OpenCodePapers
spectral-reconstruction-on-arad-1k
Image Restoration
Spectral Reconstruction
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Paper
Code
PSNR
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MRAE
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RMSE
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ModelName
ReleaseDate
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MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction
✓ Link
34.32
0.1645
0.0248
MST++
2022-04-17
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction
✓ Link
33.90
0.1772
0.0256
MST-L
2021-11-15
Multi-Stage Progressive Image Restoration
✓ Link
33.50
0.1817
0.0270
MPRNet
2021-02-04
Restormer: Efficient Transformer for High-Resolution Image Restoration
✓ Link
33.40
0.1833
0.0274
Restormer
2021-11-18
Learning Enriched Features for Real Image Restoration and Enhancement
✓ Link
33.29
0.1890
0.0274
MIRNet
2020-03-15
HINet: Half Instance Normalization Network for Image Restoration
✓ Link
32.51
0.2032
0.0303
HINet
2021-05-13
HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging
✓ Link
32.13
0.2048
0.0317
HDNet
2022-03-04
Adaptive Weighted Guided Image Filtering for Depth Enhancement in Shape-From-Focus
31.22
0.2500
0.0367
AWAN
2022-01-18
Enhanced Deep Residual Networks for Single Image Super-Resolution
✓ Link
28.29
0.3277
0.0437
EDSR
2017-07-10
Hierarchical Regression Network for Spectral Reconstruction from RGB Images
✓ Link
26.89
0.3476
0.0550
HRNet
2020-05-10
HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification
26.36
0.3814
0.0588
HSCNN+