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Saliency Detection

Saliency Detection is a preprocessing step in computer vision which aims at finding salient objects in an image.

Source: An Unsupervised Game-Theoretic Approach to Saliency Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 131–140 of 364 papers

Title	Date	Tasks	Status	Hype	Score
Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation	Sep 9, 2019	Multi-Task LearningSaliency Detection	CodeCode Available	0	5
Copy-Move Detection in Optical Microscopy: A Segmentation Network and A Dataset	Dec 13, 2024	object-detectionObject Detection	CodeCode Available	0	5
Improving Landmark Recognition using Saliency detection and Feature classification	Nov 30, 2018	ClassificationGeneral Classification	CodeCode Available	0	5
Hyperspectral Image Dataset for Benchmarking on Salient Object Detection	Jun 29, 2018	BenchmarkingObject	CodeCode Available	0	5
Inner and Inter Label Propagation: Salient Object Detection in the Wild	May 27, 2015	Computational Efficiencyobject-detection	CodeCode Available	0	5
Joint Semantic Mining for Weakly Supervised RGB-D Salient Object Detection	Dec 1, 2021	object-detectionObject Detection	CodeCode Available	0	5
Motion Guided Attention for Video Salient Object Detection	Sep 16, 2019	Objectobject-detection	CodeCode Available	0	5
Revisiting Saliency Metrics: Farthest-Neighbor Area Under Curve	Feb 24, 2020	QuantizationSaliency Detection	CodeCode Available	0	5
Geodesic-based Salient Object Detection	Feb 26, 2013	Objectobject-detection	—Unverified	0	0
Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection	Feb 13, 2021	ArticlesClustering	—Unverified	0	0

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All datasets DUT-OMRON HKU-IS CAT2000 DUTS-test ECSSD PASCAL Context PASCAL-S

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	UCF	MAE	0.12	—	Unverified
2	U2-Net+	MAE	0.06	—	Unverified
3	U2-Net	MAE	0.05	—	Unverified
4	LDF(ours)	MAE	0.05	—	Unverified
5	Pyramid Feature Attention	MAE	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	U2-Net+	MAE	0.04	—	Unverified
2	Pyramid Feature Attention	MAE	0.03	—	Unverified
3	LDF(ours)	MAE	0.03	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SUM	AUC	0.89	—	Unverified
2	EYMOL	AUC	0.83	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Pyramid Feature Attention	MAE	0.04	—	Unverified
2	PFAN [zhao2019pyramid] (+) PRN	MAE	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Pyramid Feature Attention	MAE	0.03	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	InvPT	max_F1	84.81	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Pyramid Feature Attention	MAE	0.07	—	Unverified