OpenCodePapers

image-super-resolution-on-bsd100-3x-upscaling

Image Super-Resolution
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PaperCodePSNRSSIMModelNameReleaseDate
Hierarchical Information Flow for Generalized Efficient Image Restoration29.670.8256Hi-IR-L2024-11-27
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution✓ Link29.660.8196HMA†2024-05-08
Activating More Pixels in Image Super-Resolution Transformer✓ Link29.630.8191HAT-L2022-05-09
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution✓ Link29.6HAT_FIR2022-08-24
Activating More Pixels in Image Super-Resolution Transformer✓ Link29.590.8177HAT2022-05-09
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution29.590.8177CPAT+2024-07-23
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution29.560.8174CPAT2024-07-23
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution✓ Link29.550.8169SwinFIR2022-08-24
Single Image Super-Resolution via a Holistic Attention Network✓ Link29.410.8116HAN+2020-08-20
Densely Residual Laplacian Super-Resolution✓ Link29.40.8125DRLN+2019-06-28
Local Texture Estimator for Implicit Representation Function✓ Link29.39LTE2021-11-17
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining✓ Link29.330.8105CSNLN2020-06-02
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection Strategy✓ Link29.270.8111SwinOIR2023-03-16
Feedback Network for Image Super-Resolution✓ Link29.24SRFBN2019-03-23
Multi-level Wavelet-CNN for Image Restoration✓ Link29.12MWCNN2018-05-18
Lightweight Image Super-Resolution with Information Multi-distillation Network✓ Link29.09IMDN2019-09-26
Image Restoration Using Convolutional Auto-encoders with Symmetric Skip Connections✓ Link28.930.7994RED302016-06-29
Lightweight Feature Fusion Network for Single Image Super-Resolution✓ Link28.91LFFN-S2019-02-15
LCSCNet: Linear Compressing Based Skip-Connecting Network for Image Super-Resolution✓ Link28.87LCSCNet2019-09-09
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising✓ Link28.85DnCNN-32016-08-13
Image Restoration Using Deep Regulated Convolutional Networks✓ Link28.76RC-Net2019-10-19
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