SOTAVerified

Defocus Blur Detection

Papers

Showing 115 of 15 papers

TitleStatusHype
FOCUS: Towards Universal Foreground SegmentationCode2
Equipping Computational Pathology Systems with Artifact Processing Pipelines: A Showcase for Computation and Performance Trade-offsCode0
Are you sure it’s an artifact? Artifact detection and uncertainty quantification in histological imagesCode0
Depth and DOF Cues Make A Better Defocus Blur DetectorCode1
Explicit Visual Prompting for Universal Foreground SegmentationsCode2
Explicit Visual Prompting for Low-Level Structure SegmentationsCode2
Distill-DBDGAN: Knowledge Distillation and Adversarial Learning Framework for Defocus Blur DetectionCode0
Self-Generated Defocus Blur Detection via Dual Adversarial DiscriminatorsCode1
Defocus Blur Detection via Salient Region Detection Prior0
Rethinking the Defocus Blur Detection Problem and A Real-Time Deep DBD Model0
Defocus Blur Detection via Depth DistillationCode1
DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Multi-Scale Deep Features0
Enhancing Diversity of Defocus Blur Detectors via Cross-Ensemble Network0
Defocus Blur Detection via Multi-Stream Bottom-Top-Bottom Fully Convolutional Network0
Just Noticeable Defocus Blur Detection and Estimation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Distill-DBDGANMean absolute error0.04Unverified
2D-DFFNetMAE0.04Unverified
#ModelMetricClaimedVerifiedStatus
1D-DFFNetIoU0.88Unverified
#ModelMetricClaimedVerifiedStatus
1Distill-DBDGANMean absolute error0.07Unverified
#ModelMetricClaimedVerifiedStatus
1D-DFFNetMAE0.08Unverified
#ModelMetricClaimedVerifiedStatus
1Distill-DBDGANMean absolute error0.07Unverified