OpenCodePapers

image-super-resolution-on-urban100-3x

Image Super-Resolution
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PaperCodePSNRSSIMModelNameReleaseDate
Hierarchical Information Flow for Generalized Efficient Image Restoration31.070.902Hi-IR-L2024-11-27
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution✓ Link31.000.8984HMA†2024-05-08
Activating More Pixels in Image Super-Resolution Transformer✓ Link30.920.8981HAT-L2022-05-09
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution✓ Link30.77HAT_FIR2022-08-24
Activating More Pixels in Image Super-Resolution Transformer✓ Link30.700.8949HAT2022-05-09
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution30.630.8934CPAT+2024-07-23
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution30.520.8923CPAT2024-07-23
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution✓ Link30.430.8913SwinFIR2022-08-24
Pre-Trained Image Processing Transformer✓ Link29.49IPT2020-12-01
Local Texture Estimator for Implicit Representation Function✓ Link29.41LTE2021-11-17
Densely Residual Laplacian Super-Resolution✓ Link29.370.8746DRLN+2019-06-28
Single Image Super-Resolution via a Holistic Attention Network✓ Link29.210.8710HAN+2020-08-20
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining✓ Link29.130.8712CSNLN2020-06-02
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer✓ Link28.890.8676ML-CrAIST2024-08-19
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection Strategy✓ Link28.870.8674SwinOIR2023-03-16
Feature-domain Adaptive Contrastive Distillation for Efficient Single Image Super-Resolution28.818FACD2022-11-29
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer✓ Link28.730.8651ML-CrAIST-Li2024-08-19
Feedback Network for Image Super-Resolution✓ Link28.73SRFBN2019-03-23
Lightweight Image Super-Resolution with Information Multi-distillation Network✓ Link28.17IMDN2019-09-26
Multi-level Wavelet-CNN for Image Restoration✓ Link28.13MWCNN2018-05-18
LCSCNet: Linear Compressing Based Skip-Connecting Network for Image Super-Resolution✓ Link27.24LCSCNet2019-09-09
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising✓ Link27.15DnCNN-32016-08-13
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