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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 121–130 of 364 papers

Title	Date	Tasks	Status	Hype	Score
Deep Edge-Aware Saliency Detection	Aug 15, 2017	DescriptiveSaliency Detection	CodeCode Available	0	5
DeepCO3: Deep Instance Co-Segmentation by Co-Peak Search and Co-Saliency Detection	Jun 1, 2019	Co-Salient Object DetectionSaliency Detection	CodeCode Available	0	5
Perceptual Quality Assessment of Virtual Reality Videos in the Wild	Jun 13, 2022	Saliency DetectionVideo Quality Assessment	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
Learning to Promote Saliency Detectors	Jun 1, 2018	Saliency DetectionSmall Data Image Classification	CodeCode Available	0	5
A Stagewise Refinement Model for Detecting Salient Objects in Images	Oct 1, 2017	object-detectionObject Detection	CodeCode Available	0	5
A Comprehensive Survey on Video Saliency Detection with Auditory Information: the Audio-visual Consistency Perceptual is the Key!	Jun 20, 2022	Saliency DetectionVideo Saliency Detection	CodeCode Available	0	5
Improving Landmark Recognition using Saliency detection and Feature classification	Nov 30, 2018	ClassificationGeneral Classification	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
Hierarchical Cellular Automata for Visual Saliency	May 26, 2017	Saliency Detection	CodeCode Available	0	5

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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