├── asset ├── asc.png ├── arch.png ├── arch2.png ├── mhrsa.png ├── psca.png ├── complex.png ├── gaussian.png ├── complex_v2.png └── gaussian_v2.png ├── .gitignore ├── results ├── hsiboard-cmp.png ├── hsiboard-table.png ├── hsiboard-viewer.png ├── gt │ ├── meta.txt │ ├── icvl_512_30 │ │ └── log.json │ ├── icvl_512_50 │ │ └── log.json │ ├── icvl_512_70 │ │ └── log.json │ ├── icvl_512_blind │ │ └── log.json │ ├── icvl_512_impulse │ │ └── log.json │ ├── icvl_512_mixture │ │ └── log.json │ ├── icvl_512_noniid │ │ └── log.json │ ├── icvl_512_stripe │ │ └── log.json │ └── icvl_512_deadline │ │ └── log.json ├── mans.man │ └── meta.txt ├── mans.man_m │ ├── meta.txt │ ├── icvl_512_50 │ │ └── log.json │ ├── icvl_512_30 │ │ └── log.json │ └── icvl_512_70 │ │ └── log.json ├── mans.man_s │ ├── meta.txt │ ├── icvl_512_50 │ │ └── log.json │ ├── icvl_512_70 │ │ └── log.json │ └── icvl_512_30 │ │ └── log.json ├── mans.man_deep │ └── meta.txt ├── README.md ├── input │ ├── meta.txt │ ├── icvl_512_30 │ │ └── log.json │ ├── icvl_512_blind │ │ └── log.json │ ├── icvl_512_50 │ │ └── log.json │ └── icvl_512_70 │ │ └── log.json └── test.sh ├── schedule.py ├── README.md ├── mans_v2.py └── mans.py /asset/asc.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zeqiang-Lai/MAN/HEAD/asset/asc.png -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | checkpoints 2 | ckpt 3 | ckpt3 4 | data 5 | *.png 6 | 7 | .DS_Store 8 | -------------------------------------------------------------------------------- /asset/arch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zeqiang-Lai/MAN/HEAD/asset/arch.png -------------------------------------------------------------------------------- /asset/arch2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zeqiang-Lai/MAN/HEAD/asset/arch2.png -------------------------------------------------------------------------------- /asset/mhrsa.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zeqiang-Lai/MAN/HEAD/asset/mhrsa.png -------------------------------------------------------------------------------- /asset/psca.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zeqiang-Lai/MAN/HEAD/asset/psca.png -------------------------------------------------------------------------------- /asset/complex.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zeqiang-Lai/MAN/HEAD/asset/complex.png -------------------------------------------------------------------------------- /asset/gaussian.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zeqiang-Lai/MAN/HEAD/asset/gaussian.png -------------------------------------------------------------------------------- /asset/complex_v2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zeqiang-Lai/MAN/HEAD/asset/complex_v2.png -------------------------------------------------------------------------------- /asset/gaussian_v2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zeqiang-Lai/MAN/HEAD/asset/gaussian_v2.png -------------------------------------------------------------------------------- /results/hsiboard-cmp.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zeqiang-Lai/MAN/HEAD/results/hsiboard-cmp.png -------------------------------------------------------------------------------- /results/hsiboard-table.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zeqiang-Lai/MAN/HEAD/results/hsiboard-table.png -------------------------------------------------------------------------------- /results/hsiboard-viewer.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zeqiang-Lai/MAN/HEAD/results/hsiboard-viewer.png -------------------------------------------------------------------------------- /results/gt/meta.txt: -------------------------------------------------------------------------------- 1 | 2022-10-01-11:34:19 2 | python /media/exthdd/laizeqiang/lzq/projects/denoise_hsi/HSIR/hsirun/test.py -a gt -t icvl_512_impulse icvl_512_mixture 3 | Namespace(arch='gt', bandwise=False, basedir='data', clamp=False, force_run=False, key_path='net', logdir='results', name=None, resume=None, save_img=False, testset=['icvl_512_impulse', 'icvl_512_mixture'], use_conv2d=False) 4 | -------------------------------------------------------------------------------- /results/mans.man/meta.txt: -------------------------------------------------------------------------------- 1 | 2022-10-01-11:37:06 2 | python /media/exthdd/laizeqiang/lzq/projects/denoise_hsi/HSIR/hsirun/test.py -a mans.man -r ckpt/man_complex.pth -t icvl_512_noniid icvl_512_stripe icvl_512_deadline icvl_512_impulse icvl_512_mixture --force-run 3 | Namespace(arch='mans.man', bandwise=False, basedir='data', clamp=False, force_run=True, key_path='net', logdir='results', name=None, resume='ckpt/man_complex.pth', save_img=False, testset=['icvl_512_noniid', 'icvl_512_stripe', 'icvl_512_deadline', 'icvl_512_impulse', 'icvl_512_mixture'], use_conv2d=False) 4 | -------------------------------------------------------------------------------- /results/mans.man_m/meta.txt: -------------------------------------------------------------------------------- 1 | 2022-10-01-10:54:14 2 | python /media/exthdd/laizeqiang/lzq/projects/denoise_hsi/HSIR/hsirun/test.py -a mans.man_m -r ckpt/man_m_complex.pth -t icvl_512_noniid icvl_512_stripe icvl_512_deadline icvl_512_impulse icvl_512_mixture --force-run 3 | Namespace(arch='mans.man_m', bandwise=False, basedir='data', clamp=False, force_run=True, key_path='net', logdir='results', name=None, resume='ckpt/man_m_complex.pth', save_img=False, testset=['icvl_512_noniid', 'icvl_512_stripe', 'icvl_512_deadline', 'icvl_512_impulse', 'icvl_512_mixture'], use_conv2d=False) 4 | -------------------------------------------------------------------------------- /results/mans.man_s/meta.txt: -------------------------------------------------------------------------------- 1 | 2022-10-01-10:46:49 2 | python /media/exthdd/laizeqiang/lzq/projects/denoise_hsi/HSIR/hsirun/test.py -a mans.man_s -r ckpt/man_s_complex.pth -t icvl_512_noniid icvl_512_stripe icvl_512_deadline icvl_512_impulse icvl_512_mixture --force-run 3 | Namespace(arch='mans.man_s', bandwise=False, basedir='data', clamp=False, force_run=True, key_path='net', logdir='results', name=None, resume='ckpt/man_s_complex.pth', save_img=False, testset=['icvl_512_noniid', 'icvl_512_stripe', 'icvl_512_deadline', 'icvl_512_impulse', 'icvl_512_mixture'], use_conv2d=False) 4 | -------------------------------------------------------------------------------- /results/mans.man_deep/meta.txt: -------------------------------------------------------------------------------- 1 | 2022-10-01-11:09:19 2 | python /media/exthdd/laizeqiang/lzq/projects/denoise_hsi/HSIR/hsirun/test.py -a mans.man_deep -r ckpt/man_b_complex.pth -t icvl_512_noniid icvl_512_stripe icvl_512_deadline icvl_512_impulse icvl_512_mixture --force-run 3 | Namespace(arch='mans.man_deep', bandwise=False, basedir='data', clamp=False, force_run=True, key_path='net', logdir='results', name=None, resume='ckpt/man_b_complex.pth', save_img=False, testset=['icvl_512_noniid', 'icvl_512_stripe', 'icvl_512_deadline', 'icvl_512_impulse', 'icvl_512_mixture'], use_conv2d=False) 4 | -------------------------------------------------------------------------------- /results/README.md: -------------------------------------------------------------------------------- 1 | # Main Results 2 | 3 | - Download the predicted images (simulated RGB and Gray of 20 th channel) from [Github Release](https://github.com/Zeqiang-Lai/MAN/releases/latest). 4 | 5 | - Run by yourself, 6 | 7 | ```shell 8 | sh results/test.sh 9 | ``` 10 | 11 | ## HSIBoard 12 | 13 | Visualize results with [HSIBoard](https://github.com/bit-isp/HSIR) 14 | 15 | ```shell 16 | python -m hsiboard.app --logdir results 17 | ``` 18 | 19 | 20 | 21 | 22 | 23 | -------------------------------------------------------------------------------- /schedule.py: -------------------------------------------------------------------------------- 1 | from hsir.schedule import TrainSchedule 2 | 3 | gaussian = TrainSchedule( 4 | max_epochs=80, 5 | base_lr=1e-3, 6 | lr_schedule={ 7 | 0: 1e-3, 8 | 1: 5e-4, 9 | 20: 1e-4, 10 | 30: 5e-4, 11 | 45: 1e-4, 12 | 55: 5e-5, 13 | 60: 1e-5, 14 | 65: 5e-6, 15 | 75: 1e-6, 16 | }, 17 | ) 18 | 19 | complex = TrainSchedule( 20 | max_epochs=110, 21 | base_lr=5e-4, 22 | lr_schedule={ 23 | 80: 5e-4, 24 | 85: 5e-5, 25 | 90: 1e-5, 26 | 95: 5e-6, 27 | 100: 1e-6 28 | }, 29 | ) -------------------------------------------------------------------------------- /results/input/meta.txt: -------------------------------------------------------------------------------- 1 | 2022-10-01-11:17:44 2 | python /media/exthdd/laizeqiang/lzq/projects/denoise_hsi/HSIR/hsirun/test.py -a input -t icvl_512_30 icvl_512_50 icvl_512_70 icvl_512_blind icvl_512_noniid icvl_512_stripe icvl_512_deadline icvl_512_impulse icvl_512_mixture 3 | Namespace(arch='input', bandwise=False, basedir='data', clamp=False, force_run=False, key_path='net', logdir='results', name=None, resume=None, save_img=False, testset=['icvl_512_30', 'icvl_512_50', 'icvl_512_70', 'icvl_512_blind', 'icvl_512_noniid', 'icvl_512_stripe', 'icvl_512_deadline', 'icvl_512_impulse', 'icvl_512_mixture'], use_conv2d=False) 4 | -------------------------------------------------------------------------------- /results/test.sh: -------------------------------------------------------------------------------- 1 | # gaussian noise 2 | python -m hsirun.test -a mans.man -r ckpt/man_gaussian.pth -t icvl_512_30 icvl_512_50 icvl_512_70 icvl_512_blind 3 | python -m hsirun.test -a mans.man_s -r ckpt/man_s_gaussian.pth -t icvl_512_30 icvl_512_50 icvl_512_70 icvl_512_blind 4 | python -m hsirun.test -a mans.man_m -r ckpt/man_m_gaussian.pth -t icvl_512_30 icvl_512_50 icvl_512_70 icvl_512_blind 5 | python -m hsirun.test -a mans.man_deep -r ckpt/man_b_gaussian.pth -t icvl_512_30 icvl_512_50 icvl_512_70 icvl_512_blind 6 | 7 | # complex noise 8 | python -m hsirun.test -a mans.man -r ckpt/man_complex.pth -t icvl_512_noniid icvl_512_stripe icvl_512_deadline icvl_512_impulse icvl_512_mixture --force-run 9 | python -m hsirun.test -a mans.man_s -r ckpt/man_s_complex.pth -t icvl_512_noniid icvl_512_stripe icvl_512_deadline icvl_512_impulse icvl_512_mixture --force-run 10 | python -m hsirun.test -a mans.man_m -r ckpt/man_m_complex.pth -t icvl_512_noniid icvl_512_stripe icvl_512_deadline icvl_512_impulse icvl_512_mixture --force-run 11 | python -m hsirun.test -a mans.man_deep -r ckpt/man_b_complex.pth -t icvl_512_noniid icvl_512_stripe icvl_512_deadline icvl_512_impulse icvl_512_mixture --force-run 12 | 13 | # special arch for obtain gt and input 14 | python -m hsirun.test -a input -t icvl_512_30 icvl_512_50 icvl_512_70 icvl_512_blind icvl_512_noniid icvl_512_stripe icvl_512_deadline icvl_512_impulse icvl_512_mixture 15 | python -m hsirun.test -a gt -t icvl_512_30 icvl_512_50 icvl_512_70 icvl_512_blind icvl_512_noniid icvl_512_stripe icvl_512_deadline icvl_512_impulse icvl_512_mixture -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | 2 | 3 | # MAN 4 | 5 | > 🌟🌟 Checkout our new work [HSDT](https://github.com/Zeqiang-Lai/HSDT), a superior HSI denoising transformer. 6 | 7 | Official PyTorch Implementation of [Mixed Attention Network for Hyperspectral Image Denoising](http://arxiv.org/abs/2301.11525). 8 | 9 | *Zeqiang Lai, Ying Fu*. 10 | 11 | | Overall Architecture | 12 | | ------------------------------------------ | 13 | | | 14 | 15 | 🌟 **Hightlights** 16 | 17 | - We propose a "*Mixed Attention Network*" for hyperspectral image denoising. 18 | - We introduce a "*Multi-Head Spectral Recurrent Attention*" block to aggregate the *inter-spectral* features. 19 | - We introduce a "*Progressive Channel Attention block*" for integrating the *intra-spectral* features. 20 | - We introduce an "*Attentive Skip Connection*" to strengthen the important features from *low-* and *high-level*. 21 | 22 | 23 |
24 | Illustrations of each network components. 25 |
26 | 27 | | Progressive Spectral Channel Attention | Attentive Skip Connection | 28 | | ----------------------------------------- | ---------------------------------------- | 29 | | | | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 |
Multi-Head Recurrent Spectral Attention
43 |
44 | 45 | 46 | ## Usage 47 | 48 | Download the pretrained model at [Github Release](https://github.com/Zeqiang-Lai/MAN/releases/latest). 49 | 50 | - Training, testing, and visualize results with [HSIR](https://github.com/bit-isp/HSIR). 51 | 52 | ```shell 53 | python -m hsirun.test -a mans.man -r ckpt/man_gaussian.pth -t icvl_512_30 icvl_512_50 54 | python -m hsirun.train -a mans.man -s schedule.gaussian 55 | python -m hsirun.train -a mans.man -s schedule.complex -r checkpoints/mans.man/model_latest.pth 56 | python -m hsiboard.app --logdir results 57 | ``` 58 | 59 | - Using our model. 60 | 61 | ```python 62 | import torch 63 | from mans import man 64 | 65 | net = man() 66 | x = torch.randn(4,1,31,64,64) 67 | y = net(x) 68 | ``` 69 | 70 | - Using our components. 71 | 72 | ```python 73 | import torch 74 | from mans import ( 75 | MAB, BiMAB, 76 | AdaptiveSkipConnection, SimplifiedChannelAttention, 77 | ) 78 | 79 | x = torch.randn(4,16,31,64,64) 80 | block = MAB(16) # or BiMAB(16) 81 | out = block(x) # [4,16,31,64,64] 82 | 83 | y = torch.randn(4,16,31,64,64) 84 | block = AdaptiveSkipConnection(16) 85 | out = block(x, y) # [4,16,31,64,64] 86 | 87 | block = SimplifiedChannelAttention(16) 88 | out = block(x) # [4,16,31,64,64] 89 | ``` 90 | 91 | ## Performance 92 | 93 | **MAN v2** 94 | 95 |
96 | Gaussian denoising on ICVL 97 | 98 |
99 | 100 |
101 | Complex denoising on ICVL 102 | 103 | 104 |
105 | 106 | **MAN** 107 |
108 | Gaussian denoising on ICVL 109 | 110 |
111 | 112 |
113 | Complex denoising on ICVL 114 | 115 | 116 |
117 | 118 | 119 | ## Citations 120 | 121 | ```bibtex 122 | @article{lai2023mixed, 123 | title={Mixed Attention Network for Hyperspectral Image Denoising}, 124 | author={Lai, Zeqiang and Fu, Ying}, 125 | journal={arXiv preprint arXiv:2301.11525}, 126 | year={2023} 127 | } 128 | @inproceedings{lai2023hsdt, 129 | author = {Lai, Zeqiang and Chenggang, Yan and Fu, Ying}, 130 | title = {Hybrid Spectral Denoising Transformer with Guided Attention}, 131 | booktitle={Proceedings of the IEEE International Conference on Computer Vision}, 132 | year = {2023}, 133 | } 134 | ``` 135 | -------------------------------------------------------------------------------- /mans_v2.py: -------------------------------------------------------------------------------- 1 | import torch 2 | import torch.nn as nn 3 | import torch.nn.functional as F 4 | 5 | 6 | """ Utility block """ 7 | 8 | 9 | class UpsampleConv3d(torch.nn.Module): 10 | """ UpsampleConvLayer 11 | """ 12 | 13 | def __init__(self, in_channels, out_channels, kernel_size, stride, padding, bias=True, upsample=None, group=1): 14 | super(UpsampleConv3d, self).__init__() 15 | self.upsample_layer = nn.Upsample(scale_factor=upsample, mode='trilinear', align_corners=True) 16 | self.conv3d = nn.Conv3d(in_channels, out_channels, kernel_size, stride, padding, bias=bias, groups=group) 17 | 18 | def forward(self, x): 19 | x = self.upsample_layer(x) 20 | x = self.conv3d(x) 21 | return x 22 | 23 | 24 | class MLP(nn.Module): 25 | """ 26 | Multilayer Perceptron (MLP) 27 | """ 28 | 29 | def __init__(self, channel, bias=True): 30 | super().__init__() 31 | self.w_1 = nn.Conv3d(channel, channel, bias=bias, kernel_size=1) 32 | self.w_2 = nn.Conv3d(channel, channel, bias=bias, kernel_size=1) 33 | 34 | def forward(self, x): 35 | return self.w_2(F.tanh(self.w_1(x))) 36 | 37 | 38 | """ The proposed blocks 39 | """ 40 | 41 | 42 | class PSCA(nn.Module): 43 | """ Progressive Spectral Channel Attention (PSCA) 44 | """ 45 | 46 | def __init__(self, d_model, d_ff): 47 | super().__init__() 48 | self.w_1 = nn.Conv3d(d_model, d_ff, 1, bias=False) 49 | self.w_2 = nn.Conv3d(d_ff, d_model, 1, bias=False) 50 | self.w_3 = nn.Conv3d(d_model, d_model, 1, bias=False) 51 | 52 | nn.init.zeros_(self.w_3.weight) 53 | 54 | def forward(self, x): 55 | x = self.w_3(x) * x + x 56 | x = self.w_1(x) 57 | x = F.gelu(x) 58 | x = self.w_2(x) 59 | return x 60 | 61 | 62 | class ASC(nn.Module): 63 | """ Attentive Skip Connection 64 | """ 65 | 66 | def __init__(self, channel): 67 | super().__init__() 68 | self.weight = nn.Sequential( 69 | nn.Conv3d(channel * 2, channel, 1), 70 | nn.LeakyReLU(), 71 | nn.Conv3d(channel, channel, 3, 1, 1), 72 | nn.Sigmoid() 73 | ) 74 | 75 | def forward(self, x, y): 76 | w = self.weight(torch.cat([x, y], dim=1)) 77 | out = (1 - w) * x + w * y 78 | return out 79 | 80 | 81 | class MHRSA(nn.Module): 82 | """ Multi-Head Recurrent Spectral Attention 83 | """ 84 | 85 | def __init__(self, channels, multi_head=True, ffn=True): 86 | super().__init__() 87 | self.channels = channels 88 | self.multi_head = multi_head 89 | self.ffn = ffn 90 | 91 | if ffn: 92 | self.ffn1 = MLP(channels) 93 | self.ffn2 = MLP(channels) 94 | 95 | def _conv_step(self, inputs): 96 | if self.ffn: 97 | Z = self.ffn1(inputs).tanh() 98 | F = self.ffn2(inputs).sigmoid() 99 | else: 100 | Z, F = inputs.split(split_size=self.channels, dim=1) 101 | Z, F = Z.tanh(), F.sigmoid() 102 | return Z, F 103 | 104 | def _rnn_step(self, z, f, h): 105 | h_ = (1 - f) * z if h is None else f * h + (1 - f) * z 106 | return h_ 107 | 108 | def forward(self, inputs, reverse=False): 109 | Z, F = self._conv_step(inputs) 110 | 111 | if self.multi_head: 112 | Z1, Z2 = Z.split(self.channels // 2, 1) 113 | Z2 = torch.flip(Z2, [2]) 114 | Z = torch.cat([Z1, Z2], dim=1) 115 | 116 | F1, F2 = F.split(self.channels // 2, 1) 117 | F2 = torch.flip(F2, [2]) 118 | F = torch.cat([F1, F2], dim=1) 119 | 120 | h = None 121 | h_time = [] 122 | 123 | if not reverse: 124 | for _, (z, f) in enumerate(zip(Z.split(1, 2), F.split(1, 2))): 125 | h = self._rnn_step(z, f, h) 126 | h_time.append(h) 127 | else: 128 | for _, (z, f) in enumerate((zip( 129 | reversed(Z.split(1, 2)), reversed(F.split(1, 2)) 130 | ))): # split along timestep 131 | h = self._rnn_step(z, f, h) 132 | h_time.insert(0, h) 133 | 134 | y = torch.cat(h_time, dim=2) 135 | 136 | if self.multi_head: 137 | y1, y2 = y.split(self.channels // 2, 1) 138 | y2 = torch.flip(y2, [2]) 139 | y = torch.cat([y1, y2], dim=1) 140 | 141 | return y 142 | 143 | 144 | class MAB(nn.Module): 145 | def __init__(self, conv_layer, channels, multi_head=True, ffn=True): 146 | super().__init__() 147 | self.conv = conv_layer 148 | self.inter_sa = MHRSA(channels, multi_head=multi_head, ffn=ffn) 149 | self.intra_sa = PSCA(channels, channels * 2) 150 | 151 | def forward(self, x, reverse=False): 152 | x = self.conv(x) 153 | x = self.inter_sa(x, reverse=reverse) 154 | x = self.intra_sa(x) 155 | return x 156 | 157 | 158 | """ Encoder-Decoder 159 | """ 160 | 161 | 162 | def PlainMAB(in_ch, out_ch, bias=False): 163 | return MAB(nn.Conv3d(in_ch, out_ch, 3, 1, 1, bias=bias), out_ch) 164 | 165 | 166 | def DownMAB(in_ch, out_ch, bias=False): 167 | return MAB(nn.Conv3d(in_ch, out_ch, 3, (1, 2, 2), 1, bias=bias), out_ch) 168 | 169 | 170 | def UpMAB(in_ch, out_ch, bias=False): 171 | return MAB(UpsampleConv3d(in_ch, out_ch, 3, 1, 1, bias=bias, upsample=(1, 2, 2)), out_ch) 172 | 173 | 174 | class Encoder(nn.Module): 175 | def __init__(self, channels, num_half_layer, sample_idx): 176 | super(Encoder, self).__init__() 177 | self.layers = nn.ModuleList() 178 | for i in range(num_half_layer): 179 | if i not in sample_idx: 180 | encoder_layer = PlainMAB(channels, channels) 181 | else: 182 | encoder_layer = DownMAB(channels, 2 * channels) 183 | channels *= 2 184 | self.layers.append(encoder_layer) 185 | 186 | def forward(self, x, xs, reverse=False): 187 | num_half_layer = len(self.layers) 188 | for i in range(num_half_layer - 1): 189 | x = self.layers[i](x, reverse) 190 | reverse = not reverse 191 | xs.append(x) 192 | x = self.layers[-1](x, reverse) 193 | reverse = not reverse 194 | return x 195 | 196 | 197 | class Decoder(nn.Module): 198 | def __init__(self, channels, num_half_layer, sample_idx, Fusion=None): 199 | super(Decoder, self).__init__() 200 | self.layers = nn.ModuleList() 201 | self.enable_fusion = Fusion is not None 202 | 203 | if self.enable_fusion: 204 | self.fusions = nn.ModuleList() 205 | ch = channels 206 | for i in reversed(range(num_half_layer)): 207 | fusion_layer = Fusion(ch) 208 | if i in sample_idx: 209 | ch //= 2 210 | self.fusions.append(fusion_layer) 211 | 212 | for i in reversed(range(num_half_layer)): 213 | if i not in sample_idx: 214 | decoder_layer = PlainMAB(channels, channels) 215 | else: 216 | decoder_layer = UpMAB(channels, channels // 2) 217 | channels //= 2 218 | self.layers.append(decoder_layer) 219 | 220 | def forward(self, x, xs, reverse=False): 221 | num_half_layer = len(self.layers) 222 | x = self.layers[0](x, reverse) 223 | reverse = not reverse 224 | for i in range(1, num_half_layer): 225 | if self.enable_fusion: 226 | x = self.fusions[i](x, xs.pop()) 227 | else: 228 | x = x + xs.pop() 229 | x = self.layers[i](x, reverse) 230 | reverse = not reverse 231 | return x 232 | 233 | 234 | class MAN(nn.Module): 235 | def __init__(self, in_channels, channels, num_half_layer, sample_idx, Fusion=None): 236 | super().__init__() 237 | self.head = PlainMAB(in_channels, channels) 238 | self.encoder = Encoder(channels, num_half_layer, sample_idx) 239 | self.decoder = Decoder(channels * (2**len(sample_idx)), num_half_layer, sample_idx, Fusion=Fusion) 240 | self.tail = nn.Conv3d(channels, in_channels, 3, 1, 1, bias=True) 241 | 242 | def forward(self, x): 243 | xs = [x] 244 | out = self.head(xs[0]) 245 | xs.append(out) 246 | reverse = True 247 | out = self.encoder(out, xs, reverse) 248 | out = self.decoder(out, xs, reverse) 249 | out = out + xs.pop() 250 | out = self.tail(out) 251 | out = out + xs.pop() 252 | return out 253 | 254 | 255 | class MAN_T(MAN): 256 | def __init__(self, in_channels, channels, num_half_layer, sample_idx, Fusion=None): 257 | super().__init__(in_channels, channels, num_half_layer, sample_idx, Fusion) 258 | self.tail = PlainMAB(channels, in_channels, bias=True) 259 | 260 | 261 | """ Models 262 | """ 263 | 264 | 265 | def man_s(): 266 | net = MAN(1, 12, 5, [1, 3], Fusion=ASC) 267 | net.use_2dconv = False 268 | net.bandwise = False 269 | return net 270 | 271 | 272 | def man_m(): 273 | net = MAN(1, 16, 5, [1, 3], Fusion=ASC) 274 | net.use_2dconv = False 275 | net.bandwise = False 276 | return net 277 | 278 | 279 | def man_l(): 280 | net = MAN(1, 20, 5, [1, 3], Fusion=ASC) 281 | net.use_2dconv = False 282 | net.bandwise = False 283 | return net 284 | 285 | -------------------------------------------------------------------------------- /results/gt/icvl_512_30/log.json: 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"Time": 0.0 290 | }, 291 | "objects_0924-1627": { 292 | "MPSNR": Infinity, 293 | "MSSIM": 1.0, 294 | "SAM": 9.175785817205906e-05, 295 | "Time": 0.0 296 | }, 297 | "nachal_0823-1038": { 298 | "MPSNR": Infinity, 299 | "MSSIM": 1.0, 300 | "SAM": 7.863122300477698e-05, 301 | "Time": 0.0 302 | }, 303 | "Labtest_0910-1511": { 304 | "MPSNR": Infinity, 305 | "MSSIM": 1.0, 306 | "SAM": 3.039552211703267e-05, 307 | "Time": 0.0 308 | }, 309 | "nachal_0823-1117": { 310 | "MPSNR": Infinity, 311 | "MSSIM": 1.0, 312 | "SAM": 7.743711466901004e-05, 313 | "Time": 0.0 314 | } 315 | } 316 | } -------------------------------------------------------------------------------- /mans.py: -------------------------------------------------------------------------------- 1 | from collections import OrderedDict 2 | import torch 3 | import torch.nn as nn 4 | import torch.nn.functional as F 5 | 6 | 7 | """ Skip Connection """ 8 | 9 | 10 | class AdditiveConnection(nn.Module): 11 | def __init__(self, channel): 12 | super().__init__() 13 | 14 | def forward(self, x, y): 15 | return x + y 16 | 17 | 18 | class ConcatSkipConnection(nn.Module): 19 | def __init__(self, channel): 20 | super().__init__() 21 | self.conv = nn.Sequential( 22 | nn.Conv3d(channel * 2, channel, 3, 1, 1), 23 | ) 24 | 25 | def forward(self, x, y): 26 | return self.conv(torch.cat([x, y], dim=1)) 27 | 28 | 29 | class AdaptiveSkipConnection(nn.Module): 30 | def __init__(self, channel): 31 | super().__init__() 32 | self.conv_weight = nn.Sequential( 33 | nn.Conv3d(channel * 2, channel, 1), 34 | nn.Tanh(), 35 | nn.Conv3d(channel, channel, 3, 1, 1), 36 | nn.Sigmoid() 37 | ) 38 | 39 | def forward(self, x, y): 40 | w = self.conv_weight(torch.cat([x, y], dim=1)) 41 | return (1 - w) * x + w * y 42 | 43 | 44 | """ Channel Attention """ 45 | 46 | 47 | class GlobalAvgPool3d(nn.Module): 48 | def __init__(self): 49 | super().__init__() 50 | 51 | def forward(self, x): 52 | sum = torch.sum(x, dim=(2, 3, 4), keepdim=True) 53 | return sum / (x.shape[2] * x.shape[3] * x.shape[4]) 54 | 55 | 56 | class SimplifiedChannelAttention(nn.Module): 57 | def __init__(self, ch): 58 | super().__init__() 59 | self.sca = nn.Sequential( 60 | # nn.AdaptiveAvgPool3d(1), 61 | GlobalAvgPool3d(), 62 | nn.Conv3d(ch, ch, kernel_size=1), 63 | nn.Sigmoid() 64 | ) 65 | 66 | def forward(self, x): 67 | return self.sca(x) * x 68 | 69 | 70 | class ChannelAttention(nn.Module): 71 | def __init__(self, ch): 72 | super().__init__() 73 | self.ca = nn.Sequential( 74 | GlobalAvgPool3d(), 75 | nn.Conv3d(ch, ch, kernel_size=1), 76 | nn.ReLU(), 77 | nn.Conv3d(ch, ch, kernel_size=1), 78 | nn.Sigmoid() 79 | ) 80 | 81 | def forward(self, x): 82 | return self.ca(x) * x 83 | 84 | 85 | """ Mixed Attention Block """ 86 | 87 | 88 | class PositionwiseFeedForward(nn.Module): 89 | "Implements FFN equation." 90 | 91 | def __init__(self, channel): 92 | super(PositionwiseFeedForward, self).__init__() 93 | self.w_1 = nn.Conv3d(channel, channel, kernel_size=1) 94 | self.w_2 = nn.Conv3d(channel, channel, kernel_size=1) 95 | 96 | def forward(self, x): 97 | return self.w_2(torch.tanh(self.w_1(x))) 98 | 99 | 100 | class MAB(nn.Module): 101 | def __init__(self, channels, enable_ca=True, reverse=False): 102 | super(MAB, self).__init__() 103 | self.channels = channels 104 | self.enable_ca = enable_ca 105 | self.reverse = reverse 106 | self.sca = SimplifiedChannelAttention(channels) 107 | self.ffn_f = PositionwiseFeedForward(channels) 108 | self.ffn_w = PositionwiseFeedForward(channels) 109 | 110 | def _rnn_step(self, z, f, h): 111 | h_ = (1 - f) * z if h is None else f * h + (1 - f) * z 112 | return h_ 113 | 114 | def forward(self, inputs): 115 | h = None 116 | Z = self.ffn_f(inputs).tanh() 117 | F = self.ffn_w(inputs).sigmoid() 118 | h_time = [] 119 | 120 | if not self.reverse: 121 | for time, (z, f) in enumerate(zip(Z.split(1, 2), F.split(1, 2))): 122 | h = self._rnn_step(z, f, h) 123 | h_time.append(h) 124 | else: 125 | for time, (z, f) in enumerate((zip( 126 | reversed(Z.split(1, 2)), reversed(F.split(1, 2)) 127 | ))): 128 | h = self._rnn_step(z, f, h) 129 | h_time.insert(0, h) 130 | 131 | out = torch.cat(h_time, dim=2) 132 | if self.enable_ca: 133 | out = self.sca(out) 134 | return out 135 | 136 | 137 | class BiMAB(MAB): 138 | def __init__(self, channels, enable_ca=True): 139 | super().__init__(channels, enable_ca, None) 140 | self.ffn_w2 = PositionwiseFeedForward(channels) 141 | 142 | def forward(self, inputs): 143 | Z = self.ffn_f(inputs).tanh() 144 | F1 = self.ffn_w(inputs).sigmoid() 145 | F2 = self.ffn_w2(inputs).sigmoid() 146 | 147 | h = None 148 | hsl = [] 149 | hsr = [] 150 | zs = Z.split(1, 2) 151 | 152 | for time, (z, f) in enumerate(zip(zs, F1.split(1, 2))): 153 | h = self._rnn_step(z, f, h) 154 | hsl.append(h) 155 | 156 | h = None 157 | for time, (z, f) in enumerate((zip(reversed(zs), reversed(F2.split(1, 2))))): 158 | h = self._rnn_step(z, f, h) 159 | hsr.insert(0, h) 160 | 161 | hsl = torch.cat(hsl, dim=2) 162 | hsr = torch.cat(hsr, dim=2) 163 | 164 | out = hsl + hsr 165 | if self.enable_ca: 166 | out = self.sca(out) 167 | return out 168 | 169 | 170 | """ Mixed Attention Network """ 171 | 172 | 173 | class Encoder(nn.Module): 174 | def __init__(self, channels, num_half_layer, sample_idx, Attn=None): 175 | super(Encoder, self).__init__() 176 | self.layers = nn.ModuleList() 177 | for i in range(num_half_layer): 178 | if i not in sample_idx: 179 | encoder_layer = nn.Sequential(OrderedDict([ 180 | ('conv', nn.Conv3d(channels, channels, 3, 1, 1, bias=False)), 181 | ('attn', Attn(channels, reverse=i % 2 == 1)) if Attn else None 182 | ])) 183 | else: 184 | encoder_layer = nn.Sequential(OrderedDict([ 185 | ('conv', nn.Conv3d(channels, channels * 2, 3, (1, 2, 2), 1, bias=False)), 186 | ('attn', Attn(channels * 2, reverse=i % 2 == 1)) if Attn else None 187 | ])) 188 | channels *= 2 189 | self.layers.append(encoder_layer) 190 | 191 | def forward(self, x, xs): 192 | num_half_layer = len(self.layers) 193 | for i in range(num_half_layer - 1): 194 | x = self.layers[i](x) 195 | xs.append(x) 196 | x = self.layers[-1](x) 197 | return x 198 | 199 | 200 | class Decoder(nn.Module): 201 | def __init__(self, channels, num_half_layer, sample_idx, Fusion=None, Attn=None): 202 | super(Decoder, self).__init__() 203 | 204 | self.layers = nn.ModuleList() 205 | self.enable_fusion = Fusion is not None 206 | 207 | if self.enable_fusion: 208 | self.fusions = nn.ModuleList() 209 | ch = channels 210 | for i in reversed(range(num_half_layer)): 211 | fusion_layer = Fusion(ch) 212 | if i in sample_idx: 213 | ch //= 2 214 | self.fusions.append(fusion_layer) 215 | 216 | for i in reversed(range(num_half_layer)): 217 | if i not in sample_idx: 218 | decoder_layer = nn.Sequential(OrderedDict([ 219 | ('conv', nn.ConvTranspose3d(channels, channels, 3, 1, 1, bias=False)), 220 | ('attn', Attn(channels, reverse=i % 2 == 0)) if Attn else None 221 | ])) 222 | else: 223 | decoder_layer = nn.Sequential(OrderedDict([ 224 | ('up', nn.Upsample(scale_factor=(1, 2, 2), mode='trilinear', align_corners=True)), 225 | ('conv', nn.Conv3d(channels, channels // 2, 3, 1, 1, bias=False)), 226 | ('attn', Attn(channels // 2, reverse=i % 2 == 0)) if Attn else None 227 | ])) 228 | channels //= 2 229 | self.layers.append(decoder_layer) 230 | 231 | def forward(self, x, xs): 232 | num_half_layer = len(self.layers) 233 | x = self.layers[0](x) 234 | for i in range(1, num_half_layer): 235 | if self.enable_fusion: 236 | x = self.fusions[i](x, xs.pop()) 237 | else: 238 | x = x + xs.pop() 239 | x = self.layers[i](x) 240 | return x 241 | 242 | 243 | class MAN(nn.Module): 244 | def __init__( 245 | self, 246 | in_channels=1, 247 | channels=16, 248 | num_half_layer=5, 249 | sample_idx=[1, 3], 250 | Attn=MAB, 251 | BiAttn=BiMAB, 252 | Fusion=AdaptiveSkipConnection, 253 | ): 254 | super(MAN, self).__init__() 255 | 256 | self.head = nn.Sequential( 257 | nn.Conv3d(in_channels, channels, 3, 1, 1, bias=False), 258 | BiAttn(channels) if BiAttn else None 259 | ) 260 | 261 | self.encoder = Encoder(channels, num_half_layer, sample_idx, Attn) 262 | self.decoder = Decoder(channels * (2**len(sample_idx)), num_half_layer, sample_idx, 263 | Fusion=Fusion, Attn=Attn) 264 | 265 | self.tail = nn.Sequential( 266 | nn.ConvTranspose3d(channels, in_channels, 3, 1, 1, bias=True), 267 | BiAttn(in_channels) if BiAttn else None 268 | ) 269 | 270 | def forward(self, x): 271 | xs = [x] 272 | out = self.head(xs[0]) 273 | xs.append(out) 274 | out = self.encoder(out, xs) 275 | out = self.decoder(out, xs) 276 | out = out + xs.pop() 277 | out = self.tail(out) 278 | out = out + xs.pop() 279 | return out 280 | 281 | 282 | """ Model Variants """ 283 | 284 | 285 | def man(): 286 | net = MAN(1, 16, 5, [1, 3]) 287 | net.use_2dconv = False 288 | net.bandwise = False 289 | return net 290 | 291 | 292 | def man_m(): 293 | net = MAN(1, 12, 5, [1, 3]) 294 | net.use_2dconv = False 295 | net.bandwise = False 296 | return net 297 | 298 | 299 | def man_s(): 300 | net = MAN(1, 8, 5, [1, 3]) 301 | net.use_2dconv = False 302 | net.bandwise = False 303 | return net 304 | 305 | 306 | def man_b(): 307 | net = MAN(1, 24, 5, [1, 3]) 308 | net.use_2dconv = False 309 | net.bandwise = False 310 | return net 311 | 312 | 313 | def man_deep(): 314 | net = MAN(1, 16, 7, [1, 3, 5]) 315 | net.use_2dconv = False 316 | net.bandwise = False 317 | return net 318 | 319 | 320 | """ Baseline """ 321 | 322 | 323 | def baseline(): 324 | net = MAN(1, 16, 5, [1, 3], Attn=None, BiAttn=None, Fusion=None) 325 | net.use_2dconv = False 326 | net.bandwise = False 327 | return net 328 | -------------------------------------------------------------------------------- /results/input/icvl_512_30/log.json: -------------------------------------------------------------------------------- 1 | { 2 | "avg": { 3 | "MPSNR": 20.005216790440794, 4 | "MSSIM": 0.29934867037017776, 5 | "SAM": 0.6361092871427536, 6 | "Time": 0.0 7 | }, 8 | "detail": { 9 | "gavyam_0823-0933": { 10 | "MPSNR": 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