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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 101–110 of 364 papers

Title	Date	Tasks	Status	Hype
Enhancing Protein Predictive Models via Proteins Data Augmentation: A Benchmark and New Directions	Mar 1, 2024	Data AugmentationSaliency Detection	—Unverified	0
Joint Attention-Guided Feature Fusion Network for Saliency Detection of Surface Defects	Feb 5, 2024	Defect DetectionSaliency Detection	—Unverified	0
A Saliency Enhanced Feature Fusion based multiscale RGB-D Salient Object Detection Network	Jan 22, 2024	object-detectionObject Detection	—Unverified	0
A Volumetric Saliency Guided Image Summarization for RGB-D Indoor Scene Classification	Jan 19, 2024	Saliency DetectionScene Classification	—Unverified	0
SASA: Saliency-Aware Self-Adaptive Snapshot Compressive Imaging	Dec 30, 2023	Saliency Detection	CodeCode Available	0
HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping	Dec 29, 2023	ObjectObject Discovery	—Unverified	0
An Integrated System for Spatio-Temporal Summarization of 360-degrees Videos	Dec 5, 2023	Saliency DetectionVideo Saliency Detection	CodeCode Available	0
Viewport Prediction for Volumetric Video Streaming by Exploring Video Saliency and Trajectory Information	Nov 28, 2023	Mixed RealityPrediction	—Unverified	0
All in One: RGB, RGB-D, and RGB-T Salient Object Detection	Nov 23, 2023	Allobject-detection	—Unverified	0
Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReID	Oct 24, 2023	Auxiliary LearningDomain Generalization	—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