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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 61–70 of 396 papers

TitleStatusHype
CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision TasksCode1
Exploring the potential of channel interactions for image restorationCode1
Image Deblurring by Exploring In-depth Properties of TransformerCode1
Correction of out-of-focus microscopic images by deep learningCode1
E2NeRF: Event Enhanced Neural Radiance Fields from Blurry ImagesCode1
Dark and Bright Channel Prior Embedded Network for Dynamic Scene DeblurringCode1
BANet: Blur-aware Attention Networks for Dynamic Scene DeblurringCode1
HINet: Half Instance Normalization Network for Image RestorationCode1
MC-Blur: A Comprehensive Benchmark for Image DeblurringCode1
Intriguing Findings of Frequency Selection for Image DeblurringCode1
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All datasetsGoProHIDEHIDE (trained on GOPRO)RealBlur-JRealBlur-RRealBlur-R(trained on GoPro)Real-world Dataset

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1EVSSMPSNR34.5—Unverified
2MDTPSNR34.26—Unverified
3fftformerPSNR34.21—Unverified
4LoFormerPSNR34.09—Unverified
5UFPDeblurPSNR34.06—Unverified
6ALGNet-BPSNR34.05—Unverified
7MR-VNetPSNR34.04—Unverified
8Hi-IR-LPSNR33.99—Unverified
9GRLPSNR33.93—Unverified
10Instruct-IPTPSNR33.86—Unverified
#ModelMetricClaimedVerifiedStatus
1AdaRevDPSNR32.35—Unverified
2EVSSMPSNR31.97—Unverified
3ALGNet-BPSNR31.68—Unverified
4M3SNetPSNR31.49—Unverified
5MAXIM-3SSSIM0.96—Unverified
#ModelMetricClaimedVerifiedStatus
1Hi-IR-LPSNR31.64—Unverified
2M3SNetPSNR31.49—Unverified
3MHNetPSNR30.71—Unverified
#ModelMetricClaimedVerifiedStatus
1EVSSMPSNR34.15—Unverified
#ModelMetricClaimedVerifiedStatus
1EVSSMPSNR41.04—Unverified
#ModelMetricClaimedVerifiedStatus
1SDWNetPSNR35.85—Unverified
#ModelMetricClaimedVerifiedStatus
1EVSSMPSNR48.78—Unverified