SOTAVerified

Image Restoration

Image Restoration is a family of inverse problems for obtaining a high quality image from a corrupted input image. Corruption may occur due to the image-capture process (e.g., noise, lens blur), post-processing (e.g., JPEG compression), or photography in non-ideal conditions (e.g., haze, motion blur).

Source: Blind Image Restoration without Prior Knowledge

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 971–980 of 1459 papers

TitleStatusHype
Image Inpainting using Partial Convolution—0
Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric—0
Image Restoration: A Comparative Analysis of Image De noising Using Different Spatial Filtering Techniques—0
Image Restoration: A General Wavelet Frame Based Model and Its Asymptotic Analysis—0
Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors—0
Image Restoration by Combined Order Regularization with Optimal Spatial Adaptation—0
Image Restoration by Deep Projected GSURE—0
Image Restoration by Estimating Frequency Distribution of Local Patches—0
Progressive Image Super-Resolution via Neural Differential Equation—0
Image Restoration for Remote Sensing: Overview and Toolbox—0
Show:102550
← PrevPage 98 of 146Next →
All datasetsCDD-11UHDM.

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1OneRestoreAverage PSNR (dB)28.72—Unverified
2SRUDCAverage PSNR (dB)27.64—Unverified
3RestormerAverage PSNR (dB)26.99—Unverified
4WGWSNetAverage PSNR (dB)26.96—Unverified
5DGUNetAverage PSNR (dB)26.92—Unverified
6OKNetAverage PSNR (dB)26.33—Unverified
7MIRNetAverage PSNR (dB)25.97—Unverified
8PromptIRAverage PSNR (dB)25.9—Unverified
9MPRNetAverage PSNR (dB)25.47—Unverified
10MIRNetv2Average PSNR (dB)25.37—Unverified
#ModelMetricClaimedVerifiedStatus
1ESDNet-LPSNR22.42—Unverified
2ESDNetPSNR22.12—Unverified
#ModelMetricClaimedVerifiedStatus
1730L37—Unverified