OpenCodePapers

deblurring-on-rsblur

Image RestorationImage DeblurringDeblurring
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PaperCodeAverage PSNRSSIMModelNameReleaseDate
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring✓ Link34.940.880MLWNet2023-12-29
Real-World Efficient Blind Motion Deblurring via Blur Pixel Discretization34.63SegDeblur2024-04-18
Selective Frequency Network for Image Restoration✓ Link34.35SFNet2023-04-13
Image Restoration via Frequency Selection✓ Link34.31FSNet2023-11-06
IRNeXt: Rethinking Convolutional Network Design for Image Restoration✓ Link34.08IRNext2023-04-24
Revitalizing Convolutional Network for Image Restoration✓ Link34.06ConvIR2024-06-25
Uformer: A General U-Shaped Transformer for Image Restoration✓ Link33.98Uformer-B2021-06-06
Restormer: Efficient Transformer for High-Resolution Image Restoration✓ Link33.69Restormer2021-11-18
Multi-Stage Progressive Image Restoration✓ Link33.61MPRNet2021-02-04
Rethinking Coarse-to-Fine Approach in Single Image Deblurring✓ Link33.37MIMO-UNet+2021-08-11
Rethinking Coarse-to-Fine Approach in Single Image Deblurring✓ Link32.73MIMO-UNet2021-08-11
Scale-recurrent Network for Deep Image Deblurring✓ Link32.53SRN-Deblur2018-02-06
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