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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
Towards Accurate RGB-D Saliency Detection with Complementary Attention and Adaptive Integration	Feb 8, 2021	Saliency Detection	—Unverified	0
Weakly-Supervised Saliency Detection via Salient Object Subitizing	Jan 4, 2021	Objectobject-detection	—Unverified	0
Scene Context-Aware Salient Object Detection	Jan 1, 2021	Objectobject-detection	CodeCode Available	1
Light Field Saliency Detection With Dual Local Graph Learning and Reciprocative Guidance	Jan 1, 2021	AllGraph Learning	—Unverified	0
DUT-LFSaliency: Versatile Dataset and Light Field-to-RGB Saliency Detection	Dec 30, 2020	Saliency Detection	—Unverified	0
Trajectory saliency detection using consistency-oriented latent codes from a recurrent auto-encoder	Dec 17, 2020	Saliency Detection	—Unverified	0
DS-Net: Dynamic Spatiotemporal Network for Video Salient Object Detection	Dec 9, 2020	Decoderobject-detection	CodeCode Available	1
ICNet: Intra-saliency Correlation Network for Co-Saliency Detection	Dec 1, 2020	Saliency Detection	CodeCode Available	1
EF-Net: A novel enhancement and fusion network for RGB-D saliency detection	Nov 4, 2020	object-detectionObject Detection	CodeCode Available	0
AI Marker-based Large-scale AI Literature Mining	Nov 1, 2020	ClusteringLiterature Mining	—Unverified	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