640449438 32 | 5.32432432432 0.222972972973 0.695945945946 3.58783783784 0.905405405405 33 | 6.54491017964 0.179640718563 0.502994011976 5.62874251497 2.47904191617 34 | 4.05797101449 0.347826086957 1.5652173913 3.10144927536 6.85507246377 35 | 9.63414634146 0.0243902439024 1.14634146341 9.63414634146 3.78048780488 36 | 4.5974025974 0.357142857143 0.467532467532 3.94155844156 4.29220779221 37 | 2.12426035503 0.112426035503 2.3550295858 2.70414201183 1.15384615385 38 | 1.57142857143 0.714285714286 0.541353383459 1.45864661654 3.51127819549 39 | 5.41964285714 0.0446428571429 3.10714285714 5.34821428571 1.79464285714 40 | 5.6329588015 0.104868913858 1.22097378277 3.51685393258 2.58426966292 41 | 5.60465116279 0.186046511628 2.4496124031 4.77519379845 4.07751937984 42 | 1.03076923077 0.123076923077 2.49230769231 0.915384615385 2.31538461538 43 | 1.16455696203 0.151898734177 2.59493670886 3.79746835443 2.25316455696 44 | 3.41762452107 0.195402298851 0.490421455939 3.44061302682 1.30268199234 45 | 2.99456521739 0.16847826087 0.913043478261 5.39673913043 1.66304347826 46 | 10.875 0.0416666666667 1.89583333333 4.83333333333 4.22916666667 47 | 0.5 0.0903614457831 0.60843373494 0.915662650602 1.34939759036 48 | 1.48623853211 0.238532110092 1.24770642202 5.38532110092 3.77981651376 49 | 4.29787234043 0.269503546099 1.57446808511 1.5390070922 3.27659574468 50 | 12.3076923077 0.230769230769 0.807692307692 7.38461538462 1.61538461538 51 | 1.5 0.363636363636 4.11363636364 1.93181818182 6.45454545455 52 | 178 迹 咏 城 帙 板 忙 悁 凧 茫 浙 烟 刺 呟 廼 苔 怡 紀 岶 祕 弧 怏 岱 枝 迦 祉 忸 岫 恤 恆 邨 艸 悄 琉 劭 杣 忱 神 帆 幼 叔 悸 茯 吊 侃 迎 怙 阿 陀 悋 廸 却 岡 蚓 吼 紆 岼 拡 服 尚 冽 泣 波 怯 岐 怪 枕 忖 糸 盈 阨 怐 耐 附 帑 柿 咐 恂 茂 峺 虻 悒 沓 怺 返 拠 蛇 悔 怩 牀 伺 辿 岬 恬 岌 岻 岾 洌 陂 洒 爬 迚 糺 界 陋 系 版 苺 拯 刔 咼 宛 社 咒 快 吭 紂 凾 脉 孥 帖 序 疝 洳 佩 弦 蛄 兪 馬 桑 挑 両 袙 渮 疥 泗 茆 炉 疫 畍 袖 瓲 呶 阪 州 迺 峅 邵 紅 侖 劫 恢 苟 削 蚰 怖 孤 帛 茄 廻 杭 峭 怦 祈 応 肭 柮 恫 苡 洫 刧 怕 柵 侶 率 病 剋 祐 典 53 | 151 蜀 菅 鞁 塘 型 摧 莖 罩 眦 富 勧 緋 崋 跣 靭 雋 塒 朝 覃 幅 靱 傭 煙 嘘 椏 脛 萓 嘩 寧 遍 偉 葮 曄 祺 聢 壷 鞍 聘 蒿 蓋 幕 豊 葫 萼 罟 勒 陲 堽 榊 雁 暁 宦 署 幇 搆 痙 堙 莊 幃 靴 赳 辟 跿 骭 萱 儁 棚 雄 嵋 撒 葦 韵 踈 雌 眩 副 瑚 甞 描 掣 樺 帷 酣 晒 華 蔑 堀 雉 崖 辞 崕 堅 腰 塩 弸 珈 掘 開 菁 竪 鼎 嶄 慚 停 勤 當 菷 堋 境 崩 萌 犒 腔 蔓 瑪 竝 塞 竰 塑 壅 揶 踪 寛 嵩 硼 擁 寞 畢 剴 雍 罫 睥 碚 愃 賍 楜 窟 趾 慓 倔 閙 剽 割 暗 媾 塙 慟 嵒 辣 棄 菩 54 | 48 簾 霧 鷽 籐 龝 簀 纂 贍 簣 顏 瓔 議 鶩 贊 餾 糶 篶 類 鬚 鬆 嚶 篷 瓊 鐐 籤 礒 齧 馥 讒 籘 籔 櫻 鬱 櫛 贔 簷 嬾 醫 覺 譲 籟 羹 簒 癢 嶷 礬 簪 鰲 55 | 52 鮴 繻 藥 黝 綴 繙 繦 爍 黼 鯔 螺 懦 蘊 鮹 櫟 縦 鯏 繼 蹶 鰥 魍 縊 縵 駲 鯀 濕 締 緇 鮑 麼 隰 蹤 鯣 鰍 鯲 黜 薊 縱 齣 纃 鮒 鮗 縲 隲 繊 斷 鰮 鯨 擽 織 鯒 繭 56 | 104 匳 複 麪 潴 稷 賂 暖 澎 瞥 楷 儉 檢 擬 懋 篋 銃 箋 礇 箔 攀 銀 錚 穣 墾 鉋 橙 糅 憖 鍬 鯊 隸 穐 樊 潁 獪 璽 養 燈 榱 穡 夥 鎖 銘 獺 凝 貘 奬 節 鎔 餐 様 銹 稲 鎰 犖 濮 餤 鴛 籀 篩 箴 遙 魄 遼 粹 滕 蕩 撩 歇 碣 鋏 賤 樸 穏 鉞 羲 賚 麩 鏘 澄 冩 彜 鋭 翳 斂 談 蝪 錢 磴 頌 噬 墺 箆 疑 燮 齒 鉛 瀦 簽 穎 薮 懇 僉 僚 57 | 187 其 隻 柢 竺 指 秦 住 臭 全 拍 芙 柞 疾 俎 舎 兒 味 妄 玩 恣 寿 杵 舍 狙 辰 娠 牴 芫 忌 哀 珀 臾 屎 有 妲 差 垈 更 但 庚 侑 萎 衾 姜 射 呀 枉 看 東 拳 夏 租 秬 笆 首 奘 鳬 袁 妛 金 耄 表 杳 香 羌 完 知 羊 抱 針 挟 侫 百 茨 倖 底 抹 枦 昃 佯 徂 些 肴 契 壱 旻 奇 尾 髟 柬 戻 皋 呉 俣 奉 奔 赱 威 拾 乖 栓 捺 妻 淮 束 珠 俔 妹 姶 麦 孝 長 吽 迫 杜 奈 幸 告 見 迭 弉 克 笄 怎 佰 矼 杢 栢 竿 亊 抵 具 秉 躬 往 貝 屁 拌 実 妬 売 省 医 珞 坪 狸 美 昊 隹 虎 承 爼 自 律 柏 夷 挫 咨 臼 弯 妾 佞 垠 虱 杲 杠 俸 倶 杆 君 咾 穹 乘 夸 財 果 者 昇 拓 弩 桍 頁 柘 衷 窄 罕 弐 58 | 134 詣 課 橇 鎗 漑 銕 獄 惷 魯 詮 飫 熏 慇 漬 諌 鉅 璞 曁 樌 誅 頼 概 潼 學 鴦 愍 覩 瘡 筺 雹 餘 詭 詞 檐 輹 選 説 謖 誤 龜 誘 髱 鵞 穗 鎭 潰 誉 銷 隷 奩 椿 撼 漲 耨 頭 飴 餃 諮 擔 諧 濯 簿 鳶 鎹 貳 賎 翠 誚 輓 錬 諫 諂 嬰 蝕 羮 頬 鋪 頡 餞 賊 謁 積 蝮 頑 餅 槍 墨 熨 誡 瑟 誇 臻 範 謡 銓 惑 頴 黛 撹 謠 馘 篭 詆 霓 餉 謎 鉾 謙 録 槻 頷 澹 糂 碩 稽 磊 濬 諍 嗅 穩 預 飭 羯 賛 顆 詳 肄 誨 餒 槇 導 頽 熹 鍜 59 | 94 彎 鰓 騨 鹹 繰 飆 羆 瀉 魑 鰡 櫓 鶇 艝 躋 麗 霾 瀏 齎 齦 巍 鱒 鮠 鰊 懶 蠕 鵁 鷁 臠 蠍 瀾 蘂 齬 響 欒 纐 糯 鶸 灣 騷 戀 臘 變 繪 爛 鷄 纔 黴 鑞 黐 鷂 譏 癩 襦 辭 磯 儷 蠑 鯰 鷸 鵐 獵 齲 驚 巉 齡 繧 燼 鰌 懸 鶫 襁 謐 蘓 鯤 鷭 艪 霽 鶏 験 躑 竊 鱇 灑 黔 齠 懣 驗 鰕 蘇 露 鶯 鷯 櫺 鵺 60 | 62 蠣 襪 騾 蘿 鷓 轡 襤 蟷 鰤 醯 蹴 騒 攣 驕 鰈 縺 巒 鷦 黠 鱗 繿 礫 蠻 鰹 轢 關 鏑 鰾 疉 騙 爐 纒 鰛 黥 蘰 鯖 顯 離 鯛 鯱 廰 邏 鰐 饑 鱈 鱠 鱆 驅 艦 鰻 鑠 髞 鰰 齪 鰄 鯆 辮 齷 纏 鰔 黯 鶻 61 | 246 艾 如 斈 扠 攷 扼 平 瓧 云 危 吸 于 当 找 乱 示 招 石 男 児 阮 良 江 迅 拐 旭 白 瓩 本 未 彐 拔 二 仁 工 因 毋 丑 手 弍 戌 局 李 与 午 妃 合 把 屹 凩 先 忘 申 抉 沚 右 冉 屶 玖 殳 抖 攻 叭 杖 反 伝 汢 弌 疒 付 半 尸 月 扣 至 叩 旧 冴 卆 攴 辻 争 吋 毎 引 壬 并 抔 弓 舛 均 向 弃 老 芍 夲 甲 尹 共 汗 地 旡 互 无 亙 伍 沂 扨 呂 呆 斥 朽 叨 式 弛 朿 气 冗 円 夫 壮 世 匝 抒 匠 用 吝 吃 艮 岑 禸 央 匣 曰 宏 穴 上 弁 丐 丞 弘 志 片 牛 瓜 由 尻 机 坏 土 朱 伊 戒 布 択 古 此 朴 存 払 西 包 戎 団 迂 伏 田 圷 宅 占 色 它 元 弖 舌 曳 汚 天 弔 甸 否 兎 企 收 回 托 広 芸 史 毛 士 干 司 叮 他 丕 尼 北 卞 加 村 牟 仗 奴 仔 耒 杏 沖 朸 対 瓦 凸 丼 好 坎 后 困 汪 辷 可 去 凹 疋 弗 印 酉 牙 旬 肖 叶 冲 季 耂 支 抑 冱 安 成 日 末 丙 泛 五 巵 甫 同 62 | 95 語 贇 氈 獻 謫 諤 騎 饅 獸 檍 嚼 謳 饂 鵲 攅 藹 濤 餔 贏 譜 霜 邉 鵈 閾 璧 翼 瀞 鷏 贈 鍵 曇 諷 囂 囈 橸 濾 證 壜 霰 羶 巓 調 謔 鵠 賻 轎 闃 罎 轌 臂 壥 謾 獣 鶚 藻 鶺 謌 磚 鶤 蟄 蹌 孀 霎 藷 噫 識 甓 鏈 壓 闖 霏 霹 謂 轉 蹲 轗 藝 鎬 瀬 鵡 鐚 鶉 顋 牘 誌 騰 饌 鵑 諜 蟾 謨 瀧 譟 閹 贄 63 | 154 濂 慕 照 厰 禅 煢 駱 擒 熄 嵬 瑩 鴈 棘 燕 嶮 撥 踐 蹂 蒸 飾 僞 竭 飯 艀 聰 煦 敞 幌 蹊 祿 甃 粥 褥 銚 絮 愾 楢 噌 粳 劍 兢 就 穂 蔣 蛸 察 濟 檪 鴉 楙 覦 隈 蜿 瀋 嗇 幡 齊 鮃 鉱 蟋 絏 熱 療 蝌 縋 魃 蔆 縟 褪 滿 楓 藩 裙 糠 窯 酸 漾 瑰 隗 補 黑 喚 塋 鳰 檎 榕 跪 榴 潘 薬 餓 階 勢 蜈 漱 險 楝 褝 噛 褄 縣 寮 激 蔡 澱 鍛 魅 鍋 嗽 劔 絵 槐 鍄 駮 螢 槃 塊 嶬 嬌 硫 源 蜍 葛 瘤 鋼 榲 蒐 罷 滴 裸 橘 愧 粡 瑠 蝋 裔 愈 榔 緻 鄭 稱 樣 暴 粮 膝 嶝 熬 劉 溯 駁 綮 漁 槌 棡 64 | 130 黽 撓 裴 彗 暃 擡 閭 臺 琵 楫 詐 廛 輒 亶 僥 撃 蝨 墓 暄 閏 暈 閨 詛 琿 聞 閠 誼 諄 悲 蕘 詈 暉 遣 韭 蕚 睚 違 巽 羣 諢 裏 睹 琲 輦 肆 瑳 誰 層 琶 扉 斐 跫 龍 睡 菲 餌 這 腥 葷 註 証 榧 菫 稾 瑾 憙 腓 耋 量 蕁 肇 葺 圍 尋 聖 犀 斑 僅 膏 匪 雎 噎 誹 槿 壼 曉 理 遲 擣 皐 罪 請 晴 璋 鼻 雇 靼 僖 壇 畫 書 瑁 琴 靖 膚 誓 壽 靠 睛 諠 薤 睦 韮 輩 扈 置 慧 諏 甦 壹 睫 喜 堯 雩 揖 晝 蜚 塵 塹 腫 65 | 100 競 贐 躓 權 歡 罐 臓 鍍 繞 禳 韜 騫 纈 襷 戴 襭 鵙 欄 蘗 醵 麒 鬻 鏝 癧 檸 鞳 藏 纉 癨 嚮 繩 瀘 醸 櫚 礪 蠖 叢 飃 囃 懷 轜 蘚 鏗 飄 鶴 瀛 鞨 麟 鯢 贓 鯉 臨 艟 鐵 鐓 攘 孃 躇 醺 髀 灌 儻 邊 鏥 礦 驟 歸 願 糲 鰭 壤 騏 襞 纖 鰉 轍 瀟 巌 鞭 艶 績 鐺 鐡 攜 鵬 鑛 懽 續 勸 襯 櫑 檻 螫 鰆 臙 釋 襴 躁 癬 驀 66 | 79 鰯 墜 燐 鶲 鄰 漿 鍮 駿 澀 弊 縢 燦 徽 劒 煥 褐 懊 縻 鯑 熔 擠 綾 擦 魎 黏 腐 繚 縁 樅 翻 緩 燃 魏 暼 儕 褫 熾 瀚 憐 幣 毅 隣 薺 鵝 煉 綵 齔 櫞 襟 穃 箭 黻 癆 總 燻 燔 飜 鋺 嚠 爆 錣 檠 碯 齋 藜 幤 蟀 榮 燎 裲 縅 豫 禰 綣 繁 鮫 劑 隧 皺 67 | 33 鑾 竸 鷲 鬣 籥 饕 纓 鷆 鸞 癲 驤 黷 靄 爨 黶 鹽 欝 鷙 纛 鑽 鑿 穰 鼈 鱶 鸚 囎 魘 齶 靈 靂 鑢 鑰 讌 68 | 86 葹 繖 蕋 緝 廓 盤 蹠 蠎 骸 鮓 赫 辨 嬲 辧 遮 駢 廟 赭 燬 端 騅 鮭 盥 羅 羃 縡 緲 蒟 懌 魴 縹 跡 縮 瓢 燭 勵 噺 鮟 撫 罹 僻 薦 馴 嚇 膀 蹕 羂 繝 蠏 廡 薜 聯 儖 繃 瓣 蓄 蹄 艘 燗 蓆 鮎 縞 觸 嘛 廨 薩 雛 磅 獰 蔕 雕 騁 嚀 緯 繹 蔗 聨 邂 繍 經 鮪 蔀 錨 鮮 擶 醂 69 | 47 貎 麭 糴 繆 廖 橡 樛 燧 膠 貌 筱 戮 像 鏐 篆 斃 貔 慫 戳 燠 篠 黎 稼 櫂 移 燹 餮 邃 摎 謬 褶 蓚 筴 豢 貉 勠 穆 囓 糘 醪 貅 修 寥 笏 蓼 藐 彩 70 | 163 鈍 筥 履 賜 錵 箚 銖 搖 貍 暢 趁 廈 箕 築 勝 筈 笘 篁 雀 屡 箜 婢 翡 須 賃 膂 猪 暘 賺 濛 榛 厦 款 槎 釿 登 塲 箝 裁 喉 慯 種 觴 豬 撲 篦 髭 躰 彪 欺 筑 遯 濠 篌 笛 裹 髣 據 銑 篏 筰 瘍 筐 髦 諺 銜 禁 蓖 嫌 袞 箘 策 嫁 翫 笨 殤 薐 箪 躯 簇 聳 擢 髢 傾 義 頻 揚 椄 箱 潅 箇 髮 等 筋 楚 儀 歓 蒙 軫 箟 筧 榎 煩 瑤 稻 鳧 笹 筒 猿 影 楊 権 管 碓 裝 族 筆 場 検 麹 僕 髪 銛 鉐 簑 鋒 携 箸 笠 頓 箒 錫 鉈 猩 簓 箏 寡 稘 第 筅 腹 箍 夐 算 彭 傷 教 嫉 笙 窰 賓 膓 腸 犇 褒 徨 簔 奪 鉢 筌 筵 頒 楔 71 | 186 蜜 縄 媽 懍 憮 煕 廠 撤 蔬 臧 槁 糒 隔 瘋 駆 蕗 鞆 潸 彁 適 蝣 幗 熈 懈 瘟 敲 綟 愕 窩 絹 薀 畿 練 磁 慢 踏 瑯 憫 襠 萵 駅 縛 緬 馼 繋 編 幔 駛 旙 骰 縷 蝶 廢 慨 綢 儘 孺 痾 酬 嗣 裾 螟 殿 甄 廏 鄲 歌 膕 蝴 點 凱 緊 邁 嘲 滞 嘸 幟 燥 愽 膃 酩 劈 踰 樔 献 寓 豌 蕪 寤 需 蕨 嵎 縫 嶂 福 憬 懆 牒 鄂 輌 嫣 螂 徹 嚥 槲 靫 綺 蹣 鴪 槨 跼 癜 慥 憤 駒 緤 鮨 皷 幎 樒 蝸 鄙 痼 臑 颯 綽 龠 蟒 酳 憶 熙 過 綻 憎 摘 褊 慵 榾 瞞 褂 罵 慷 襌 廐 綰 燉 蟐 駝 駭 磔 懐 廊 踝 癘 腮 寢 酪 馭 輟 敵 滯 瘰 萬 馳 錙 隅 駈 遡 骼 鮖 緘 憚 寝 蕾 靹 綜 嬬 殼 褌 勲 鴆 踉 樂 駟 障 勳 72 | 140 抛 抃 佇 巡 坑 什 励 伸 仮 邪 何 功 拘 阯 尿 竍 艹 苻 叫 扱 罒 血 肋 中 丱 汞 升 卉 幻 舟 乏 芥 判 妝 出 芒 邱 呱 府 广 皿 斤 方 丗 折 之 刑 披 仭 投 佃 伉 刋 阡 批 乕 芹 而 刮 刊 听 拆 拊 忤 佑 別 廿 廾 位 延 伎 圻 庁 抗 仲 丘 芳 曲 忰 肌 忻 抜 册 芝 床 坿 仕 仙 灯 圸 近 卅 仍 夘 竏 刪 止 冊 襾 打 姉 守 亦 疔 玄 立 仞 伽 坂 屮 山 市 妁 角 宋 宍 佛 川 制 防 皮 妓 劬 忄 那 赤 苅 宀 估 字 井 庇 技 巛 凪 抓 坡 坊 廷 価 73 | 89 岸 房 拝 扛 戸 旨 芦 走 虍 王 吉 吏 址 肝 牲 亜 拑 主 庄 巨 早 𠂤 且 担 宇 定 抂 匡 妍 肓 弄 幵 肛 写 吾 玉 旱 芋 正 亘 佳 足 圭 圣 呈 民 豆 目 虫 卍 里 牢 扶 甘 生 奸 声 乍 左 垂 車 圧 辛 再 在 号 牡 拒 聿 巧 寺 邑 耳 坦 旦 串 年 𦥑 臣 扞 吁 三 缶 肚 姐 阜 姓 吐 坩 74 | 154 艱 豎 謇 蟇 奮 簡 輿 鎮 厳 橦 簍 麌 頸 舉 顛 耀 餝 髴 橿 儔 麺 膳 轅 膸 鏃 膽 簸 錆 嬉 鋸 賭 糧 諸 穉 戲 興 懺 膾 蘖 鬩 嚊 覧 鐘 遶 鋳 膩 礎 躾 整 鐶 曜 輳 謝 餬 篳 衝 殲 罌 髯 麝 髷 鍠 鍾 疂 磽 欅 鏨 蹟 警 襃 釐 冀 橲 磧 簧 櫃 攪 擧 犢 蟯 餡 鎧 壞 磋 鼾 燿 襄 覯 橈 闌 磑 韲 錐 錏 覬 鍖 擘 麑 圜 窶 闇 輾 顎 謗 檮 顕 蹙 瞿 闍 醒 寳 簫 蹉 癪 髫 竃 虧 糞 嚢 題 餠 鐸 確 購 嬶 磬 憂 謀 矯 槹 鼕 贅 籍 暹 竇 蹐 瞶 殪 護 甕 髻 儲 篝 鏤 燒 謄 瞳 瞻 賽 閻 贋 観 簟 檀 75 | 205 莨 痕 淪 莓 学 晃 昶 途 哨 揀 袒 衰 授 蚊 桙 杼 叙 険 釶 単 鼡 械 迥 限 衵 恰 郡 柩 袷 釛 迴 唏 退 枳 帥 涸 巷 翔 敍 命 凋 浜 疼 掵 邸 姆 番 凅 涜 湿 菘 映 渫 敕 魚 思 始 拇 棣 咽 挽 啝 紜 逅 根 益 粐 渺 淘 県 淑 荵 昭 窃 梠 痿 胞 苞 胎 追 昴 桐 將 莟 蛤 陛 袴 栽 致 紊 柄 逶 涼 脆 剥 冤 迸 逮 師 寃 呰 俑 咸 晟 离 逸 档 峡 品 蛛 測 巣 哈 盜 科 萢 恕 球 域 浣 毘 哉 逍 食 視 桷 砿 祥 康 杷 處 通 砲 戚 梱 梔 容 梢 凍 殃 氓 怒 酋 脱 悉 祖 述 痣 掲 浩 呪 兼 渕 揉 缺 迷 咯 秧 崢 畏 湾 斜 恨 禺 娯 育 罔 郎 耙 桶 畚 庖 埓 哭 喝 枴 渉 袢 匍 蚤 皰 済 粘 除 淅 俺 昂 畑 尅 柔 淙 悌 婆 装 梺 竢 脳 萍 咬 釵 畩 架 挾 畄 菜 76 | 19 鑒 鷺 籃 矍 鷹 鬟 轣 鬢 籏 顧 顰 軈 籬 籖 雙 翹 讐 鬘 衢 77 | 201 現 胄 姪 湎 訌 建 胃 販 菎 崑 堵 畔 朕 肩 訃 莫 脂 掴 背 垤 宴 貢 茣 屓 悽 梗 奎 捩 値 設 菴 瑶 鬲 庵 痒 叟 焉 重 信 塁 真 是 眼 唱 痊 拿 窒 配 畐 昧 琅 国 宸 訐 恵 冒 訊 虹 遥 桿 涅 圉 哺 時 昼 埼 淳 虐 咥 黒 竟 屋 萇 員 匙 造 罠 尃 屑 畉 痘 言 専 胥 捨 雪 蚌 逞 晏 室 柤 展 掎 起 清 唔 淀 圃 眥 振 疽 堤 蚕 瓶 烹 冦 埀 亞 圄 矩 野 胝 速 相 晋 哮 桓 囿 埴 咀 閃 査 章 恥 星 涛 昌 唳 昨 梼 凰 朗 盲 竜 軛 琥 娶 訂 転 乾 浬 哽 疸 恒 柱 武 貞 埔 匐 軌 惧 帳 喬 連 虔 軣 釘 冐 垣 尉 渾 假 耆 眸 砧 摂 青 提 甚 皇 討 冠 咢 音 梧 訪 島 計 埶 桔 曽 姨 捷 娼 旺 軋 捕 蛍 痍 倡 框 直 畠 涯 執 接 事 哩 珸 冥 貭 78 | 81 舊 講 難 聹 蕈 藺 蟲 鬨 韓 蘆 譚 櫨 譯 醴 躅 髏 臚 嚏 驍 鞋 罍 蘭 鐫 鐔 寶 軆 儼 禮 諱 鑓 輯 躔 霸 灘 鞏 覲 纎 曠 藍 薹 壘 殱 瞽 鬪 聲 闡 禧 軅 疆 闔 鯡 廬 韻 嚴 藁 曙 瞰 躄 豐 覇 薑 躊 闘 馨 謹 儺 懴 疇 羸 衛 隴 懃 蹇 躍 趣 轄 鞴 靡 孅 髄 譁 79 | 260 躱 座 碎 楠 恋 舮 爺 跟 舜 晩 偖 盗 疵 峰 蓑 宮 畭 斎 路 埜 摑 歉 釖 棗 釼 倥 倚 椒 梅 蕃 祓 獅 腋 柴 貶 普 剞 葡 粽 審 跖 殉 惟 椌 罧 牽 粧 崟 猖 箙 痞 蛞 滂 敖 無 寅 棠 裨 腺 椋 觜 萪 粨 瓠 硴 蜥 荼 順 偵 剱 穀 羔 梓 都 剩 悵 蒭 異 痳 旒 楾 搭 殊 略 琳 萃 酥 婦 歯 窖 宵 剖 循 勘 蛎 葩 倒 砦 眺 僑 蜂 蕣 塔 棺 楴 屐 猜 素 喃 麻 播 埣 痴 獏 晄 觝 棟 黄 粟 梃 寇 蚯 院 楪 椅 陳 揺 陶 緒 堺 寫 案 喀 菟 鉤 蓉 菌 敏 蕕 游 原 峩 袿 傅 甥 萄 喋 椣 娚 硝 傑 棆 慊 陷 嫩 陸 裃 殷 煮 愁 蜴 側 倍 極 曾 樮 鉉 梏 剣 蓙 瘁 歃 裡 鉚 皙 椥 菓 僧 聚 痺 稗 碗 蒻 禝 畧 酌 斛 啗 随 莵 報 粋 崎 朔 虚 微 厥 幀 瑛 鋤 破 寐 健 悚 蛯 栴 傍 斌 栖 嫡 胱 得 釣 做 棕 栫 掏 粒 厠 塢 歳 逓 棉 寒 媼 鈑 桀 弑 稠 朖 莱 寄 鹿 釟 探 煤 晞 跋 椡 舶 蛮 菻 啌 粛 狷 椴 矮 創 跌 欹 尠 焦 碆 槭 舐 党 偶 訛 娘 業 80 | 142 戔 蛉 祝 滉 殍 炮 能 松 涎 蛻 洛 鳥 逧 郛 淹 曷 飢 怜 禽 郤 窕 飲 混 浮 欸 烝 液 袰 淌 習 晁 炳 舩 綏 渊 為 深 唸 紮 浹 渇 淺 翁 淋 泌 枹 卷 矜 将 涕 笵 淨 袂 發 竣 衿 伶 圈 烏 蚣 奚 溜 減 羚 恊 裕 怨 溌 峪 殺 溢 棧 囹 蛟 梁 炯 雰 湶 悗 牋 峻 淞 湫 桴 黍 恟 添 偽 渓 浴 峽 秘 溶 娑 滔 料 念 迯 柊 留 窓 鬯 陰 溪 湲 禄 唆 悦 碌 鬼 奐 剪 陝 洶 漓 鹵 滅 爲 蚫 逖 落 瓰 逑 袍 貿 祭 捻 救 湧 蜉 奨 殘 淬 乳 枩 焜 涵 悩 惓 洸 悛 蚋 81 | 179 兜 徭 窗 数 俟 俤 椈 倹 笑 隊 倭 秤 筍 徠 袈 校 笈 稍 断 変 挈 畛 陵 筏 筮 発 秩 敘 猴 桜 婬 彬 莢 翕 屍 倏 税 揆 欲 貧 俵 條 貂 偕 株 娩 惚 桼 笶 冢 務 恷 称 翆 昜 粉 陽 笞 慴 厖 葵 袋 象 粍 效 滌 麥 搦 煖 豺 梦 粕 筝 猥 笊 椪 楽 遂 欷 菊 梵 粁 愎 豼 犂 喙 秡 從 笋 援 粤 焚 豹 鈎 婪 診 狠 袤 猶 秣 釈 狭 粲 徐 挙 稀 採 谺 葱 氣 复 葬 皎 凌 笂 崚 候 摺 倦 傀 答 椽 硲 裂 烽 猊 透 煬 格 稜 脅 偬 笳 很 貨 狢 裘 釉 鈔 釡 粢 溺 偈 裼 椦 溷 疹 逐 狽 啄 倪 楼 粭 惨 飛 猝 癸 侯 媛 殄 湯 秒 珍 復 榻 筬 森 奥 狡 掾 嫋 欽 梯 釜 奧 偐 廃 貊 符 82 | 149 距 辜 胯 毫 捶 胆 婁 揮 庸 問 搾 冓 恚 排 最 颪 捍 据 悪 媒 嵌 桂 啅 閇 唯 萋 掫 属 閉 軍 堂 集 拜 挂 著 軟 敢 娟 蛋 曹 崔 害 斬 捐 票 峯 掌 堪 斯 栞 晤 晧 寉 珪 砠 寔 董 旌 庫 惹 荳 凖 眉 厘 街 厚 革 閂 班 堡 居 甜 耕 堆 搴 畤 掉 封 塀 媚 軾 搓 晢 菖 盒 望 患 徘 産 渟 掛 俳 聒 胙 唾 捏 娃 酔 眛 耻 脯 插 眤 宣 苣 匿 啀 捫 椎 非 茸 哇 埠 基 鬥 脾 冨 哢 珥 葎 豈 疎 嵳 埋 盖 情 梟 亭 軒 壻 眠 冑 捧 隼 蚩 推 畦 婿 硅 亳 售 動 措 蓍 祚 與 韋 期 進 83 | 168 潤 轂 駻 踟 癇 嚔 臆 薯 瞑 蟶 厩 臀 構 歔 蓮 蕭 鞄 蝙 儡 厭 鞜 濘 彊 醋 聴 靺 踵 樫 輕 憇 劃 墮 彈 噴 醇 皸 幢 墅 避 嶢 藉 輸 酷 皹 僵 鞐 駐 賢 諞 撞 撮 憧 壙 禪 瘴 暫 駸 暝 蒔 蓴 靦 閘 瞠 嘱 醍 鞘 澁 鬧 盟 遘 膜 璢 鞅 諭 歎 橄 諦 監 廣 癖 蔚 踞 樶 螳 腱 誥 鞫 輔 嫺 墹 廩 嗤 鼓 擅 圖 環 盧 潭 麈 轆 塾 腟 癌 錯 螻 噐 潮 濫 醐 嘯 槽 酵 酲 擴 賣 艚 蜻 團 職 頤 瘻 暾 罸 慙 閧 遭 壁 膿 賦 廚 麕 墳 嬋 擇 鍔 墸 薛 罰 膣 輜 肅 愨 冪 罅 螯 糎 磆 醢 諳 墟 甍 蔵 膈 澤 慳 輝 輻 誕 雖 瞎 輙 蔔 膊 嚆 輪 憲 蕎 腎 84 | 70 魁 霑 颱 遏 鼠 鴎 癡 靆 魂 震 齢 嶋 隠 驂 塰 鴨 潟 鴕 飼 聡 潛 瀁 霪 濡 蜷 樢 鴾 嶺 隱 潔 漏 濺 瀑 館 醤 慂 爵 鴟 零 霤 鴒 鼬 蝎 縉 竄 默 譌 鴻 鴇 甑 譎 歛 鴃 態 認 滷 靉 澪 鵄 霖 飽 嗚 瀲 雲 鳩 領 樋 鴿 鵜 鹸 85 | 42 鸛 鑑 闢 鱧 疊 髓 廱 欟 觀 驪 羇 纜 鑼 蠱 臟 羈 躪 鱚 鱸 廳 驥 驫 驩 驛 顴 轤 鑵 艫 顱 釀 辯 鑪 韆 巖 體 髑 韈 覊 艷 驃 驢 癰 86 | 155 撰 彙 蝦 溝 憑 愚 漕 單 幄 碼 駕 蝟 榑 弼 駑 遉 詒 滑 蛔 逎 溥 蛹 凛 弾 厨 操 誂 澗 霈 澡 遇 搏 滸 慣 遖 濆 漫 逋 滝 實 僭 喪 詠 悶 愼 漉 甌 誦 壗 毆 鴫 湖 喟 澑 遐 斟 噂 霄 蝠 遵 蕊 甎 湮 博 潺 漣 噪 遒 雫 馮 歐 蛭 祷 斡 蒲 週 澣 渭 鳫 蛩 蜆 温 膤 淵 霙 踴 喊 嘔 霊 舒 薄 駘 痛 強 尊 嶇 嗹 愴 溲 濁 擂 禎 踊 毓 潯 盞 蝉 誣 濶 嫗 傴 器 濃 樗 樞 憾 貽 蜑 鳳 蜩 孰 蔦 漠 慱 帽 蝿 韶 嶌 演 短 葭 覡 腿 黙 遞 戠 潜 想 猷 溏 熟 鳴 霆 槞 區 蜘 溘 硬 溟 駄 雷 緡 蔭 璃 鴣 87 | 170 斿 俄 彿 狼 佚 佝 客 呼 作 侘 侏 犁 施 狎 狒 伯 的 搨 列 琢 灰 刎 芟 娥 哘 併 抄 柝 桁 利 佐 供 狗 圀 待 卑 捗 徒 惣 狃 奕 莪 姦 杤 狂 粃 犲 兵 挌 征 彫 隆 体 家 悠 栲 身 柎 掬 莠 径 剃 免 茱 旋 独 侠 眇 佗 茶 菱 砂 衍 弥 核 旅 炭 伜 行 究 物 朷 拷 析 吻 苳 仟 役 兔 塚 考 凭 攸 脈 猗 従 妣 形 姥 茖 歩 垓 哦 妨 垳 炸 和 豚 埖 彦 任 斧 枋 徃 休 杓 咳 衽 柁 杯 栄 莽 狆 花 迩 栃 林 枡 狛 彷 芻 侮 亥 並 伴 徇 件 俾 梹 灼 狩 旁 徊 穿 竹 秕 剔 枸 倅 挧 荏 盆 泉 卒 牧 砒 材 籵 妊 放 茗 枇 欣 脩 促 姙 希 保 妙 突 88 | 134 杞 杙 涌 瓱 泥 浸 冶 油 泱 沍 雨 疣 芯 受 泳 浤 況 兆 泅 爭 流 况 泡 沁 沮 会 決 昏 洋 囘 沢 没 洟 法 逃 状 沛 注 咫 浄 吮 沱 殆 洪 沸 酒 求 玲 河 沌 飠 治 沽 沺 沫 甬 吶 苓 沒 疱 礼 海 汨 渋 即 沼 涓 含 隶 沿 沐 吟 卵 栂 図 台 池 冷 孚 汎 泄 帋 浦 呎 戉 曵 沈 泓 活 汳 浅 泊 汲 淫 蚪 汽 泙 扇 弱 迄 母 勇 决 吠 充 冏 泯 殴 令 洽 泝 浪 范 尽 侭 消 泪 氾 沾 恐 汰 垉 洵 咆 迢 洞 函 戍 汕 埒 忍 洩 抬 翌 89 | 113 鵆 檄 裳 劇 儒 篇 憔 働 雜 豪 薇 槧 厮 檳 篥 嫖 嫻 徴 薨 旛 質 趨 嗷 覆 雑 嘶 傲 擯 雅 顔 竅 藪 彰 稚 翩 夢 還 覈 朦 錘 櫪 催 磨 蓿 獨 穢 營 膺 膨 懲 摩 薗 蕀 壊 歙 繽 薪 廝 禦 穫 睾 蘋 獲 儚 翰 襍 維 檬 壕 殯 御 衡 嬢 曚 嗾 憊 截 嶐 窿 撕 碑 膵 寨 鞦 磐 標 應 解 嬪 艨 麿 嶼 矇 縒 錺 糜 寰 薙 窮 禊 舞 麾 徼 鞠 蕉 蒹 價 衞 旗 蔟 樵 製 歴 90 | 268 嘉 訶 隍 童 詢 碵 遠 詑 孱 睇 覗 較 觧 貴 專 慰 靤 悳 精 遁 舗 煌 瘠 棊 鈞 暇 睿 農 甅 酢 舅 模 詼 榿 幹 澆 槙 該 僂 評 畸 越 軸 飩 傳 慝 準 碧 虜 漢 匱 碍 滬 増 損 楮 棹 楯 貼 隋 對 殖 搗 遺 愿 盡 屠 睨 遅 逼 飮 蛬 畳 募 勣 稟 黃 僮 楳 數 晶 摸 慮 諚 碪 撻 惡 暦 亀 愬 搶 閥 閑 許 嗟 詁 漂 惺 惠 蛙 園 誑 諛 毀 朞 聟 超 腴 澂 碾 閔 椚 賄 嘗 壺 蜃 罨 惰 蝗 督 詬 皚 嗜 誄 棋 鈿 植 頚 詫 號 鉦 堕 趙 輅 衙 群 達 軼 営 諒 廉 皓 椹 喧 費 試 瘧 堊 稙 瑣 読 漸 椢 貰 圓 責 暮 榁 鉄 電 賈 僊 諾 億 槓 麁 頏 買 閣 賠 椙 墫 程 樟 握 閤 詰 蒜 槝 景 舖 殞 湃 詩 廂 椁 僣 輊 槫 債 蓐 棒 摶 慎 樓 話 瞋 散 萸 蓬 銅 軻 蓁 虞 間 遷 畴 稈 鈷 運 頗 逹 意 碁 窪 皖 薫 戡 覘 嗄 錻 戟 訴 閲 喨 熕 榠 喞 貲 論 槊 貯 鋩 着 逵 瑕 静 隕 會 填 載 賞 窘 替 嘆 碕 鉗 脹 暑 軽 凜 惶 跨 摯 楕 誠 遑 践 関 蒄 嘖 賁 蒼 賑 禀 嵯 碇 敦 91 | 130 嘴 遨 櫁 藾 蟆 鋲 蹈 蕷 薈 濱 艢 曝 犠 擲 糢 麓 犧 殫 薔 融 檣 鏖 蘯 瀝 艙 盪 繕 黨 壌 礙 敷 輛 瞹 稿 鍼 錮 麋 鐙 蟹 鎌 瞬 霍 擺 檜 褻 餽 叡 褸 礑 鎚 遽 牆 額 戰 醜 臍 藕 謚 鞣 擱 膰 蟠 燵 嶽 償 鵤 篤 艤 礁 憺 曦 噤 豁 舘 慶 醗 錦 颶 優 擾 横 橋 嬖 蟻 墻 糊 癒 藤 闊 隨 瀕 曖 醉 蠡 瞭 儂 歟 諡 臈 閼 暸 螽 糖 濳 鏡 樹 鵯 橢 臉 蹼 噸 戯 闕 瞼 魔 齟 壑 窺 靜 鴬 憩 樽 頰 糟 鰒 檗 邀 親 鐇 錠 92 | 131 釆 俗 炎 俘 吩 券 洗 枚 癶 染 欠 呑 分 杪 彡 気 交 枌 禿 私 犯 条 努 妥 氛 來 囮 名 粂 姿 夙 兇 汐 劵 豕 忝 网 似 依 兩 巫 汾 侈 夾 夜 尓 矣 於 冬 彖 衣 歹 牝 炊 朶 岔 余 匈 杉 苑 労 犹 乎 毟 衫 坐 欧 光 参 狄 次 爰 沙 矢 多 易 肉 各 米 炙 咎 皃 皀 灸 勿 炒 夛 茘 攵 来 芬 俛 伐 失 洙 死 尨 杁 兌 劣 杰 沃 孜 秀 怱 爻 改 協 我 尖 弟 匂 殀 佼 谷 吹 疚 匆 友 豸 忽 忿 父 俊 妖 枢 委 扮 采 派 低 93 | 80 莎 約 胸 衆 嵶 傚 烋 降 椛 桃 翅 狐 衲 蛾 紡 姚 荻 歿 婉 柳 紛 郊 价 袗 綉 勞 煽 竕 佻 恪 窈 烙 災 栩 例 糀 効 翊 愡 紋 倆 恭 孫 勉 劾 純 衂 楸 猟 峨 紕 悧 刹 萩 悴 係 初 彼 卻 絎 梨 粫 掖 孩 脇 後 裄 仰 秋 祢 愀 俐 恍 拶 籾 刻 絛 絆 換 狹 94 | 262 茴 骨 疳 股 岨 哥 柆 盍 若 陣 面 拏 宕 栗 壯 拉 忠 卦 苴 扁 門 郁 拈 特 臥 芽 岩 捉 昵 皈 畆 俚 尭 迪 咤 抽 倬 弭 昿 柚 荘 訓 逆 竓 耿 垢 郢 草 掠 陦 拱 南 宰 呵 呷 某 芭 穽 竒 眈 呻 垪 們 亰 茎 茵 砌 取 勅 肬 苗 莇 祗 周 昔 邦 所 侍 町 甼 拂 屈 点 斉 祟 胚 屏 荀 盂 旄 恠 枅 眄 朋 陌 哂 高 拙 枯 竡 刳 姫 宙 研 挺 卓 前 使 苜 歪 抻 宗 枠 苫 亨 矧 享 姑 柑 京 哄 盻 唖 荒 捜 培 坤 侵 要 空 娵 助 逝 持 掻 茉 砕 倨 柾 庠 挿 珎 卸 店 毒 荐 柯 肘 宝 苹 唐 恁 便 風 肪 孟 岷 肯 胖 屆 玻 咄 拭 明 茅 宜 怛 亮 胡 盾 亟 届 押 性 囲 茹 故 耽 垰 苦 娉 胴 佶 俥 控 孛 耶 掟 痔 括 邯 峙 玳 拵 陏 劼 茜 個 則 畊 阻 牾 乗 苒 祀 悍 倩 荅 英 症 准 砺 画 官 借 段 舁 蚶 酊 炬 禹 畋 岳 莞 埆 按 祇 哲 姻 掃 肥 叛 肱 峇 峠 凉 剌 胛 酎 到 珊 肢 咋 恃 斫 苛 赴 宥 帚 盃 度 固 胼 缸 珮 珂 拮 蛆 祠 趺 罘 政 95 | 185 殻 舳 畜 蒡 喇 痩 桝 俯 陪 荷 続 徑 猛 葆 祁 航 帰 焼 耡 結 竚 怫 術 陟 嫦 崗 紺 崇 崙 旃 敬 惆 赧 竦 勁 朏 新 赦 腕 常 葉 剿 慌 娜 椰 宿 搜 荊 糾 悟 索 瑞 聊 腆 椨 畝 觚 刷 牌 陥 剳 逕 嫐 嵜 痂 帝 菽 緕 剰 遊 跚 茲 紵 揣 部 絳 莚 酖 啻 拗 嫂 惜 腦 絢 暎 舷 陬 旆 帶 経 慄 愉 痲 焔 苧 猯 郭 郵 柧 滓 啼 剤 剄 莅 胤 剏 腑 衒 勃 榜 酘 瑜 徳 跏 廁 席 閖 跛 脚 惻 喘 舫 紳 苙 梛 葢 崛 紬 卿 孳 蒂 猫 喻 婀 掀 偏 痢 勦 悃 疲 瑙 俶 嵐 堝 釧 舵 站 痃 組 悖 肺 艇 寂 捌 渡 陞 庶 殕 触 倣 閊 倫 衄 悼 猾 跂 帯 惴 盛 惇 舸 楞 渤 庭 徙 焙 勍 莉 曼 晰 袵 備 枷 綯 啣 96 | 49 譱 顫 壟 譴 譬 鐃 鼇 饐 讚 齏 黌 靨 譖 釁 饗 籠 钁 龕 讃 讙 鑄 釁 讓 矗 蘢 讀 襲 懼 鑚 霞 囀 譫 饒 贖 覿 譛 譽 懿 竈 饋 鬮 攫 聾 籌 闥 蠅 讖 寵 蠢 97 | 167 子 内 乃 厂 夂 囗 才 戊 太 介 夊 匀 彳 乙 扌 四 十 儿 亻 刀 孔 尤 力 今 公 及 匸 込 卜 厶 下 囚 召 人 巾 処 只 个 彑 亢 勹 爿 必 比 久 札 乢 尢 入 区 丨 刂 仄 礻 外 仏 以 允 水 不 卮 矛 兀 卯 几 丈 扎 万 六 弋 口 羽 匚 勺 叱 禾 丁 孕 凵 夕 刃 兄 冰 也 匁 代 火 廴 辶 仆 幺 又 了 朮 亡 厄 切 少 句 永 丸 収 犬 冂 八 凶 夬 丹 斗 已 乂 辺 九 圦 夭 氺 兮 乞 刈 汀 千 一 亠 巳 巴 汁 冫 𠂊 氏 己 屯 小 匹 仂 叺 衤 木 勾 双 叉 卩 文 灬 尺 亅 寸 化 丶 匕 阝 氵 刄 氷 汝 予 爪 戈 从 大 仇 女 凡 七 冖 孑 心 丿 98 | 110 癈 蔽 満 線 溂 瘉 絣 商 啜 隙 黹 絖 蜊 紐 絋 綸 絨 絶 紹 蒋 絽 剛 紘 被 葯 綱 梳 郷 喩 楡 楹 隘 滋 紫 紿 蜒 撚 渦 陜 惱 渝 継 総 幾 絃 獗 際 般 搬 蝓 偸 袱 淤 唹 級 敝 洲 禍 皴 惘 瘢 逾 統 納 幽 紗 烈 揃 烱 椀 然 湍 遜 紙 褓 綿 菰 啾 萠 慈 綬 密 孵 綛 給 網 褞 畷 機 絅 累 紲 船 偲 絞 終 絲 疏 細 緜 絡 崘 菠 鄒 慍 跳 揄 袮 緑 緞 99 | 142 逢 戝 勗 貮 道 瓮 棲 息 羞 奠 婚 鈕 奄 銭 春 挨 梍 冕 感 急 頂 晨 訟 毳 記 訖 聆 詔 泰 奢 覓 晦 笥 智 貫 桎 棔 託 掩 啓 滄 敗 辱 涙 淦 羝 棍 塗 瓷 昆 覚 津 喫 規 貸 奏 訣 資 渚 舂 倉 套 湛 耘 淒 匏 揩 嗔 港 馗 脊 梶 偃 湊 唇 棯 珱 捲 賀 淕 怠 残 埃 渥 湟 項 堰 瓸 毬 送 唄 匯 桟 耗 戞 鈩 國 訝 鈬 塡 咲 戦 凄 圏 戛 渠 訥 溽 恩 麸 張 硯 粗 桾 淇 脣 頃 負 善 氤 喰 巻 訳 羨 釦 耜 眞 琺 貪 渣 晉 眷 或 逗 愆 既 砥 桧 淆 恙 皆 湘 100 | 27 蠶 轟 顳 讎 謦 囁 矚 覽 攝 鑷 懾 聽 躙 躡 欖 饉 曩 攤 聶 瓏 屬 囑 朧 蠹 攬 韃 蠧 101 | 45 潦 梭 痰 煎 彌 淡 熊 濔 翦 傘 獎 爾 簗 撈 漆 鈴 瀰 椶 啖 蓊 浚 參 亂 谿 粱 滲 彝 逡 爽 蔘 慘 慾 鰺 澳 愛 稔 綫 邇 襖 鯵 裟 滾 毯 渙 鑁 102 | -------------------------------------------------------------------------------- /doc/tacs2014/article.tex: -------------------------------------------------------------------------------- 1 | % Document title 2 | % ============== 3 | % Draft for conference/workshop paper to be submitted to http://tappcs.blogspot.mx/ 4 | % 2--4 pages in Spanish or English. 5 | 6 | \documentclass[10pt,conference,a4paper]{IEEEtran} 7 | \usepackage[utf8x]{inputenc} 8 | \usepackage[hidelinks,pdftex]{hyperref} 9 | \usepackage{graphicx} 10 | \usepackage{pgfplots} 11 | \usepackage[T1]{fontenc} 12 | \bibliographystyle{IEEEtran} 13 | 14 | % This enables the kanji in the table, but all typefaces turn uglier. 15 | % Also must be generated with xelatex 16 | %\usepackage{xeCJK} 17 | %\setCJKmainfont{cyberbit.ttf} 18 | 19 | \hypersetup{ 20 | pdftitle = {A Modular Handwritten Kanji Recognition Schema}, 21 | pdfauthor = {Lars Fredrik Karlstr\"om and Everardo Guti\'errez L\'opez}, 22 | pdfsubject = {Workshop paper on the development of a modular design schema for handwritten kanji recognition.}, 23 | pdfkeywords = { 24 | {Intelligent character recognition} 25 | {Handwriting recognition} 26 | {Kanji recognition} 27 | {Artificial neural network} 28 | }, 29 | } 30 | 31 | 32 | \title{A Modular Handwritten Kanji Recognition Schema} 33 | 34 | \author{ 35 | \IEEEauthorblockN{Lars Fredrik Karlstr\"om} 36 | \IEEEauthorblockA{Faculty of Science, Dept. of Computer Science\\ Universidad Aut\'onoma de Baja California\\ \href{mailto:fredrik.karlstrm@uabc.edu.mx}{\texttt{fredrik.karlstrm@uabc.edu.mx}}} 37 | \and 38 | \IEEEauthorblockN{Everardo Guti\'errez L\'opez} 39 | \IEEEauthorblockA{Faculty of Science, Dept. of Computer Science\\ Universidad Aut\'onoma de Baja California\\ \href{mailto:everardo.gutierrez@uabc.edu.mx}{\texttt{everardo.gutierrez@uabc.edu.mx}}} 40 | } 41 | 42 | \pgfplotsset{ 43 | compat = newest, 44 | xlabel near ticks, 45 | ylabel near ticks 46 | } 47 | 48 | \begin{document} 49 | \maketitle 50 | 51 | \begin{abstract} 52 | Handwriting continues to play a significant role in daily life, warranting continued research in the field of intelligent character recognition. 53 | East asian scripts, such as Japanese, remain challenging to process efficiently with high accuracy due to their vast number of symbols. 54 | In this work, a modular design schema based on reviews of previous work and the characteristics of the Japanese kanji sinographs is presented, along with 55 | the description of an ongoing effort to implement and evaluate a handwriting recognition system that incorporates online feature extraction, 56 | category clustering, and artificial neural networks. 57 | \end{abstract} 58 | 59 | \medskip 60 | \begin{IEEEkeywords} 61 | Intelligent character recognition, handwriting recognition, kanji recognition, artificial neural network. 62 | \end{IEEEkeywords} 63 | 64 | \section{Introduction} 65 | \label{sec:introduction} 66 | 67 | Although a variety of efficient digital input methods have become all but second nature to recent generations, for the vast majority 68 | handwriting remains an integral activity in daily life. 69 | The importance to further improve upon the state-of-the-art in handwriting recognition is underlined not only by the continued prevalence of 70 | handwriting, but also by the need to digitalize archived material, its significant role in the development of fine motor skills, 71 | and a variety of other areas of application, such as signature verification \cite{plamondon2000online}. 72 | 73 | As an area of research, handwriting recognition predates even the digital computer. In 1888, Elisha Gray was awarded a patent %\cite{gray1888telautograph} 74 | for the Telautograph, which is considered a precursor to the stylus and digitizer, and in 75 | a 1957 publication, T. L. Dimond summarized early character recognition efforts and introduced the Stylator, an early input recognition device \cite{dimond1957devices}. 76 | 77 | The decades of research since has introduced a vast number of recognition methods for writing in any and all forms, with noteworthy successful techniques 78 | currently in widespread use including support vector machines, hidden Markov models, and artificial neural networks \cite{fujisawa2008forty, tappert1990state}. 79 | 80 | This paper documents a work in progress on the topic of intelligent handwriting recognition of Japanese characters. 81 | The remainder of the article is structured as follows: 82 | %In section \ref{sec:problem_description} we present the Japanese writing system and outline the primary issues with handwriting recognition for east asian script; 83 | %in section \ref{sec:previous_work}, we discuss some notable advances aimed at solving various aspects of the aforementioned problems. 84 | 85 | The Japanese writing system and an outline of the primary issues with handwriting recognition for east asian script is presented in section \ref{sec:problem_description}, and 86 | in section \ref{sec:previous_work}, some notable advances aimed at solving various aspects of the aforementioned problems are discussed. 87 | 88 | An explanation of the proposed solution approach is given in section \ref{sec:proposed_solution}, and an experimental implementation is described in section \ref{sec:experiments} 89 | along with some initial observations. Finally, planned future work is presented in section \ref{sec:future_work}. 90 | %whereafter we conclude by summarizing the contents of this paper in section \ref{sec:summary}. 91 | 92 | 93 | \begin{figure} 94 | \centering 95 | \includegraphics[width=2.75in]{./fig/yama-ryuu-kane.eps} 96 | \caption{Sample characters. The kanji ``yama'' (mountain), ``ry\=u'' (dragon), and ``kane'' (bell), written with 3, 10, and 20 strokes, respectively.} 97 | \label{fig_kanji_sample} 98 | \end{figure} 99 | 100 | 101 | 102 | \section{Problem description} 103 | \label{sec:problem_description} 104 | 105 | Any form of digital handwriting recognition is a complex undertaking, 106 | where the performance of the system is impacted by a multitude of factors---spanning 107 | everything from the quality and quantity of training data, to resilience toward input 108 | translation, rotation, and noise. As the number of candidate categories increase 109 | the size of the search space, however, the task quickly grows monumental. 110 | 111 | The Japanese writing system consists of the two \emph{kana} syllabaries \emph{hiragana} and \emph{katakana}, 112 | as well as the sinographs commonly known as \emph{kanji}---literally ``Han characters''---that stem from China. 113 | The Japanese Ministry of Education's \mbox{official} ``regular use'' (j\=oy\=o) kanji list defines a set of 2,136 114 | baseline characters taught in elementary and secondary education \cite{hadamitzky2012japanese}. 115 | This set is far from exhaustive, though: the Japanese Industrial Standard X 0208 encoding, for instance, contains 6,355 different kanji. 116 | 117 | Although the characters are vast in number and differ significantly from one another in terms of complexity (see figures \ref{fig_kanji_sample} 118 | and \ref{fig_kanji_stroke_hist}), the writing system itself is not arbitrary. Any kanji may be broken down into smaller units, known as graphemes, 119 | and they are commonly classified by basic, frequently occurring components referred to as radicals. 120 | Furthermore, stroke order is dictated by a set of rules. In essence, kanji are written from top to bottom and left to right within imaginary squares \cite{foerster1994kanji}. 121 | 122 | These properties are often leveraged in kanji recognition systems, but not without penalty: relying on the correct stroke order during online 123 | recognition, for instance, severely impacts recognition rates when a user provides erroneous input---even though it may still appear to be \emph{visually} correct \cite{shin2002optimal}. 124 | 125 | While certain aspects such as noise reduction and normalization strategies remain similar across systems, the aforementioned characteristics result in 126 | recognition systems designed for western input not performing satisfactorily when applied to east asian script \cite{jager2003state, tappert1990state}%, liu2004online} 127 | ---unless the solution relies on complex techniques such as ``deep'' neural networks \cite{ciresan2012multi}. 128 | 129 | 130 | %Given that the category search space for Japanese characters is an order of magnitude larger and contains a vastly differing set of 131 | %characteristics than its western counterparts, the same designs that yield highly accurate results on 132 | %western handwriting recognition tasks do not perform satisfactorily when applied to asian script \cite{jager2003state, tappert1990state, liu2004online} 133 | %-- unless the solution relies on complex and computationally expensive techniques, such as ``deep'' neural networks. \cite{ciresan2012multi} 134 | 135 | 136 | \begin{figure} 137 | \centering 138 | \begin{tikzpicture}[font=\small] 139 | \begin{axis}[ 140 | ycomb, 141 | xlabel={Number of Strokes}, 142 | ylabel={Number of Characters}, 143 | ] 144 | %\addplot[fill=white] coordinates { 145 | \addplot [] coordinates { 146 | (1, 6) 147 | (2, 32) 148 | (3, 64) 149 | (4, 115) 150 | (5, 151) 151 | (6, 199) 152 | (7, 318) 153 | (8, 434) 154 | (9, 473) 155 | (10, 544) 156 | (11, 581) 157 | (12, 581) 158 | (13, 532) 159 | (14, 435) 160 | (15, 434) 161 | (16, 369) 162 | (17, 299) 163 | (18, 207) 164 | (19, 175) 165 | (20, 135) 166 | (21, 106) 167 | (22, 69) 168 | (23, 49) 169 | (24, 37) 170 | (25, 20) 171 | (26, 12) 172 | (27, 8) 173 | (28, 6) 174 | (29, 3) 175 | (30, 2) 176 | }; 177 | \end{axis} 178 | \end{tikzpicture} 179 | \caption{Distribution of 6,400 kanji by stroke count. \emph{Source: KanjiVG} \cite{kanjivg}.} 180 | \label{fig_kanji_stroke_hist} 181 | \end{figure} 182 | 183 | 184 | 185 | \section{Previous work} 186 | \label{sec:previous_work} 187 | 188 | A vast body of work has been amassed on the topic of Japanese handwriting recognition. 189 | This section provides a summary of publications dealing with many principal issues of interest, 190 | whose findings motivate this proposal. 191 | %Here we summarize some notable publications that influenced our adopted approach. 192 | 193 | 194 | In \cite{joe1989large}, Mori and Joe present selective and integrative neural networks that 195 | segment categories into small groups, thereby improving the recognition rate of each network. 196 | 197 | 198 | After structuring the search space by clustering, Yang et al. perform two-stepped offline recognition by first 199 | comparing the input character to the centroids of each cluster, and then distinguishing between the members of the cluster 200 | whose centroid most closely matched the input \cite{yang2003accelerating}. 201 | 202 | 203 | In \emph{Hybrid Pen-Input Character Recognition System Based on Integration of Online-Offline Recognition}, 204 | the authors present a system that leverages the advantages provided by each type of recognition. 205 | In addition to a discussion of various integration techniques, two feature extraction methods are described in detail: 206 | a gradient-based technique for offline input, and a recursive substroke extractor for online input \cite{tanaka1999hybrid}. 207 | 208 | 209 | % Got A-H classification from here 210 | In \cite{nakai2001substroke}, the authors adapt a continuous speech recognition algorithm utilizing 211 | hidden Markov models for the purpose of online kanji recognition. Captured strokes are segmented into 212 | substrokes and classified based on directionality (see figure \ref{fig_stroke_categories}); 213 | the resulting vector elements are thereafter employed as dictionary search keys. 214 | 215 | 216 | \emph{Online Handwritten Kanji Recognition Based on Inter-Stroke Grammar} explains the hierarchical structure of kanji, 217 | and explores how to leverage this information using stochastic context-free grammars \cite{ota2007online}. 218 | 219 | Finally, \emph{Best Practices for Convolutional Neural Networks Applied to Visual Document Analysis} by Simard, et al. outlines the 220 | potential of convolutional neural networks and provides a variety of techniques and guidelines directly applicable to the development of a fine-grain classifier \cite{simard2003best}. 221 | 222 | 223 | \begin{figure} 224 | \centering 225 | \includegraphics[width=2.75in]{./fig/stroke-categories.eps} 226 | \caption{A stroke may be classified according to its directionality. 227 | Further classes may be used to differentiate between long and short strokes, 228 | or to accomodate for pen-up motions. Here, the strokes of the kanji ``ki'' (tree) are identified as A-G-F-H. 229 | The dotted lines illustrate the pen-up motions that implicitly connect each successive stroke. Taking these motions into account, 230 | the label for the same kanji is A-4-G-3-F-2-H.} 231 | \label{fig_stroke_categories} 232 | \end{figure} 233 | 234 | 235 | 236 | \section{Proposed solution} 237 | \label{sec:proposed_solution} 238 | 239 | Taking the issues presented in section \ref{sec:problem_description} and the many influential works reviewed in section \ref{sec:previous_work} 240 | into consideration, an attempt is made to define a general description of a flexible, modular 241 | design schema that splits the identification task into coarse and fine phases---thereby reducing the complexity of each undertaking---and 242 | additionally permits replacing the normalization, extraction, segmentation, and classification strategies. 243 | The design schema is applicable to systems performing online as well as offline recognition tasks. 244 | Figure \ref{fig_model_overview} provides a high-level overview of the concept. 245 | 246 | \begin{figure}[b] 247 | \centering 248 | \includegraphics[width=2.75in]{./fig/model-overview.eps} 249 | \caption{The model consists of five components: input normalization methods, a feature extractor, 250 | a clustering strategy, a router (coarse classifier), and a fine-grained classifier.} 251 | \label{fig_model_overview} 252 | \end{figure} 253 | 254 | 255 | 256 | \subsection{Input normalization} 257 | 258 | Improving the input data, especially by making it more uniform with respect to available training data, has the potential 259 | to greatly increase recognition rates. In the case of offline input, techniques include noise reduction, 260 | cropping, and scaling; for online input, strokes may be analyzed and altered on-the-fly to increase consistency. 261 | Other possibilities include blurring or otherwise distorting input data in order to generalize it \cite{razzak2009combining}. 262 | 263 | 264 | 265 | \subsection{Feature extraction} 266 | 267 | The feature extraction algoritm should take online, offline, or combined input, and rapidly generate 268 | an n-dimensional vector representation of the provided data. The output should be sufficient for the 269 | routing component to reliably distinguish within which candidate subset the fine classifier should search. 270 | 271 | Generally speaking, a higher feature vector dimensionality would allow for the construction of more finely-tuned clusters, 272 | but this might well increase the likelihood of misrouting.%, resulting in a failed classification. 273 | 274 | Examples of feature extractors include recursive substroke segmentation and image gradation, both described in \cite{tanaka1999hybrid}. 275 | 276 | 277 | 278 | \subsection{Category clustering} 279 | 280 | By structuring the search space into clusters of similar \mbox{categories} based on extracted features, 281 | a corresponding number of fine classifiers that need only concern themselves with distinguishing 282 | between the symbols within their respective cluster may be constructed. 283 | Partitions could either be mutually exclusive or contain some degree of overlap. 284 | 285 | K-means clustering is often employed for this type of segmentation task, as is the Linde-Buzo-Gray algorithm.% \cite{yang2003accelerating}. 286 | %It is worth mentioning that optimally allocating $n$ elements in $k$ partitions is an NP-hard problem, even in the case of $k = 2$. \cite{drineas2004clustering} 287 | 288 | 289 | %This translates into significant reductions in model complexity, 290 | %which in turn implies both a decrease in training time 291 | %and the possibility of higher accuracy rates. Furthermore, given that no category overlap exists 292 | %between the clusters, each fine classifier may be trained in parallel, and each model may be gradually 293 | %improved as new training data is made available. 294 | 295 | %Centroid-based clustering 296 | %"Seeks to minimize the average squared distance between points in the same cluster" 297 | %goal is to choose k centers so as to minimize $\varphi$, the total squared distance between each point and its closest center. 298 | 299 | \subsection{Routing} 300 | 301 | Acting upon the vector provided by the feature extractor, the router---or coarse classifier---should indicate 302 | within which partition the category corresponding to the input is most likely located. his component could 303 | be contrived to indicate not only one but multiple targets in order to dampen the effect of erroneous routing. 304 | 305 | A 2014 publication by Zhu and Nakagawa documents the use of genetic algorithms to programmatically generate robust coarse classifiers \cite{zhu2014robust}. 306 | 307 | 308 | \subsection{Fine-grained classification} 309 | 310 | The final component of the system is the fine classifier, which is tasked with matching the 311 | given input against the candidates within its partition. As mentioned in section \ref{sec:previous_work}, a great 312 | variety of techniques exist, including support vector machines, Bayesian networks, hidden Markov models, and artificial neural networks. 313 | This step is not necessarily limited to using only one method; provided a reliable means of integration is developed, 314 | multiple classifiers could work in unity to provide the best possible classification. 315 | %As with the coarse classifier, this component could leverage either of or both online and offline information. 316 | 317 | 318 | 319 | %\section{Experiments \& preliminary results} 320 | \section{Experimental design \& preliminary results} 321 | \label{sec:experiments} 322 | 323 | An online kanji recognition system based on the design schema outlined in the previous section is 324 | currently being implemented. This system will be evaluated on established testing benchmarks 325 | as well as in the form of a mobile application. The diagram presented in figure \ref{fig_experimental_implementation} 326 | explains how the various components interact. 327 | 328 | \begin{figure} 329 | \centering 330 | \includegraphics[width=2.75in]{./fig/experimental-implementation.eps} 331 | \caption{Experimental implementation. The input is first analyzed by the coarse classifier, resulting in the G-H-A\ldots feature representation. 332 | Thereafter, the routing network selects which cluster to search in, and the image data is passed to the corresponding CANN for fine-grain classification.} 333 | \label{fig_experimental_implementation} 334 | \end{figure} 335 | 336 | 337 | \subsection{Input normalization} 338 | 339 | Initially, two alternatives are being explored: an approach in which no input normalization is be applied, and one 340 | in which the effect of rectifying online strokes by altering or discarding points below a certain threshold is evaluated. 341 | 342 | 343 | \subsection{Feature extraction} 344 | 345 | With the intent of progressively improving the various facets of the system, 346 | the first feature extractor was made as straightforward as possible: each stroke is directly 347 | classified with a letter, as illustrated in figure \ref{fig_stroke_categories}, based solely 348 | on its start and endpoints. Table \ref{tbl_stroke_analysis} presents a statistical overview of the 349 | result of classifying the 6,400 elements in the KanjiVG dataset in this manner. 350 | Intuitively, excluding pen-up motions should result in a more error-resilient system, due to 351 | the \emph{correct order} of the strokes not being taken into account. 352 | 353 | 354 | \begin{table}[b] 355 | \renewcommand{\arraystretch}{1.3} 356 | \caption{Stroke type frequency distribution overview } 357 | \label{tbl_stroke_analysis} 358 | \centering 359 | \begin{tabular}{ c | c c c c c l } 360 | \hline 361 | & \bfseries \% & \small $\sum$ & $\mu$ & $\sigma$ & \footnotesize Highest occurrence \\ 362 | \hline 363 | \hline 364 | \bfseries A & $33.20\%$ & $26,160$ & $4.09$ & $2.33$ & $15$ & \\%(蠶) \\ 365 | \bfseries B & $1.47\%$ & $1,159$ & $0.18$ & $0.40$ & $2$ & \\%(摑) \\ 366 | \bfseries C & $0.00\%$ & $0$ & -- & -- & -- & \\% \\ 367 | \bfseries D & $0.00\%$ & $0$ & -- & -- & -- & \\% \\ 368 | \bfseries E & $0.31\%$ & $245$ & $0.04$ & $0.19$ & $2$ & \\%(霪) \\ 369 | \bfseries F & $12.72\%$ & $10,018$ & $1.57$ & $1.36$ & $10$ & \\%(鏐) \\ 370 | \bfseries G & $29.98\%$ & $23,616$ & $3.69$ & $1.96$ & $13$ & \\%(鱸) \\ 371 | \bfseries H & $22.32\%$ & $17,587$ & $2.75$ & $1.61$ & $11$ & \\%(靆) \\ 372 | \hline 373 | & $100.00\%$ & $78,785$ & & & & \\ 374 | \hline 375 | \end{tabular} 376 | \end{table} 377 | 378 | 379 | \subsection{Category clustering} 380 | 381 | Equipped with their respective feature vectors, the 6,400 categories were partitioned into 50 382 | mutually exclusive clusters using the K-means++ algorithm \cite{arthur2007k}. 383 | Based on the information provided 384 | in table \ref{tbl_stroke_analysis}, only the five significant dimensions A, B, F, G, and H were utilized as sorting parameters. 385 | The number of clusters was determined empirically, using Mardia's rule of thumb \mbox{$k \approx \sqrt{n / 2}$} \cite{mardia2005multivariate} 386 | as an upper limit. 387 | 388 | 389 | \subsection{Routing} 390 | 391 | Initially, three simple routing strategies are being applied: a lookup table, a function that 392 | identifies the most similar centroid, and a feedforward neural network. One auxiliary goal 393 | at this stage---in particular with the ANN---is creating some degree of resilience to errors 394 | such as a missing or incorrectly traced strokes. 395 | A differing aspect at this stage compared to previous works is the vastly decreased number 396 | of input features being considered, e.g. 8 versus 256 in \cite{yang2003accelerating}. 397 | 398 | 399 | \subsection{Fine-grained classification} 400 | 401 | Current efforts are focused on designing and evaluating convolutional neural networks to perform final, visual comparisons. 402 | \mbox{Convolutional} neural networks are known to provide a measure of resilience against translation and rotation, 403 | thus lending themselves well to offline character recognition tasks. 404 | 405 | The comparatively small number of category candidates per cluster (in current experiments averaging 128 kanji) 406 | implies that each model will require a lower degree of complexity. Furthermore, as it is probable that each 407 | partition will contain many similar-looking categories, it follows that the networks may be more likely to correctly 408 | discern between more minute differences that might have been generalized away in larger-scale topologies. 409 | These properties may lead to desireable reductions in execution time and storage space requirements, 410 | without considerable negative impact on recognition rates. 411 | 412 | 413 | %As previously stated, the comparatively small set of category candidates (in current experiments averaging 128 kanji) 414 | %implies that each cluster model requires a lower degree of complexity. It may also be expected that---seeing 415 | %how each partition is likely to contain many similar-looking characters---the networks will be more likely 416 | %to correctly discern between more minute differences that might have been generalized away in a larger-scale network. 417 | 418 | 419 | Finally, by focusing solely on offline character recognition at this stage, a significantly larger body of training data---such 420 | as the ETL character database, which contains hundreds of thousands of handwritten kanji samples \cite{yamamoto1986recognition}---may be utilized. 421 | 422 | 423 | 424 | \section{Future work} 425 | \label{sec:future_work} 426 | 427 | The experiments documented in this paper are an initial and ongoing attempt at implementing a kanji handwriting recognition \mbox{system} 428 | based on the outlined design methodology; numerous venues still remain to be explored. 429 | 430 | With regard to online recognition, for instance, the feature extraction strategy could be enhanced to break strokes into 431 | substrokes, diffentiate between long and short strokes, and take pen-up movements into account. 432 | This alteration would allow for clustering on up to 25 dimensions, rather than the currently available 8. 433 | Alternatively, by substituting the current coarse classifier with an offline feature extraction strategy, the entire system could 434 | be applied to exclusively offline handwriting recognition tasks, such as OCR of scanned documents. 435 | 436 | Additional clustering strategies could be examined, potentially harnessing the hierarchical properties of the symbols. 437 | Another venue would be developing a cascading clustering system with multiple coarse lookups, aimed at further 438 | reducing the size of the fine-grained classifier's search space. 439 | 440 | At the fine-grained recognition level, there is ample opportunity both to iterate upon the current convolutional neural network 441 | approach---refining the network topology and applying a variety of best practices \cite{simard2003best} in order to enhance the 442 | recognition results---and to pursue other recognition techniques, such as hidden Markov models and support vector machines. 443 | 444 | 445 | 446 | % References 447 | \bibliography{./references} 448 | 449 | \end{document} 450 | -------------------------------------------------------------------------------- /doc/tacs2014/fig/stroke-categories.eps: -------------------------------------------------------------------------------- 1 | %!PS-Adobe-3.0 EPSF-3.0 2 | %%Creator: cairo 1.12.16 (http://cairographics.org) 3 | %%CreationDate: Thu Sep 4 23:28:38 2014 4 | %%Pages: 1 5 | %%DocumentData: Clean7Bit 6 | %%LanguageLevel: 3 7 | %%BoundingBox: 0 -1 269 87 8 | %%EndComments 9 | %%BeginProlog 10 | save 11 | 50 dict begin 12 | /q { gsave } bind def 13 | /Q { grestore } bind def 14 | /cm { 6 array astore concat } bind def 15 | /w { setlinewidth } bind def 16 | /J { setlinecap } bind def 17 | /j { setlinejoin 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1047.641 c 271.844 1046.648 272.098 1045.844 308 | 272.609 1045.219 c 273.117 1044.582 273.77 1044.266 274.562 1044.266 c 309 | 275.301 1044.266 275.859 1044.492 276.234 1044.953 c 276.398 1045.148 276.484 310 | 1045.398 276.484 1045.703 c 276.484 1046.297 l 276.484 1046.641 276.398 311 | 1046.852 276.234 1046.938 c 276.117 1047 275.863 1047.047 275.469 1047.078 312 | c 275.469 1047.359 l 278.094 1047.359 l h 313 | 286.305 1044.094 m 283.555 1044.094 l 283.555 1044.375 l 283.918 1044.395 314 | 284.156 1044.438 284.273 1044.5 c 284.469 1044.594 284.57 1044.812 284.57 315 | 1045.156 c 284.57 1047.547 l 280.805 1047.547 l 280.805 1045.156 l 280.805 316 | 1044.82 280.887 1044.609 281.055 1044.516 c 281.188 1044.441 281.445 1044.395 317 | 281.82 1044.375 c 281.82 1044.094 l 279.086 1044.094 l 279.086 1044.375 318 | l 279.43 1044.395 279.668 1044.438 279.805 1044.5 c 280.012 1044.594 280.117 319 | 1044.812 280.117 1045.156 c 280.117 1050.062 l 280.117 1050.406 280.027 320 | 1050.625 279.852 1050.719 c 279.715 1050.789 279.461 1050.844 279.086 1050.875 321 | c 279.086 1051.156 l 281.82 1051.156 l 281.82 1050.875 l 281.484 1050.852 322 | 281.246 1050.805 281.102 1050.734 c 280.902 1050.66 280.805 1050.438 280.805 323 | 1050.062 c 280.805 1047.953 l 284.57 1047.953 l 284.57 1050.062 l 284.57 324 | 1050.395 284.465 1050.609 284.258 1050.703 c 284.109 1050.785 283.859 1050.844 325 | 283.508 1050.875 c 283.508 1051.156 l 286.305 1051.156 l 286.305 1050.875 326 | l 285.906 1050.844 285.641 1050.785 285.508 1050.703 c 285.34 1050.617 327 | 285.258 1050.406 285.258 1050.062 c 285.258 1045.156 l 285.258 1044.832 328 | 285.344 1044.617 285.523 1044.516 c 285.668 1044.441 285.93 1044.395 286.305 329 | 1044.375 c h 330 | 294.406 1044.094 m 291.797 1044.094 l 291.797 1044.375 l 292.379 1044.375 331 | 292.672 1044.492 292.672 1044.734 c 292.672 1044.898 292.641 1045.055 292.578 332 | 1045.203 c 292.016 1046.562 l 289.188 1046.562 l 288.656 1045.156 l 288.582 333 | 1044.957 288.547 1044.812 288.547 1044.719 c 288.547 1044.488 288.832 1044.375 334 | 289.406 1044.375 c 289.406 1044.094 l 287.062 1044.094 l 287.062 1044.375 335 | l 287.125 1044.375 l 287.602 1044.375 287.945 1044.641 288.156 1045.172 336 | c 290.594 1051.266 l 290.859 1051.266 l 293.344 1045.109 l 293.531 1044.641 337 | 293.883 1044.395 294.406 1044.375 c h 338 | 291.891 1046.953 m 290.609 1050.156 l 289.328 1046.953 l h 339 | 302.289 1047.078 m 301.965 1047.047 301.746 1047.004 301.633 1046.953 c 340 | 301.434 1046.879 301.336 1046.66 301.336 1046.297 c 301.336 1044.125 l 341 | 301.117 1044.125 l 300.82 1044.703 l 300.266 1044.141 299.555 1043.859 298.68 342 | 1043.859 c 297.688 1043.859 296.883 1044.176 296.258 1044.812 c 295.57 343 | 1045.5 295.227 1046.422 295.227 1047.578 c 295.227 1048.766 295.59 1049.723 344 | 296.32 1050.453 c 296.953 1051.078 297.73 1051.391 298.648 1051.391 c 299.387 345 | 1051.391 300.031 1051.195 300.586 1050.812 c 300.719 1050.719 300.812 1050.672 346 | 300.867 1050.672 c 300.961 1050.672 301.016 1050.805 301.039 1051.078 c 347 | 301.336 1051.078 l 301.336 1049.109 l 301.039 1049.109 l 300.953 1049.566 348 | 300.762 1049.957 300.461 1050.281 c 300.012 1050.781 299.43 1051.031 298.711 349 | 1051.031 c 297.742 1051.031 297.016 1050.613 296.539 1049.781 c 296.203 350 | 1049.176 296.039 1048.461 296.039 1047.641 c 296.039 1046.648 296.293 1045.844 351 | 296.805 1045.219 c 297.312 1044.582 297.965 1044.266 298.758 1044.266 c 352 | 299.496 1044.266 300.055 1044.492 300.43 1044.953 c 300.594 1045.148 300.68 353 | 1045.398 300.68 1045.703 c 300.68 1046.297 l 300.68 1046.641 300.594 1046.852 354 | 300.43 1046.938 c 300.312 1047 300.059 1047.047 299.664 1047.078 c 299.664 355 | 1047.359 l 302.289 1047.359 l h 356 | 307.184 1047.797 m 308.598 1047.547 309.309 1046.957 309.309 1046.031 c 357 | 309.309 1044.738 308.316 1044.094 306.34 1044.094 c 303.277 1044.094 l 358 | 303.277 1044.375 l 303.609 1044.395 303.848 1044.438 303.996 1044.5 c 304.203 359 | 1044.594 304.309 1044.812 304.309 1045.156 c 304.309 1050.062 l 304.309 360 | 1050.383 304.238 1050.594 304.105 1050.688 c 303.98 1050.781 303.703 1050.844 361 | 303.277 1050.875 c 303.277 1051.156 l 306.387 1051.156 l 307.031 1051.156 362 | 307.578 1051.047 308.027 1050.828 c 308.609 1050.535 308.902 1050.078 308.902 363 | 1049.453 c 308.902 1048.578 308.328 1048.031 307.184 1047.812 c h 364 | 304.98 1047.953 m 306.043 1047.953 l 307.449 1047.953 308.152 1048.441 365 | 308.152 1049.422 c 308.152 1050.359 307.5 1050.828 306.199 1050.828 c 305.855 366 | 1050.828 l 305.676 1050.828 305.535 1050.812 305.434 1050.781 c 305.129 367 | 1050.727 304.98 1050.488 304.98 1050.062 c h 368 | 304.98 1047.594 m 304.98 1045.219 l 304.98 1044.688 305.27 1044.422 305.855 369 | 1044.422 c 306.184 1044.422 l 307.746 1044.422 308.527 1044.941 308.527 370 | 1045.984 c 308.527 1047.055 307.691 1047.594 306.027 1047.594 c h 371 | 317.805 1047.078 m 317.48 1047.047 317.262 1047.004 317.148 1046.953 c 372 | 316.949 1046.879 316.852 1046.66 316.852 1046.297 c 316.852 1044.125 l 316.633 373 | 1044.125 l 316.336 1044.703 l 315.781 1044.141 315.07 1043.859 314.195 374 | 1043.859 c 313.203 1043.859 312.398 1044.176 311.773 1044.812 c 311.086 375 | 1045.5 310.742 1046.422 310.742 1047.578 c 310.742 1048.766 311.105 1049.723 376 | 311.836 1050.453 c 312.469 1051.078 313.246 1051.391 314.164 1051.391 c 377 | 314.902 1051.391 315.547 1051.195 316.102 1050.812 c 316.234 1050.719 316.328 378 | 1050.672 316.383 1050.672 c 316.477 1050.672 316.531 1050.805 316.555 1051.078 379 | c 316.852 1051.078 l 316.852 1049.109 l 316.555 1049.109 l 316.469 1049.566 380 | 316.277 1049.957 315.977 1050.281 c 315.527 1050.781 314.945 1051.031 314.227 381 | 1051.031 c 313.258 1051.031 312.531 1050.613 312.055 1049.781 c 311.719 382 | 1049.176 311.555 1048.461 311.555 1047.641 c 311.555 1046.648 311.809 1045.844 383 | 312.32 1045.219 c 312.828 1044.582 313.48 1044.266 314.273 1044.266 c 315.012 384 | 1044.266 315.57 1044.492 315.945 1044.953 c 316.109 1045.148 316.195 1045.398 385 | 316.195 1045.703 c 316.195 1046.297 l 316.195 1046.641 316.109 1046.852 386 | 315.945 1046.938 c 315.828 1047 315.574 1047.047 315.18 1047.078 c 315.18 387 | 1047.359 l 317.805 1047.359 l h 388 | 325.953 1047.078 m 325.629 1047.047 325.41 1047.004 325.297 1046.953 c 389 | 325.098 1046.879 325 1046.66 325 1046.297 c 325 1044.125 l 324.781 1044.125 390 | l 324.484 1044.703 l 323.93 1044.141 323.219 1043.859 322.344 1043.859 391 | c 321.352 1043.859 320.547 1044.176 319.922 1044.812 c 319.234 1045.5 318.891 392 | 1046.422 318.891 1047.578 c 318.891 1048.766 319.254 1049.723 319.984 1050.453 393 | c 320.617 1051.078 321.395 1051.391 322.312 1051.391 c 323.051 1051.391 394 | 323.695 1051.195 324.25 1050.812 c 324.383 1050.719 324.477 1050.672 324.531 395 | 1050.672 c 324.625 1050.672 324.68 1050.805 324.703 1051.078 c 325 1051.078 396 | l 325 1049.109 l 324.703 1049.109 l 324.617 1049.566 324.426 1049.957 324.125 397 | 1050.281 c 323.676 1050.781 323.094 1051.031 322.375 1051.031 c 321.406 398 | 1051.031 320.68 1050.613 320.203 1049.781 c 319.867 1049.176 319.703 1048.461 399 | 319.703 1047.641 c 319.703 1046.648 319.957 1045.844 320.469 1045.219 c 400 | 320.977 1044.582 321.629 1044.266 322.422 1044.266 c 323.16 1044.266 323.719 401 | 1044.492 324.094 1044.953 c 324.258 1045.148 324.344 1045.398 324.344 1045.703 402 | c 324.344 1046.297 l 324.344 1046.641 324.258 1046.852 324.094 1046.938 403 | c 323.977 1047 323.723 1047.047 323.328 1047.078 c 323.328 1047.359 l 325.953 404 | 1047.359 l h 405 | 334.098 1047.078 m 333.773 1047.047 333.555 1047.004 333.441 1046.953 c 406 | 333.242 1046.879 333.145 1046.66 333.145 1046.297 c 333.145 1044.125 l 407 | 332.926 1044.125 l 332.629 1044.703 l 332.074 1044.141 331.363 1043.859 408 | 330.488 1043.859 c 329.496 1043.859 328.691 1044.176 328.066 1044.812 c 409 | 327.379 1045.5 327.035 1046.422 327.035 1047.578 c 327.035 1048.766 327.398 410 | 1049.723 328.129 1050.453 c 328.762 1051.078 329.539 1051.391 330.457 1051.391 411 | c 331.195 1051.391 331.84 1051.195 332.395 1050.812 c 332.527 1050.719 412 | 332.621 1050.672 332.676 1050.672 c 332.77 1050.672 332.824 1050.805 332.848 413 | 1051.078 c 333.145 1051.078 l 333.145 1049.109 l 332.848 1049.109 l 332.762 414 | 1049.566 332.57 1049.957 332.27 1050.281 c 331.82 1050.781 331.238 1051.031 415 | 330.52 1051.031 c 329.551 1051.031 328.824 1050.613 328.348 1049.781 c 416 | 328.012 1049.176 327.848 1048.461 327.848 1047.641 c 327.848 1046.648 328.102 417 | 1045.844 328.613 1045.219 c 329.121 1044.582 329.773 1044.266 330.566 1044.266 418 | c 331.305 1044.266 331.863 1044.492 332.238 1044.953 c 332.402 1045.148 419 | 332.488 1045.398 332.488 1045.703 c 332.488 1046.297 l 332.488 1046.641 420 | 332.402 1046.852 332.238 1046.938 c 332.121 1047 331.867 1047.047 331.473 421 | 1047.078 c 331.473 1047.359 l 334.098 1047.359 l h 422 | 342.305 1044.094 m 339.555 1044.094 l 339.555 1044.375 l 339.918 1044.395 423 | 340.156 1044.438 340.273 1044.5 c 340.469 1044.594 340.57 1044.812 340.57 424 | 1045.156 c 340.57 1047.547 l 336.805 1047.547 l 336.805 1045.156 l 336.805 425 | 1044.82 336.887 1044.609 337.055 1044.516 c 337.188 1044.441 337.445 1044.395 426 | 337.82 1044.375 c 337.82 1044.094 l 335.086 1044.094 l 335.086 1044.375 427 | l 335.43 1044.395 335.668 1044.438 335.805 1044.5 c 336.012 1044.594 336.117 428 | 1044.812 336.117 1045.156 c 336.117 1050.062 l 336.117 1050.406 336.027 429 | 1050.625 335.852 1050.719 c 335.715 1050.789 335.461 1050.844 335.086 1050.875 430 | c 335.086 1051.156 l 337.82 1051.156 l 337.82 1050.875 l 337.484 1050.852 431 | 337.246 1050.805 337.102 1050.734 c 336.902 1050.66 336.805 1050.438 336.805 432 | 1050.062 c 336.805 1047.953 l 340.57 1047.953 l 340.57 1050.062 l 340.57 433 | 1050.395 340.465 1050.609 340.258 1050.703 c 340.109 1050.785 339.859 1050.844 434 | 339.508 1050.875 c 339.508 1051.156 l 342.305 1051.156 l 342.305 1050.875 435 | l 341.906 1050.844 341.641 1050.785 341.508 1050.703 c 341.34 1050.617 436 | 341.258 1050.406 341.258 1050.062 c 341.258 1045.156 l 341.258 1044.832 437 | 341.344 1044.617 341.523 1044.516 c 341.668 1044.441 341.93 1044.395 342.305 438 | 1044.375 c h 439 | 349.348 1049.172 m 349.035 1049.172 l 349.012 1049.648 348.918 1050.023 440 | 348.754 1050.297 c 348.535 1050.648 347.965 1050.828 347.051 1050.828 c 441 | 346.176 1050.828 l 345.895 1050.828 345.68 1050.789 345.535 1050.719 c 442 | 345.379 1050.625 345.301 1050.41 345.301 1050.078 c 345.301 1047.906 l 346.363 443 | 1047.906 l 346.777 1047.906 347.051 1048 347.176 1048.188 c 347.309 1048.375 444 | 347.395 1048.625 347.426 1048.938 c 347.707 1048.938 l 347.707 1046.516 445 | l 347.426 1046.516 l 347.395 1046.836 347.324 1047.078 347.223 1047.234 446 | c 347.074 1047.453 346.789 1047.562 346.363 1047.562 c 345.301 1047.562 447 | l 345.301 1045.156 l 345.301 1044.832 345.398 1044.617 345.598 1044.516 448 | c 345.73 1044.441 345.996 1044.395 346.395 1044.375 c 346.395 1044.094 449 | l 343.598 1044.094 l 343.598 1044.375 l 343.949 1044.395 344.191 1044.438 450 | 344.316 1044.5 c 344.523 1044.594 344.629 1044.812 344.629 1045.156 c 344.629 451 | 1050.062 l 344.629 1050.383 344.559 1050.594 344.426 1050.688 c 344.301 452 | 1050.781 344.023 1050.844 343.598 1050.875 c 343.598 1051.156 l 349.223 453 | 1051.156 l h 454 | 357.477 1044.094 m 354.727 1044.094 l 354.727 1044.375 l 355.09 1044.395 455 | 355.328 1044.438 355.445 1044.5 c 355.641 1044.594 355.742 1044.812 355.742 456 | 1045.156 c 355.742 1047.547 l 351.977 1047.547 l 351.977 1045.156 l 351.977 457 | 1044.82 352.059 1044.609 352.227 1044.516 c 352.359 1044.441 352.617 1044.395 458 | 352.992 1044.375 c 352.992 1044.094 l 350.258 1044.094 l 350.258 1044.375 459 | l 350.602 1044.395 350.84 1044.438 350.977 1044.5 c 351.184 1044.594 351.289 460 | 1044.812 351.289 1045.156 c 351.289 1050.062 l 351.289 1050.406 351.199 461 | 1050.625 351.023 1050.719 c 350.887 1050.789 350.633 1050.844 350.258 1050.875 462 | c 350.258 1051.156 l 352.992 1051.156 l 352.992 1050.875 l 352.656 1050.852 463 | 352.418 1050.805 352.273 1050.734 c 352.074 1050.66 351.977 1050.438 351.977 464 | 1050.062 c 351.977 1047.953 l 355.742 1047.953 l 355.742 1050.062 l 355.742 465 | 1050.395 355.637 1050.609 355.43 1050.703 c 355.281 1050.785 355.031 1050.844 466 | 354.68 1050.875 c 354.68 1051.156 l 357.477 1051.156 l 357.477 1050.875 467 | l 357.078 1050.844 356.812 1050.785 356.68 1050.703 c 356.512 1050.617 468 | 356.43 1050.406 356.43 1050.062 c 356.43 1045.156 l 356.43 1044.832 356.516 469 | 1044.617 356.695 1044.516 c 356.84 1044.441 357.102 1044.395 357.477 1044.375 470 | c h 471 | 363.988 1046.891 m 359.004 1044.703 l 358.832 1045.141 l 363.348 1047.078 472 | l 358.832 1048.969 l 359.004 1049.406 l 363.988 1047.234 l h 473 | f 474 | 1 g 475 | 252.398 1010 134.402 -45.602 re f 476 | 0 g 477 | q 1 0 0 -1 0 1224 cm 478 | 252.398 214 134.402 45.602 re S Q 479 | 284.98 987.016 m 287.293 987.016 l 288.09 987.016 288.434 986.625 288.434 480 | 985.766 c 288.434 985.141 l 288.434 984.703 288.512 984.281 288.637 984 481 | c 289.715 984 l 289.715 984.219 l 289.371 984.453 289.309 984.703 289.293 482 | 985.625 c 289.277 986.781 289.105 987.125 288.34 987.453 c 289.121 987.844 483 | 289.449 988.328 289.449 989.125 c 289.449 990.328 288.684 991 287.309 991 484 | c 284.09 991 l 284.09 984 l 284.98 984 l h 485 | 284.98 987.797 m 284.98 990.203 l 287.137 990.203 l 287.637 990.203 287.934 486 | 990.125 288.152 989.938 c 288.387 989.734 288.512 989.422 288.512 989 c 487 | 288.512 988.172 288.09 987.797 287.137 987.797 c h 488 | 292.746 989.172 m 291.34 989.172 290.48 988.156 290.48 986.469 c 290.48 489 | 984.781 291.324 983.781 292.762 983.781 c 294.168 983.781 295.027 984.781 490 | 295.027 986.438 c 295.027 988.172 294.199 989.172 292.746 989.172 c h 491 | 292.762 988.438 m 293.652 988.438 294.199 987.688 294.199 986.453 c 294.199 492 | 985.266 293.637 984.516 292.762 984.516 c 291.871 984.516 291.324 985.25 493 | 291.324 986.469 c 291.324 987.688 291.871 988.438 292.762 988.438 c h 494 | 300.105 984 m 300.105 989.031 l 299.309 989.031 l 299.309 986.172 l 299.309 495 | 985.156 298.777 984.484 297.934 984.484 c 297.309 984.484 296.902 984.859 496 | 296.902 985.469 c 296.902 989.031 l 296.105 989.031 l 296.105 985.156 l 497 | 296.105 984.312 296.73 983.781 297.699 983.781 c 298.449 983.781 298.918 498 | 984.031 299.387 984.703 c 299.387 984 l h 499 | 303.262 989.031 m 302.434 989.031 l 302.434 990.406 l 301.637 990.406 l 500 | 301.637 989.031 l 300.965 989.031 l 300.965 988.375 l 301.637 988.375 l 501 | 301.637 984.578 l 301.637 984.062 301.98 983.781 302.605 983.781 c 302.793 502 | 983.781 302.996 983.797 303.262 983.844 c 303.262 984.516 l 303.152 984.484 503 | 303.027 984.484 302.871 984.484 c 302.527 984.484 302.434 984.578 302.434 504 | 984.938 c 302.434 988.375 l 303.262 988.375 l h 505 | 304.926 989.031 m 304.129 989.031 l 304.129 984 l 304.926 984 l h 506 | 304.926 991 m 304.129 991 l 304.129 989.984 l 304.926 989.984 l h 507 | 306.297 989.031 m 306.297 984 l 307.109 984 l 307.109 986.766 l 307.109 508 | 987.797 307.641 988.469 308.469 988.469 c 309.094 988.469 309.5 988.094 509 | 309.5 987.484 c 309.5 984 l 310.297 984 l 310.297 987.797 l 310.297 988.641 510 | 309.672 989.172 308.703 989.172 c 307.953 989.172 307.484 988.891 307.031 511 | 988.188 c 307.031 989.031 l h 512 | 314.922 989.031 m 314.922 988.297 l 314.516 988.891 314.031 989.172 313.391 513 | 989.172 c 312.109 989.172 311.25 988.062 311.25 986.422 c 311.25 985.609 514 | 311.469 984.938 311.875 984.453 c 312.25 984.031 312.797 983.781 313.312 515 | 983.781 c 313.953 983.781 314.391 984.047 314.844 984.688 c 314.844 984.422 516 | l 314.844 983.734 314.766 983.328 314.562 983.047 c 314.344 982.75 313.938 517 | 982.578 313.438 982.578 c 313.078 982.578 312.75 982.672 312.531 982.844 518 | c 312.344 983 312.281 983.125 312.219 983.422 c 311.406 983.422 l 311.5 519 | 982.469 312.234 981.906 313.422 981.906 c 314.156 981.906 314.812 982.141 520 | 315.125 982.547 c 315.516 983.016 315.656 983.641 315.656 984.828 c 315.656 521 | 989.031 l h 522 | 313.469 988.438 m 314.344 988.438 314.844 987.703 314.844 986.453 c 314.844 523 | 985.25 314.328 984.516 313.484 984.516 c 312.609 984.516 312.078 985.25 524 | 312.078 986.469 c 312.078 987.688 312.625 988.438 313.469 988.438 c h 525 | 319.648 989.031 m 319.648 984 l 320.461 984 l 320.461 986.766 l 320.461 526 | 987.797 320.992 988.469 321.82 988.469 c 322.445 988.469 322.852 988.094 527 | 322.852 987.484 c 322.852 984 l 323.648 984 l 323.648 987.797 l 323.648 528 | 988.641 323.023 989.172 322.055 989.172 c 321.305 989.172 320.836 988.891 529 | 320.383 988.188 c 320.383 989.031 l h 530 | 329.242 986.25 m 329.242 987.016 329.18 987.469 329.039 987.844 c 328.711 531 | 988.672 327.945 989.172 327.008 989.172 c 325.602 989.172 324.711 988.094 532 | 324.711 986.453 c 324.711 984.797 325.57 983.781 326.992 983.781 c 328.133 533 | 983.781 328.93 984.438 329.133 985.531 c 328.336 985.531 l 328.117 984.859 534 | 327.664 984.516 327.023 984.516 c 326.508 984.516 326.07 984.75 325.805 535 | 985.172 c 325.617 985.453 325.555 985.75 325.539 986.25 c h 536 | 325.555 986.891 m 325.633 987.828 326.195 988.438 326.992 988.438 c 327.789 537 | 988.438 328.383 987.781 328.383 986.953 c 328.383 986.938 328.383 986.922 538 | 328.383 986.891 c h 539 | 332.102 989.031 m 331.273 989.031 l 331.273 990.406 l 330.477 990.406 l 540 | 330.477 989.031 l 329.805 989.031 l 329.805 988.375 l 330.477 988.375 l 541 | 330.477 984.578 l 330.477 984.062 330.82 983.781 331.445 983.781 c 331.633 542 | 983.781 331.836 983.797 332.102 983.844 c 332.102 984.516 l 331.992 984.484 543 | 331.867 984.484 331.711 984.484 c 331.367 984.484 331.273 984.578 331.273 544 | 984.938 c 331.273 988.375 l 332.102 988.375 l h 545 | 337.637 984 m 339.121 989.031 l 338.215 989.031 l 337.215 985.109 l 336.23 546 | 989.031 l 335.246 989.031 l 334.293 985.109 l 333.262 989.031 l 332.387 547 | 989.031 l 333.84 984 l 334.746 984 l 335.715 987.938 l 336.73 984 l h 548 | 341.871 989.172 m 340.465 989.172 339.605 988.156 339.605 986.469 c 339.605 549 | 984.781 340.449 983.781 341.887 983.781 c 343.293 983.781 344.152 984.781 550 | 344.152 986.438 c 344.152 988.172 343.324 989.172 341.871 989.172 c h 551 | 341.887 988.438 m 342.777 988.438 343.324 987.688 343.324 986.453 c 343.324 552 | 985.266 342.762 984.516 341.887 984.516 c 340.996 984.516 340.449 985.25 553 | 340.449 986.469 c 340.449 987.688 340.996 988.438 341.887 988.438 c h 554 | 345.262 989.031 m 345.262 984 l 346.074 984 l 346.074 986.609 l 346.074 555 | 987.328 346.262 987.797 346.637 988.078 c 346.887 988.266 347.121 988.312 556 | 347.684 988.328 c 347.684 989.141 l 347.543 989.156 347.48 989.172 347.371 557 | 989.172 c 346.855 989.172 346.465 988.859 346.012 988.109 c 346.012 989.031 558 | l h 559 | 349.172 991 m 348.375 991 l 348.375 984 l 349.172 984 l 349.172 985.953 560 | l 349.938 986.719 l 351.641 984 l 352.625 984 l 350.578 987.297 l 352.328 561 | 989.031 l 351.297 989.031 l 349.172 986.891 l h 562 | f 563 | q 1 0 0 -1 0 1224 cm 564 | 319.199 182.398 m 319.199 213.602 l 322.398 210.398 m 319.199 213.602 l 565 | 316 210.398 l S Q 566 | q 1 0 0 -0.987479 0 1224 cm 567 | 511.602 180.352 m 512 188.351 l 414.398 271.549 l 414.398 271.56 l 414 568 | 279.551 l 417.602 276.351 m 414 279.551 l 410.398 276.351 l S Q 569 | 0 j 570 | q 1 0 0 -1 0 1224 cm 571 | 386.801 235.602 m 453.199 235.602 l S Q 572 | 1 g 573 | 252.398 947.602 58.402 -43.203 re f 574 | 0 g 575 | 1 j 576 | q 1 0 0 -1 0 1224 cm 577 | 252.398 276.398 58.402 43.203 re S Q 578 | 273.543 934.43 m 273.277 935.961 272.387 936.711 270.855 936.711 c 269.918 579 | 936.711 269.152 936.414 268.637 935.836 c 268.012 935.148 267.652 934.148 580 | 267.652 933.023 c 267.652 931.867 268.012 930.883 268.684 930.195 c 269.215 581 | 929.633 269.902 929.383 270.809 929.383 c 272.527 929.383 273.48 930.305 582 | 273.699 932.148 c 272.777 932.148 l 272.699 931.68 272.605 931.352 272.449 583 | 931.07 c 272.168 930.492 271.574 930.164 270.824 930.164 c 269.434 930.164 584 | 268.559 931.273 268.559 933.023 c 268.559 934.82 269.402 935.93 270.746 585 | 935.93 c 271.309 935.93 271.84 935.758 272.137 935.477 c 272.387 935.242 586 | 272.527 934.945 272.637 934.43 c h 587 | 278.684 931.695 m 279.402 929.602 l 280.402 929.602 l 277.949 936.602 l 588 | 276.793 936.602 l 274.293 929.602 l 275.246 929.602 l 275.996 931.695 l 589 | h 590 | 278.434 932.445 m 276.215 932.445 l 277.355 935.633 l h 591 | 286.754 936.602 m 285.91 936.602 l 285.91 930.883 l 282.254 936.602 l 281.285 592 | 936.602 l 281.285 929.602 l 282.129 929.602 l 282.129 935.273 l 285.738 593 | 929.602 l 286.754 929.602 l h 594 | 293.691 936.602 m 292.848 936.602 l 292.848 930.883 l 289.191 936.602 l 595 | 288.223 936.602 l 288.223 929.602 l 289.066 929.602 l 289.066 935.273 l 596 | 292.676 929.602 l 293.691 929.602 l h 597 | f 598 | 265.145 921.629 m 264.879 923.16 263.988 923.91 262.457 923.91 c 261.52 599 | 923.91 260.754 923.613 260.238 923.035 c 259.613 922.348 259.254 921.348 600 | 259.254 920.223 c 259.254 919.066 259.613 918.082 260.285 917.395 c 260.816 601 | 916.832 261.504 916.582 262.41 916.582 c 264.129 916.582 265.082 917.504 602 | 265.301 919.348 c 264.379 919.348 l 264.301 918.879 264.207 918.551 264.051 603 | 918.27 c 263.77 917.691 263.176 917.363 262.426 917.363 c 261.035 917.363 604 | 260.16 918.473 260.16 920.223 c 260.16 922.02 261.004 923.129 262.348 923.129 605 | c 262.91 923.129 263.441 922.957 263.738 922.676 c 263.988 922.441 264.129 606 | 922.145 264.238 921.629 c h 607 | 267.191 923.801 m 266.395 923.801 l 266.395 916.801 l 267.191 916.801 l 608 | h 609 | 272.5 916.801 m 272.5 921.832 l 271.703 921.832 l 271.703 918.973 l 271.703 610 | 917.957 271.172 917.285 270.328 917.285 c 269.703 917.285 269.297 917.66 611 | 269.297 918.27 c 269.297 921.832 l 268.5 921.832 l 268.5 917.957 l 268.5 612 | 917.113 269.125 916.582 270.094 916.582 c 270.844 916.582 271.312 916.832 613 | 271.781 917.504 c 271.781 916.801 l h 614 | 277.422 920.426 m 277.406 921.41 276.766 921.973 275.594 921.973 c 274.422 615 | 921.973 273.672 921.363 273.672 920.441 c 273.672 919.645 274.078 919.27 616 | 275.266 918.988 c 276.016 918.801 l 276.562 918.676 276.781 918.473 276.781 617 | 918.113 c 276.781 917.629 276.312 917.316 275.609 917.316 c 275.188 917.316 618 | 274.828 917.441 274.625 917.66 c 274.5 917.801 274.438 917.941 274.391 619 | 918.301 c 273.547 918.301 l 273.578 917.129 274.234 916.582 275.547 916.582 620 | c 276.812 916.582 277.625 917.207 277.625 918.176 c 277.625 918.926 277.203 621 | 919.332 276.203 919.566 c 275.438 919.754 l 274.781 919.91 274.5 920.113 622 | 274.5 920.473 c 274.5 920.941 274.922 921.238 275.562 921.238 c 276.219 623 | 921.238 276.562 920.957 276.578 920.426 c h 624 | 280.457 921.832 m 279.629 921.832 l 279.629 923.207 l 278.832 923.207 l 625 | 278.832 921.832 l 278.16 921.832 l 278.16 921.176 l 278.832 921.176 l 278.832 626 | 917.379 l 278.832 916.863 279.176 916.582 279.801 916.582 c 279.988 916.582 627 | 280.191 916.598 280.457 916.645 c 280.457 917.316 l 280.348 917.285 280.223 628 | 917.285 280.066 917.285 c 279.723 917.285 279.629 917.379 279.629 917.738 629 | c 279.629 921.176 l 280.457 921.176 l h 630 | 285.602 919.051 m 285.602 919.816 285.539 920.27 285.398 920.645 c 285.07 631 | 921.473 284.305 921.973 283.367 921.973 c 281.961 921.973 281.07 920.895 632 | 281.07 919.254 c 281.07 917.598 281.93 916.582 283.352 916.582 c 284.492 633 | 916.582 285.289 917.238 285.492 918.332 c 284.695 918.332 l 284.477 917.66 634 | 284.023 917.316 283.383 917.316 c 282.867 917.316 282.43 917.551 282.164 635 | 917.973 c 281.977 918.254 281.914 918.551 281.898 919.051 c h 636 | 281.914 919.691 m 281.992 920.629 282.555 921.238 283.352 921.238 c 284.148 637 | 921.238 284.742 920.582 284.742 919.754 c 284.742 919.738 284.742 919.723 638 | 284.742 919.691 c h 639 | 286.68 921.832 m 286.68 916.801 l 287.492 916.801 l 287.492 919.41 l 287.492 640 | 920.129 287.68 920.598 288.055 920.879 c 288.305 921.066 288.539 921.113 641 | 289.102 921.129 c 289.102 921.941 l 288.961 921.957 288.898 921.973 288.789 642 | 921.973 c 288.273 921.973 287.883 921.66 287.43 920.91 c 287.43 921.832 643 | l h 644 | 296.551 923.488 m 295.816 923.488 l 295.473 921.613 l 294.27 921.613 l 645 | 294.613 923.488 l 293.895 923.488 l 293.551 921.613 l 292.379 921.613 l 646 | 292.379 920.957 l 293.426 920.957 l 293.129 919.285 l 292.035 919.285 l 647 | 292.035 918.629 l 293.004 918.629 l 292.629 916.613 l 293.363 916.613 l 648 | 293.738 918.629 l 294.926 918.629 l 294.566 916.613 l 295.285 916.613 l 649 | 295.66 918.629 l 296.785 918.629 l 296.785 919.285 l 295.785 919.285 l 296.082 650 | 920.957 l 297.098 920.957 l 297.098 921.613 l 296.207 921.613 l h 651 | 295.348 920.957 m 295.051 919.285 l 293.848 919.285 l 294.16 920.957 l 652 | h 653 | 299.723 921.645 m 299.723 916.801 l 300.566 916.801 l 300.566 923.598 l 654 | 300.004 923.598 l 299.707 922.551 299.52 922.41 298.223 922.254 c 298.223 655 | 921.645 l h 656 | f 657 | 1 g 658 | 318.801 947.602 58.398 -43.203 re f 659 | 0 g 660 | q 1 0 0 -1 0 1224 cm 661 | 318.801 276.398 58.398 43.203 re S Q 662 | 339.945 934.43 m 339.68 935.961 338.789 936.711 337.258 936.711 c 336.32 663 | 936.711 335.555 936.414 335.039 935.836 c 334.414 935.148 334.055 934.148 664 | 334.055 933.023 c 334.055 931.867 334.414 930.883 335.086 930.195 c 335.617 665 | 929.633 336.305 929.383 337.211 929.383 c 338.93 929.383 339.883 930.305 666 | 340.102 932.148 c 339.18 932.148 l 339.102 931.68 339.008 931.352 338.852 667 | 931.07 c 338.57 930.492 337.977 930.164 337.227 930.164 c 335.836 930.164 668 | 334.961 931.273 334.961 933.023 c 334.961 934.82 335.805 935.93 337.148 669 | 935.93 c 337.711 935.93 338.242 935.758 338.539 935.477 c 338.789 935.242 670 | 338.93 934.945 339.039 934.43 c h 671 | 345.086 931.695 m 345.805 929.602 l 346.805 929.602 l 344.352 936.602 l 672 | 343.195 936.602 l 340.695 929.602 l 341.648 929.602 l 342.398 931.695 l 673 | h 674 | 344.836 932.445 m 342.617 932.445 l 343.758 935.633 l h 675 | 353.152 936.602 m 352.309 936.602 l 352.309 930.883 l 348.652 936.602 l 676 | 347.684 936.602 l 347.684 929.602 l 348.527 929.602 l 348.527 935.273 l 677 | 352.137 929.602 l 353.152 929.602 l h 678 | 360.09 936.602 m 359.246 936.602 l 359.246 930.883 l 355.59 936.602 l 354.621 679 | 936.602 l 354.621 929.602 l 355.465 929.602 l 355.465 935.273 l 359.074 680 | 929.602 l 360.09 929.602 l h 681 | f 682 | 331.543 921.629 m 331.277 923.16 330.387 923.91 328.855 923.91 c 327.918 683 | 923.91 327.152 923.613 326.637 923.035 c 326.012 922.348 325.652 921.348 684 | 325.652 920.223 c 325.652 919.066 326.012 918.082 326.684 917.395 c 327.215 685 | 916.832 327.902 916.582 328.809 916.582 c 330.527 916.582 331.48 917.504 686 | 331.699 919.348 c 330.777 919.348 l 330.699 918.879 330.605 918.551 330.449 687 | 918.27 c 330.168 917.691 329.574 917.363 328.824 917.363 c 327.434 917.363 688 | 326.559 918.473 326.559 920.223 c 326.559 922.02 327.402 923.129 328.746 689 | 923.129 c 329.309 923.129 329.84 922.957 330.137 922.676 c 330.387 922.441 690 | 330.527 922.145 330.637 921.629 c h 691 | 333.59 923.801 m 332.793 923.801 l 332.793 916.801 l 333.59 916.801 l h 692 | 338.898 916.801 m 338.898 921.832 l 338.102 921.832 l 338.102 918.973 l 693 | 338.102 917.957 337.57 917.285 336.727 917.285 c 336.102 917.285 335.695 694 | 917.66 335.695 918.27 c 335.695 921.832 l 334.898 921.832 l 334.898 917.957 695 | l 334.898 917.113 335.523 916.582 336.492 916.582 c 337.242 916.582 337.711 696 | 916.832 338.18 917.504 c 338.18 916.801 l h 697 | 343.82 920.426 m 343.805 921.41 343.164 921.973 341.992 921.973 c 340.82 698 | 921.973 340.07 921.363 340.07 920.441 c 340.07 919.645 340.477 919.27 341.664 699 | 918.988 c 342.414 918.801 l 342.961 918.676 343.18 918.473 343.18 918.113 700 | c 343.18 917.629 342.711 917.316 342.008 917.316 c 341.586 917.316 341.227 701 | 917.441 341.023 917.66 c 340.898 917.801 340.836 917.941 340.789 918.301 702 | c 339.945 918.301 l 339.977 917.129 340.633 916.582 341.945 916.582 c 343.211 703 | 916.582 344.023 917.207 344.023 918.176 c 344.023 918.926 343.602 919.332 704 | 342.602 919.566 c 341.836 919.754 l 341.18 919.91 340.898 920.113 340.898 705 | 920.473 c 340.898 920.941 341.32 921.238 341.961 921.238 c 342.617 921.238 706 | 342.961 920.957 342.977 920.426 c h 707 | 346.855 921.832 m 346.027 921.832 l 346.027 923.207 l 345.23 923.207 l 708 | 345.23 921.832 l 344.559 921.832 l 344.559 921.176 l 345.23 921.176 l 345.23 709 | 917.379 l 345.23 916.863 345.574 916.582 346.199 916.582 c 346.387 916.582 710 | 346.59 916.598 346.855 916.645 c 346.855 917.316 l 346.746 917.285 346.621 711 | 917.285 346.465 917.285 c 346.121 917.285 346.027 917.379 346.027 917.738 712 | c 346.027 921.176 l 346.855 921.176 l h 713 | 352.004 919.051 m 352.004 919.816 351.941 920.27 351.801 920.645 c 351.473 714 | 921.473 350.707 921.973 349.77 921.973 c 348.363 921.973 347.473 920.895 715 | 347.473 919.254 c 347.473 917.598 348.332 916.582 349.754 916.582 c 350.895 716 | 916.582 351.691 917.238 351.895 918.332 c 351.098 918.332 l 350.879 917.66 717 | 350.426 917.316 349.785 917.316 c 349.27 917.316 348.832 917.551 348.566 718 | 917.973 c 348.379 918.254 348.316 918.551 348.301 919.051 c h 719 | 348.316 919.691 m 348.395 920.629 348.957 921.238 349.754 921.238 c 350.551 720 | 921.238 351.145 920.582 351.145 919.754 c 351.145 919.738 351.145 919.723 721 | 351.145 919.691 c h 722 | 353.082 921.832 m 353.082 916.801 l 353.895 916.801 l 353.895 919.41 l 723 | 353.895 920.129 354.082 920.598 354.457 920.879 c 354.707 921.066 354.941 724 | 921.113 355.504 921.129 c 355.504 921.941 l 355.363 921.957 355.301 921.973 725 | 355.191 921.973 c 354.676 921.973 354.285 921.66 353.832 920.91 c 353.832 726 | 921.832 l h 727 | 362.949 923.488 m 362.215 923.488 l 361.871 921.613 l 360.668 921.613 l 728 | 361.012 923.488 l 360.293 923.488 l 359.949 921.613 l 358.777 921.613 l 729 | 358.777 920.957 l 359.824 920.957 l 359.527 919.285 l 358.434 919.285 l 730 | 358.434 918.629 l 359.402 918.629 l 359.027 916.613 l 359.762 916.613 l 731 | 360.137 918.629 l 361.324 918.629 l 360.965 916.613 l 361.684 916.613 l 732 | 362.059 918.629 l 363.184 918.629 l 363.184 919.285 l 362.184 919.285 l 733 | 362.48 920.957 l 363.496 920.957 l 363.496 921.613 l 362.605 921.613 l 734 | h 735 | 361.746 920.957 m 361.449 919.285 l 360.246 919.285 l 360.559 920.957 l 736 | h 737 | 368.496 917.629 m 364.918 917.629 l 364.996 918.191 365.309 918.551 366.137 738 | 919.035 c 367.105 919.551 l 368.043 920.066 368.543 920.77 368.543 921.613 739 | c 368.543 922.176 368.309 922.707 367.902 923.066 c 367.496 923.426 367.012 740 | 923.598 366.355 923.598 c 365.496 923.598 364.855 923.301 364.48 922.723 741 | c 364.246 922.363 364.137 921.926 364.121 921.238 c 364.965 921.238 l 364.996 742 | 921.707 365.043 921.988 365.168 922.207 c 365.387 922.613 365.824 922.863 743 | 366.34 922.863 c 367.105 922.863 367.668 922.316 367.668 921.582 c 367.668 744 | 921.051 367.355 920.598 366.762 920.238 c 365.871 919.738 l 364.449 918.941 745 | 364.043 918.301 363.965 916.801 c 368.496 916.801 l h 746 | f 747 | 1 g 748 | 385.199 947.602 58.402 -43.203 re f 749 | 0 g 750 | q 1 0 0 -1 0 1224 cm 751 | 385.199 276.398 58.402 43.203 re S Q 752 | 406.344 934.43 m 406.078 935.961 405.188 936.711 403.656 936.711 c 402.719 753 | 936.711 401.953 936.414 401.438 935.836 c 400.812 935.148 400.453 934.148 754 | 400.453 933.023 c 400.453 931.867 400.812 930.883 401.484 930.195 c 402.016 755 | 929.633 402.703 929.383 403.609 929.383 c 405.328 929.383 406.281 930.305 756 | 406.5 932.148 c 405.578 932.148 l 405.5 931.68 405.406 931.352 405.25 931.07 757 | c 404.969 930.492 404.375 930.164 403.625 930.164 c 402.234 930.164 401.359 758 | 931.273 401.359 933.023 c 401.359 934.82 402.203 935.93 403.547 935.93 759 | c 404.109 935.93 404.641 935.758 404.938 935.477 c 405.188 935.242 405.328 760 | 934.945 405.438 934.43 c h 761 | 411.484 931.695 m 412.203 929.602 l 413.203 929.602 l 410.75 936.602 l 762 | 409.594 936.602 l 407.094 929.602 l 408.047 929.602 l 408.797 931.695 l 763 | h 764 | 411.234 932.445 m 409.016 932.445 l 410.156 935.633 l h 765 | 419.555 936.602 m 418.711 936.602 l 418.711 930.883 l 415.055 936.602 l 766 | 414.086 936.602 l 414.086 929.602 l 414.93 929.602 l 414.93 935.273 l 418.539 767 | 929.602 l 419.555 929.602 l h 768 | 426.492 936.602 m 425.648 936.602 l 425.648 930.883 l 421.992 936.602 l 769 | 421.023 936.602 l 421.023 929.602 l 421.867 929.602 l 421.867 935.273 l 770 | 425.477 929.602 l 426.492 929.602 l h 771 | f 772 | 397.945 921.629 m 397.68 923.16 396.789 923.91 395.258 923.91 c 394.32 773 | 923.91 393.555 923.613 393.039 923.035 c 392.414 922.348 392.055 921.348 774 | 392.055 920.223 c 392.055 919.066 392.414 918.082 393.086 917.395 c 393.617 775 | 916.832 394.305 916.582 395.211 916.582 c 396.93 916.582 397.883 917.504 776 | 398.102 919.348 c 397.18 919.348 l 397.102 918.879 397.008 918.551 396.852 777 | 918.27 c 396.57 917.691 395.977 917.363 395.227 917.363 c 393.836 917.363 778 | 392.961 918.473 392.961 920.223 c 392.961 922.02 393.805 923.129 395.148 779 | 923.129 c 395.711 923.129 396.242 922.957 396.539 922.676 c 396.789 922.441 780 | 396.93 922.145 397.039 921.629 c h 781 | 399.992 923.801 m 399.195 923.801 l 399.195 916.801 l 399.992 916.801 l 782 | h 783 | 405.301 916.801 m 405.301 921.832 l 404.504 921.832 l 404.504 918.973 l 784 | 404.504 917.957 403.973 917.285 403.129 917.285 c 402.504 917.285 402.098 785 | 917.66 402.098 918.27 c 402.098 921.832 l 401.301 921.832 l 401.301 917.957 786 | l 401.301 917.113 401.926 916.582 402.895 916.582 c 403.645 916.582 404.113 787 | 916.832 404.582 917.504 c 404.582 916.801 l h 788 | 410.223 920.426 m 410.207 921.41 409.566 921.973 408.395 921.973 c 407.223 789 | 921.973 406.473 921.363 406.473 920.441 c 406.473 919.645 406.879 919.27 790 | 408.066 918.988 c 408.816 918.801 l 409.363 918.676 409.582 918.473 409.582 791 | 918.113 c 409.582 917.629 409.113 917.316 408.41 917.316 c 407.988 917.316 792 | 407.629 917.441 407.426 917.66 c 407.301 917.801 407.238 917.941 407.191 793 | 918.301 c 406.348 918.301 l 406.379 917.129 407.035 916.582 408.348 916.582 794 | c 409.613 916.582 410.426 917.207 410.426 918.176 c 410.426 918.926 410.004 795 | 919.332 409.004 919.566 c 408.238 919.754 l 407.582 919.91 407.301 920.113 796 | 407.301 920.473 c 407.301 920.941 407.723 921.238 408.363 921.238 c 409.02 797 | 921.238 409.363 920.957 409.379 920.426 c h 798 | 413.258 921.832 m 412.43 921.832 l 412.43 923.207 l 411.633 923.207 l 411.633 799 | 921.832 l 410.961 921.832 l 410.961 921.176 l 411.633 921.176 l 411.633 800 | 917.379 l 411.633 916.863 411.977 916.582 412.602 916.582 c 412.789 916.582 801 | 412.992 916.598 413.258 916.645 c 413.258 917.316 l 413.148 917.285 413.023 802 | 917.285 412.867 917.285 c 412.523 917.285 412.43 917.379 412.43 917.738 803 | c 412.43 921.176 l 413.258 921.176 l h 804 | 418.402 919.051 m 418.402 919.816 418.34 920.27 418.199 920.645 c 417.871 805 | 921.473 417.105 921.973 416.168 921.973 c 414.762 921.973 413.871 920.895 806 | 413.871 919.254 c 413.871 917.598 414.73 916.582 416.152 916.582 c 417.293 807 | 916.582 418.09 917.238 418.293 918.332 c 417.496 918.332 l 417.277 917.66 808 | 416.824 917.316 416.184 917.316 c 415.668 917.316 415.23 917.551 414.965 809 | 917.973 c 414.777 918.254 414.715 918.551 414.699 919.051 c h 810 | 414.715 919.691 m 414.793 920.629 415.355 921.238 416.152 921.238 c 416.949 811 | 921.238 417.543 920.582 417.543 919.754 c 417.543 919.738 417.543 919.723 812 | 417.543 919.691 c h 813 | 419.48 921.832 m 419.48 916.801 l 420.293 916.801 l 420.293 919.41 l 420.293 814 | 920.129 420.48 920.598 420.855 920.879 c 421.105 921.066 421.34 921.113 815 | 421.902 921.129 c 421.902 921.941 l 421.762 921.957 421.699 921.973 421.59 816 | 921.973 c 421.074 921.973 420.684 921.66 420.23 920.91 c 420.23 921.832 817 | l h 818 | 429.352 923.488 m 428.617 923.488 l 428.273 921.613 l 427.07 921.613 l 819 | 427.414 923.488 l 426.695 923.488 l 426.352 921.613 l 425.18 921.613 l 425.18 820 | 920.957 l 426.227 920.957 l 425.93 919.285 l 424.836 919.285 l 424.836 821 | 918.629 l 425.805 918.629 l 425.43 916.613 l 426.164 916.613 l 426.539 918.629 822 | l 427.727 918.629 l 427.367 916.613 l 428.086 916.613 l 428.461 918.629 823 | l 429.586 918.629 l 429.586 919.285 l 428.586 919.285 l 428.883 920.957 824 | l 429.898 920.957 l 429.898 921.613 l 429.008 921.613 l h 825 | 428.148 920.957 m 427.852 919.285 l 426.648 919.285 l 426.961 920.957 l 826 | h 827 | 432.164 919.926 m 432.617 919.926 l 433.555 919.926 434.023 919.504 434.023 828 | 918.691 c 434.023 917.832 433.508 917.332 432.617 917.332 c 431.695 917.332 829 | 431.242 917.785 431.195 918.77 c 430.352 918.77 l 430.383 918.223 430.477 830 | 917.879 430.648 917.566 c 430.992 916.91 431.664 916.582 432.586 916.582 831 | c 433.992 916.582 434.898 917.41 434.898 918.707 c 434.898 919.566 434.555 832 | 920.051 433.742 920.316 c 434.383 920.566 434.695 921.051 434.695 921.738 833 | c 434.695 922.91 433.914 923.598 432.617 923.598 c 431.242 923.598 430.523 834 | 922.848 430.492 921.41 c 431.336 921.41 l 431.352 921.816 431.383 922.051 835 | 431.492 922.254 c 431.68 922.629 432.102 922.863 432.633 922.863 c 433.383 836 | 922.863 433.836 922.426 433.836 921.707 c 433.836 921.223 433.648 920.941 837 | 433.289 920.785 c 433.055 920.691 432.758 920.645 432.164 920.645 c h 838 | f 839 | 1 g 840 | 518 947.602 58.398 -43.203 re f 841 | 0 g 842 | q 1 0 0 -1 0 1224 cm 843 | 518 276.398 58.398 43.203 re S Q 844 | 539.145 934.43 m 538.879 935.961 537.988 936.711 536.457 936.711 c 535.52 845 | 936.711 534.754 936.414 534.238 935.836 c 533.613 935.148 533.254 934.148 846 | 533.254 933.023 c 533.254 931.867 533.613 930.883 534.285 930.195 c 534.816 847 | 929.633 535.504 929.383 536.41 929.383 c 538.129 929.383 539.082 930.305 848 | 539.301 932.148 c 538.379 932.148 l 538.301 931.68 538.207 931.352 538.051 849 | 931.07 c 537.77 930.492 537.176 930.164 536.426 930.164 c 535.035 930.164 850 | 534.16 931.273 534.16 933.023 c 534.16 934.82 535.004 935.93 536.348 935.93 851 | c 536.91 935.93 537.441 935.758 537.738 935.477 c 537.988 935.242 538.129 852 | 934.945 538.238 934.43 c h 853 | 544.285 931.695 m 545.004 929.602 l 546.004 929.602 l 543.551 936.602 l 854 | 542.395 936.602 l 539.895 929.602 l 540.848 929.602 l 541.598 931.695 l 855 | h 856 | 544.035 932.445 m 541.816 932.445 l 542.957 935.633 l h 857 | 552.352 936.602 m 551.508 936.602 l 551.508 930.883 l 547.852 936.602 l 858 | 546.883 936.602 l 546.883 929.602 l 547.727 929.602 l 547.727 935.273 l 859 | 551.336 929.602 l 552.352 929.602 l h 860 | 559.289 936.602 m 558.445 936.602 l 558.445 930.883 l 554.789 936.602 l 861 | 553.82 936.602 l 553.82 929.602 l 554.664 929.602 l 554.664 935.273 l 558.273 862 | 929.602 l 559.289 929.602 l h 863 | f 864 | 529.945 921.629 m 529.68 923.16 528.789 923.91 527.258 923.91 c 526.32 865 | 923.91 525.555 923.613 525.039 923.035 c 524.414 922.348 524.055 921.348 866 | 524.055 920.223 c 524.055 919.066 524.414 918.082 525.086 917.395 c 525.617 867 | 916.832 526.305 916.582 527.211 916.582 c 528.93 916.582 529.883 917.504 868 | 530.102 919.348 c 529.18 919.348 l 529.102 918.879 529.008 918.551 528.852 869 | 918.27 c 528.57 917.691 527.977 917.363 527.227 917.363 c 525.836 917.363 870 | 524.961 918.473 524.961 920.223 c 524.961 922.02 525.805 923.129 527.148 871 | 923.129 c 527.711 923.129 528.242 922.957 528.539 922.676 c 528.789 922.441 872 | 528.93 922.145 529.039 921.629 c h 873 | 531.992 923.801 m 531.195 923.801 l 531.195 916.801 l 531.992 916.801 l 874 | h 875 | 537.301 916.801 m 537.301 921.832 l 536.504 921.832 l 536.504 918.973 l 876 | 536.504 917.957 535.973 917.285 535.129 917.285 c 534.504 917.285 534.098 877 | 917.66 534.098 918.27 c 534.098 921.832 l 533.301 921.832 l 533.301 917.957 878 | l 533.301 917.113 533.926 916.582 534.895 916.582 c 535.645 916.582 536.113 879 | 916.832 536.582 917.504 c 536.582 916.801 l h 880 | 542.223 920.426 m 542.207 921.41 541.566 921.973 540.395 921.973 c 539.223 881 | 921.973 538.473 921.363 538.473 920.441 c 538.473 919.645 538.879 919.27 882 | 540.066 918.988 c 540.816 918.801 l 541.363 918.676 541.582 918.473 541.582 883 | 918.113 c 541.582 917.629 541.113 917.316 540.41 917.316 c 539.988 917.316 884 | 539.629 917.441 539.426 917.66 c 539.301 917.801 539.238 917.941 539.191 885 | 918.301 c 538.348 918.301 l 538.379 917.129 539.035 916.582 540.348 916.582 886 | c 541.613 916.582 542.426 917.207 542.426 918.176 c 542.426 918.926 542.004 887 | 919.332 541.004 919.566 c 540.238 919.754 l 539.582 919.91 539.301 920.113 888 | 539.301 920.473 c 539.301 920.941 539.723 921.238 540.363 921.238 c 541.02 889 | 921.238 541.363 920.957 541.379 920.426 c h 890 | 545.258 921.832 m 544.43 921.832 l 544.43 923.207 l 543.633 923.207 l 543.633 891 | 921.832 l 542.961 921.832 l 542.961 921.176 l 543.633 921.176 l 543.633 892 | 917.379 l 543.633 916.863 543.977 916.582 544.602 916.582 c 544.789 916.582 893 | 544.992 916.598 545.258 916.645 c 545.258 917.316 l 545.148 917.285 545.023 894 | 917.285 544.867 917.285 c 544.523 917.285 544.43 917.379 544.43 917.738 895 | c 544.43 921.176 l 545.258 921.176 l h 896 | 550.402 919.051 m 550.402 919.816 550.34 920.27 550.199 920.645 c 549.871 897 | 921.473 549.105 921.973 548.168 921.973 c 546.762 921.973 545.871 920.895 898 | 545.871 919.254 c 545.871 917.598 546.73 916.582 548.152 916.582 c 549.293 899 | 916.582 550.09 917.238 550.293 918.332 c 549.496 918.332 l 549.277 917.66 900 | 548.824 917.316 548.184 917.316 c 547.668 917.316 547.23 917.551 546.965 901 | 917.973 c 546.777 918.254 546.715 918.551 546.699 919.051 c h 902 | 546.715 919.691 m 546.793 920.629 547.355 921.238 548.152 921.238 c 548.949 903 | 921.238 549.543 920.582 549.543 919.754 c 549.543 919.738 549.543 919.723 904 | 549.543 919.691 c h 905 | 551.48 921.832 m 551.48 916.801 l 552.293 916.801 l 552.293 919.41 l 552.293 906 | 920.129 552.48 920.598 552.855 920.879 c 553.105 921.066 553.34 921.113 907 | 553.902 921.129 c 553.902 921.941 l 553.762 921.957 553.699 921.973 553.59 908 | 921.973 c 553.074 921.973 552.684 921.66 552.23 920.91 c 552.23 921.832 909 | l h 910 | 561.352 923.488 m 560.617 923.488 l 560.273 921.613 l 559.07 921.613 l 911 | 559.414 923.488 l 558.695 923.488 l 558.352 921.613 l 557.18 921.613 l 557.18 912 | 920.957 l 558.227 920.957 l 557.93 919.285 l 556.836 919.285 l 556.836 913 | 918.629 l 557.805 918.629 l 557.43 916.613 l 558.164 916.613 l 558.539 918.629 914 | l 559.727 918.629 l 559.367 916.613 l 560.086 916.613 l 560.461 918.629 915 | l 561.586 918.629 l 561.586 919.285 l 560.586 919.285 l 560.883 920.957 916 | l 561.898 920.957 l 561.898 921.613 l 561.008 921.613 l h 917 | 560.148 920.957 m 559.852 919.285 l 558.648 919.285 l 558.961 920.957 l 918 | h 919 | 562.711 921.832 m 562.711 916.801 l 563.523 916.801 l 563.523 919.566 l 920 | 563.523 920.598 564.055 921.27 564.883 921.27 c 565.508 921.27 565.914 921 | 920.895 565.914 920.285 c 565.914 916.801 l 566.711 916.801 l 566.711 920.598 922 | l 566.711 921.441 566.086 921.973 565.117 921.973 c 564.367 921.973 563.898 923 | 921.691 563.445 920.988 c 563.445 921.832 l h 924 | f 925 | 471.199 927.199 m 471.199 924.992 469.41 923.199 467.199 923.199 c 464.992 926 | 923.199 463.199 924.992 463.199 927.199 c 463.199 929.41 464.992 931.199 927 | 467.199 931.199 c 469.41 931.199 471.199 929.41 471.199 927.199 c h 928 | f 929 | 484.801 927.199 m 484.801 924.992 483.008 923.199 480.801 923.199 c 478.59 930 | 923.199 476.801 924.992 476.801 927.199 c 476.801 929.41 478.59 931.199 931 | 480.801 931.199 c 483.008 931.199 484.801 929.41 484.801 927.199 c h 932 | f 933 | 498.398 927.199 m 498.398 924.992 496.609 923.199 494.398 923.199 c 492.191 934 | 923.199 490.398 924.992 490.398 927.199 c 490.398 929.41 492.191 931.199 935 | 494.398 931.199 c 496.609 931.199 498.398 929.41 498.398 927.199 c h 936 | f 937 | 409.398 882.84 m 409.398 886.012 l 410.555 886.012 l 410.555 882.84 l 412.914 938 | 882.84 l 412.914 876.59 l 410.555 876.59 l 410.555 872.652 l 411.273 872.797 939 | 411.852 872.922 412.289 873.027 c 412.102 873.641 411.809 874.387 411.414 940 | 875.262 c 412.383 875.652 l 413.016 874.379 413.621 872.891 414.195 871.184 941 | c 413.023 870.59 l 412.875 871.176 412.734 871.668 412.602 872.074 c 412.57 942 | 872.062 412.527 872.059 412.477 872.059 c 410.727 871.535 408.824 871.074 943 | 406.773 870.668 c 406.383 871.918 l 407.84 872.145 408.844 872.316 409.398 944 | 872.434 c 409.398 876.59 l 408.102 876.59 l 408.102 875.48 l 407.055 875.48 945 | l 407.055 882.84 l h 946 | 408.102 881.762 m 408.102 877.684 l 409.445 877.684 l 409.445 881.762 l 947 | h 948 | 411.867 877.684 m 411.867 881.762 l 410.492 881.762 l 410.492 877.684 l 949 | h 950 | 418.836 883.105 m 422.57 883.105 l 422.57 878.996 l 421.383 878.996 l 421.383 951 | 881.949 l 414.961 881.949 l 414.961 878.996 l 413.773 878.996 l 413.773 952 | 883.105 l 417.633 883.105 l 417.633 886.059 l 418.836 886.059 l h 953 | 416.961 876.621 m 418.219 877.184 419.406 877.902 420.523 878.777 c 421.539 954 | 877.887 l 420.008 876.824 418.48 876.004 416.961 875.434 c 416.961 872.387 955 | l 416.961 872.031 417.023 871.809 417.148 871.715 c 417.336 871.609 417.875 956 | 871.559 418.773 871.559 c 420.086 871.559 420.836 871.73 421.023 872.074 957 | c 421.148 872.324 421.258 873.191 421.352 874.684 c 422.555 874.277 l 422.461 958 | 872.285 422.215 871.133 421.82 870.809 c 421.434 870.488 420.402 870.324 959 | 418.727 870.324 c 417.402 870.324 416.57 870.426 416.227 870.621 c 415.902 960 | 870.832 415.742 871.234 415.742 871.84 c 415.742 879.902 l 416.961 879.902 961 | l h 962 | f 963 | q 1 0 0 -1 0 1224 cm 964 | 414 319.199 m 414.219 328.801 l 414.398 336.801 l 417.602 333.602 m 414.398 965 | 336.801 l 411.199 333.602 l S Q 966 | 0.8 g 967 | 423.199 1111.199 m 423.199 1107.223 419.977 1104 416 1104 c 412.023 1104 968 | 408.801 1107.223 408.801 1111.199 c 408.801 1115.176 412.023 1118.398 416 969 | 1118.398 c 419.977 1118.398 423.199 1115.176 423.199 1111.199 c h 970 | f 971 | 0 g 972 | 0 j 973 | q 1 0 0 -1 0 1224 cm 974 | 423.199 112.801 m 423.199 116.777 419.977 120 416 120 c 412.023 120 408.801 975 | 116.777 408.801 112.801 c 408.801 108.824 412.023 105.602 416 105.602 c 976 | 419.977 105.602 423.199 108.824 423.199 112.801 c h 977 | S Q 978 | 0.8 g 979 | 452.801 1003.199 m 452.801 999.223 449.578 996 445.602 996 c 441.625 996 980 | 438.398 999.223 438.398 1003.199 c 438.398 1007.176 441.625 1010.398 445.602 981 | 1010.398 c 449.578 1010.398 452.801 1007.176 452.801 1003.199 c h 982 | f 983 | 0 g 984 | q 1 0 0 -1 0 1224 cm 985 | 452.801 220.801 m 452.801 224.777 449.578 228 445.602 228 c 441.625 228 986 | 438.398 224.777 438.398 220.801 c 438.398 216.824 441.625 213.602 445.602 987 | 213.602 c 449.578 213.602 452.801 216.824 452.801 220.801 c h 988 | S Q 989 | 0.8 g 990 | 405.602 895.199 m 405.602 891.223 402.375 888 398.398 888 c 394.422 888 991 | 391.199 891.223 391.199 895.199 c 391.199 899.176 394.422 902.398 398.398 992 | 902.398 c 402.375 902.398 405.602 899.176 405.602 895.199 c h 993 | f 994 | 0 g 995 | q 1 0 0 -1 0 1224 cm 996 | 405.602 328.801 m 405.602 332.777 402.375 336 398.398 336 c 394.422 336 997 | 391.199 332.777 391.199 328.801 c 391.199 324.824 394.422 321.602 398.398 998 | 321.602 c 402.375 321.602 405.602 324.824 405.602 328.801 c h 999 | S Q 1000 | 414.469 1108.996 m 416.094 1108.996 l 416.094 1114.559 l 414.328 1114.215 1001 | l 414.328 1115.105 l 416.078 1115.465 l 417.062 1115.465 l 417.062 1108.996 1002 | l 418.672 1108.996 l 418.672 1108.168 l 414.469 1108.168 l h 1003 | f 1004 | 444.195 1000.051 m 447.977 1000.051 l 447.977 999.145 l 442.898 999.145 1005 | l 442.898 1000.051 l 443.305 1000.477 443.859 1001.051 444.57 1001.77 c 1006 | 445.289 1002.488 445.734 1002.949 445.914 1003.16 c 446.258 1003.555 446.496 1007 | 1003.887 446.633 1004.16 c 446.777 1004.43 446.852 1004.695 446.852 1004.957 1008 | c 446.852 1005.383 446.699 1005.727 446.398 1005.988 c 446.105 1006.258 1009 | 445.715 1006.395 445.227 1006.395 c 444.891 1006.395 444.531 1006.332 444.148 1010 | 1006.207 c 443.773 1006.09 443.371 1005.914 442.945 1005.676 c 442.945 1011 | 1006.77 l 443.383 1006.945 443.789 1007.082 444.164 1007.176 c 444.547 1007.27 1012 | 444.898 1007.316 445.211 1007.316 c 446.043 1007.316 446.703 1007.105 447.195 1013 | 1006.691 c 447.695 1006.273 447.945 1005.715 447.945 1005.02 c 447.945 1014 | 1004.684 447.883 1004.371 447.758 1004.082 c 447.633 1003.789 447.406 1003.441 1015 | 447.086 1003.035 c 446.992 1002.93 446.703 1002.629 446.227 1002.129 c 1016 | 445.746 1001.637 445.07 1000.945 444.195 1000.051 c h 1017 | f 1018 | 399.316 895.84 m 399.836 895.723 400.242 895.488 400.535 895.137 c 400.824 1019 | 894.793 400.973 894.359 400.973 893.84 c 400.973 893.047 400.695 892.434 1020 | 400.145 891.996 c 399.602 891.566 398.832 891.355 397.832 891.355 c 397.488 1021 | 891.355 397.137 891.395 396.785 891.465 c 396.43 891.527 396.066 891.621 1022 | 395.691 891.746 c 395.691 892.809 l 395.992 892.629 396.32 892.496 396.676 1023 | 892.402 c 397.027 892.309 397.402 892.262 397.801 892.262 c 398.477 892.262 1024 | 398.992 892.395 399.348 892.668 c 399.699 892.938 399.879 893.328 399.879 1025 | 893.84 c 399.879 894.316 399.711 894.688 399.379 894.949 c 399.055 895.219 1026 | 398.598 895.355 398.004 895.355 c 397.066 895.355 l 397.066 896.246 l 398.051 1027 | 896.246 l 398.582 896.246 398.988 896.348 399.27 896.559 c 399.551 896.777 1028 | 399.691 897.082 399.691 897.48 c 399.691 897.895 399.543 898.215 399.254 1029 | 898.434 c 398.961 898.652 398.543 898.762 398.004 898.762 c 397.711 898.762 1030 | 397.395 898.73 397.051 898.668 c 396.707 898.605 396.332 898.504 395.926 1031 | 898.371 c 395.926 899.34 l 396.34 899.453 396.727 899.535 397.082 899.59 1032 | c 397.445 899.652 397.785 899.684 398.098 899.684 c 398.918 899.684 399.57 1033 | 899.496 400.051 899.121 c 400.539 898.746 400.785 898.234 400.785 897.59 1034 | c 400.785 897.152 400.652 896.777 400.395 896.465 c 400.145 896.16 399.785 1035 | 895.953 399.316 895.84 c h 1036 | f 1037 | Q Q 1038 | showpage 1039 | %%Trailer 1040 | end restore 1041 | %%EOF 1042 | --------------------------------------------------------------------------------