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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 201–210 of 364 papers

Title	Date	Tasks	Status	Hype
Towards High-Resolution Salient Object Detection	Aug 20, 2019	Objectobject-detection	CodeCode Available	0
In defense of OSVOS	Aug 19, 2019	Depth EstimationObject	—Unverified	0
TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection	Aug 15, 2019	DecoderSaliency Detection	CodeCode Available	0
Contour Loss: Boundary-Aware Learning for Salient Object Segmentation	Aug 6, 2019	GPUObject	—Unverified	0
Region Refinement Network for Salient Object Detection	Jun 27, 2019	Objectobject-detection	—Unverified	0
Saliency Detection With Fully Convolutional Neural Network	Jun 24, 2019	ColorizationSaliency Detection	—Unverified	0
Light Field Saliency Detection with Deep Convolutional Networks	Jun 19, 2019	BenchmarkingSaliency Detection	CodeCode Available	0
Gravitational Laws of Focus of Attention	Jun 4, 2019	PredictionSaliency Detection	CodeCode Available	0
Learning to Explore Intrinsic Saliency for Stereoscopic Video	Jun 1, 2019	Saliency DetectionSaliency Prediction	—Unverified	0
Orthogonal Decomposition Network for Pixel-Wise Binary Classification	Jun 1, 2019	Binary ClassificationClassification	—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