├── README.md └── Neighborhood Conditional Histogramm.ipynb /README.md: -------------------------------------------------------------------------------- 1 | # Neighborhood-Conditional-Histogramm-realisation 2 | The goal is to realize the algorithm given in work Liu, Chengwei, et al. "Adaptive contrast enhancement for infrared images based on the neighborhood conditional histogram." Remote Sensing 11.11 (2019): 1381. 3 | -------------------------------------------------------------------------------- /Neighborhood Conditional Histogramm.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "code", 5 | "execution_count": 1, 6 | "id": "8a5248fb", 7 | "metadata": {}, 8 | "outputs": [], 9 | "source": [ 10 | "import numpy as np\n", 11 | "import matplotlib.pyplot as plt\n", 12 | "from skimage import data\n", 13 | "from PIL import Image" 14 | ] 15 | }, 16 | { 17 | "cell_type": "code", 18 | "execution_count": 20, 19 | "id": "52e50599", 20 | "metadata": {}, 21 | "outputs": [], 22 | "source": [ 23 | "def Neighborhood_Conditional_Histogramm(image_hist, image,\n", 24 | " neighborhood_radius=2, threshold=10):\n", 25 | " \n", 26 | " neighborhood_hist = np.zeros(len(image_hist))\n", 27 | " image_hight = image.shape[0]\n", 28 | " image_widht = image.shape[1]\n", 29 | " \n", 30 | " for A in range(image_hight): \n", 31 | " for B in range(image_widht):\n", 32 | " gray_layer = image[A, B]\n", 33 | " for i in range(-neighborhood_radius, neighborhood_radius + 1, 1): \n", 34 | " for j in range(-neighborhood_radius, neighborhood_radius + 1, 1):\n", 35 | " if (0 <= A+i < image_hight) and (0 <= B+j < image_widht):\n", 36 | " neighborhood_hist[gray_layer] += abs(int(gray_layer) - int(image[A+i, B+j]))>=threshold\n", 37 | " \n", 38 | " neighborhood_hist *= 1.0 / ((2.0*neighborhood_radius + 1.0)*(2.0*neighborhood_radius + 1.0) - 1.0) \n", 39 | " \n", 40 | " return neighborhood_hist" 41 | ] 42 | }, 43 | { 44 | "cell_type": "code", 45 | "execution_count": 45, 46 | "id": "03be9843", 47 | "metadata": {}, 48 | "outputs": [], 49 | "source": [ 50 | "def Global_Conditional_Histogramm(neighborhood_hist, R, N):\n", 51 | " enhanced_hist = np.zeros(len(neighborhood_hist))\n", 52 | " enhanced_hist[0] = neighborhood_hist[0]\n", 53 | " \n", 54 | " for gray_layer in range(1, len(neighborhood_hist)):\n", 55 | " enhanced_hist[gray_layer] = enhanced_hist[gray_layer-1] + neighborhood_hist[gray_layer]\n", 56 | " \n", 57 | " enhanced_hist *= (R-1) / N\n", 58 | " \n", 59 | " return enhanced_hist" 60 | ] 61 | }, 62 | { 63 | "cell_type": "code", 64 | "execution_count": 38, 65 | "id": "4f60983b", 66 | "metadata": {}, 67 | "outputs": [], 68 | "source": [ 69 | "def Enhanced_Image(image, enhanced_hist):\n", 70 | " enh_image = np.copy(image)\n", 71 | " \n", 72 | " for i in range(image.shape[0]):\n", 73 | " for j in range(image.shape[1]):\n", 74 | " enh_image[i, j] = enhanced_hist[image[i, j]]\n", 75 | " \n", 76 | " return enh_image" 77 | ] 78 | }, 79 | { 80 | "cell_type": "code", 81 | "execution_count": 39, 82 | "id": "ee18287c", 83 | "metadata": {}, 84 | "outputs": [], 85 | "source": [ 86 | "my_image = Image.open('image2.png')\n", 87 | "R = np.array(my_image)[0, 0, 3] + 1\n", 88 | "image = np.array(my_image)[:, :, 0]\n", 89 | "image_hist = np.histogram(image, bins=range(R+1))[0]" 90 | ] 91 | }, 92 | { 93 | "cell_type": "code", 94 | "execution_count": 40, 95 | "id": "02b3eee1", 96 | "metadata": {}, 97 | "outputs": [], 98 | "source": [ 99 | "nbc_hist = Neighborhood_Conditional_Histogramm(image_hist, image)" 100 | ] 101 | }, 102 | { 103 | "cell_type": "code", 104 | "execution_count": 41, 105 | "id": "3bd903d8", 106 | "metadata": {}, 107 | "outputs": [ 108 | { 109 | "data": { 110 | "text/plain": [ 111 | "Text(0.5, 1.0, 'Enhanced conditional histogramm')" 112 | ] 113 | }, 114 | "execution_count": 41, 115 | "metadata": {}, 116 | "output_type": "execute_result" 117 | }, 118 | { 119 | "data": { 120 | "image/png": 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\n", 121 | "text/plain": [ 122 | "
" 123 | ] 124 | }, 125 | "metadata": { 126 | "needs_background": "light" 127 | }, 128 | "output_type": "display_data" 129 | } 130 | ], 131 | "source": [ 132 | "fig, axs = plt.subplots(1, 2, figsize=(10, 5))\n", 133 | "axs[0].bar(range(256), image_hist, width=1)\n", 134 | "axs[0].set_title(\"Image histogramm\")\n", 135 | "axs[1].bar(range(256), nbc_hist, width=1)\n", 136 | "axs[1].set_title(\"Enhanced conditional histogramm\")" 137 | ] 138 | }, 139 | { 140 | "cell_type": "code", 141 | "execution_count": 46, 142 | "id": "96739c03", 143 | "metadata": {}, 144 | "outputs": [], 145 | "source": [ 146 | "gch = Global_Conditional_Histogramm(nbc_hist, 256, image.size)" 147 | ] 148 | }, 149 | { 150 | "cell_type": "code", 151 | "execution_count": 47, 152 | "id": "b244fcc2", 153 | "metadata": {}, 154 | "outputs": [], 155 | "source": [ 156 | "en_im = Enhanced_Image(image, gch)" 157 | ] 158 | }, 159 | { 160 | "cell_type": "code", 161 | "execution_count": 48, 162 | "id": "79659e1e", 163 | "metadata": {}, 164 | "outputs": [ 165 | { 166 | "data": { 167 | "text/plain": [ 168 | "Text(0.5, 1.0, 'Enhanced result based on neighborhood conditional histogramm')" 169 | ] 170 | }, 171 | "execution_count": 48, 172 | "metadata": {}, 173 | "output_type": "execute_result" 174 | }, 175 | { 176 | "data": { 177 | "image/png": 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\n", 178 | "text/plain": [ 179 | "
" 180 | ] 181 | }, 182 | "metadata": { 183 | "needs_background": "light" 184 | }, 185 | "output_type": "display_data" 186 | } 187 | ], 188 | "source": [ 189 | "fig, axs = plt.subplots(1, 2, figsize=(16, 8))\n", 190 | "axs[0].imshow(image, cmap='gray')\n", 191 | "axs[0].set_title(\"Test image\")\n", 192 | "axs[1].imshow(en_im, cmap='gray')\n", 193 | "axs[1].set_title(\"Enhanced result based on neighborhood conditional histogramm\")" 194 | ] 195 | }, 196 | { 197 | "cell_type": "code", 198 | "execution_count": null, 199 | "id": "98d00dc8", 200 | "metadata": {}, 201 | "outputs": [], 202 | "source": [] 203 | } 204 | ], 205 | "metadata": { 206 | "kernelspec": { 207 | "display_name": "Python 3 (ipykernel)", 208 | "language": "python", 209 | "name": "python3" 210 | }, 211 | "language_info": { 212 | "codemirror_mode": { 213 | "name": "ipython", 214 | "version": 3 215 | }, 216 | "file_extension": ".py", 217 | "mimetype": "text/x-python", 218 | "name": "python", 219 | "nbconvert_exporter": "python", 220 | "pygments_lexer": "ipython3", 221 | "version": "3.9.7" 222 | } 223 | }, 224 | "nbformat": 4, 225 | "nbformat_minor": 5 226 | } 227 | --------------------------------------------------------------------------------