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Defocus Blur Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 11–15 of 15 papers

Title	Date	Tasks	Status	Hype
Defocus Blur Detection via Depth Distillation	Jul 16, 2020	DecoderDefocus Blur Detection	CodeCode Available	1
DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Multi-Scale Deep Features	Jun 1, 2019	Defocus Blur DetectionDefocus Estimation	—Unverified	0
Enhancing Diversity of Defocus Blur Detectors via Cross-Ensemble Network	Jun 1, 2019	Defocus Blur DetectionDefocus Estimation	—Unverified	0
Defocus Blur Detection via Multi-Stream Bottom-Top-Bottom Fully Convolutional Network	Jun 1, 2018	Defocus Blur DetectionDefocus Estimation	—Unverified	0
Just Noticeable Defocus Blur Detection and Estimation	Jun 1, 2015	Defocus Blur Detection	—Unverified	0

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All datasets CUHK CTCUG DUT EBD SZU blur detection

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Distill-DBDGAN	Mean absolute error	0.04	—	Unverified
2	D-DFFNet	MAE	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	D-DFFNet	IoU	0.88	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distill-DBDGAN	Mean absolute error	0.07	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	D-DFFNet	MAE	0.08	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distill-DBDGAN	Mean absolute error	0.07	—	Unverified