Salient Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 476–500 of 527 papers

Title	Date	Tasks	Status
Learning to Detect Salient Objects With Image-Level Supervision	Jul 1, 2017	Objectobject-detection	—Unverified
Deep Level Sets for Salient Object Detection	Jul 1, 2017	Objectobject-detection	—Unverified
Non-Local Deep Features for Salient Object Detection	Jul 1, 2017	Objectobject-detection	CodeCode Available
What Is and What Is Not a Salient Object? Learning Salient Object Detector by Ensembling Linear Exemplar Regressors	Jul 1, 2017	Objectobject-detection	—Unverified
Co-salient Object Detection Based on Deep Saliency Networks and Seed Propagation over an Integrated Graph	Jun 29, 2017	Co-Salient Object Detectionobject-detection	—Unverified
Integrated Deep and Shallow Networks for Salient Object Detection	Jun 2, 2017	Objectobject-detection	—Unverified
Salient Object Detection with Semantic Priors	May 23, 2017	Objectobject-detection	—Unverified
Learning RGB-D Salient Object Detection using background enclosure, depth contrast, and top-down features	May 10, 2017	Objectobject-detection	—Unverified
Exploiting Color Name Space for Salient Object Detection	Mar 27, 2017	Objectobject-detection	—Unverified
RGB-D Salient Object Detection Based on Discriminative Cross-modal Transfer Learning	Mar 1, 2017	object-detectionObject Detection	—Unverified
Video Salient Object Detection via Fully Convolutional Networks	Feb 2, 2017	Data AugmentationObject	—Unverified
Hierarchical Salient Object Detection for Assisted Grasping	Jan 16, 2017	ClusteringObject	—Unverified
Salient Object Detection with Convex Hull Overlap	Dec 10, 2016	Objectobject-detection	—Unverified
Multi-Scale Saliency Detection using Dictionary Learning	Nov 19, 2016	Dictionary LearningGeneral Classification	—Unverified
Backtracking Spatial Pyramid Pooling (SPP)-based Image Classifier for Weakly Supervised Top-down Salient Object Detection	Nov 16, 2016	object-detectionObject Detection	—Unverified
A Benchmark Dataset and Saliency-guided Stacked Autoencoders for Video-based Salient Object Detection	Nov 1, 2016	BenchmarkingObject	—Unverified
Probabilistic Saliency Estimation	Sep 13, 2016	Objectobject-detection	—Unverified
Edge Preserving and Multi-Scale Contextual Neural Network for Salient Object Detection	Aug 29, 2016	Objectobject-detection	—Unverified
Salient Object Subitizing	Jul 26, 2016	Image RetrievalObject	—Unverified
RGBD Salient Object Detection via Deep Fusion	Jul 12, 2016	Objectobject-detection	—Unverified
DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection	Jun 1, 2016	Objectobject-detection	—Unverified
Unconstrained Salient Object Detection via Proposal Subset Optimization	Jun 1, 2016	Objectobject-detection	CodeCode Available
Real-Time Salient Object Detection With a Minimum Spanning Tree	Jun 1, 2016	Objectobject-detection	CodeCode Available
Local Background Enclosure for RGB-D Salient Object Detection	Jun 1, 2016	Objectobject-detection	—Unverified
A Classifier-guided Approach for Top-down Salient Object Detection	Apr 22, 2016	ClassificationGeneral Classification	—Unverified

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All datasets ECSSD PASCAL-S HKU-IS DUT-OMRON DUTS-TE SOD

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	SAM2-UNet	S-measure	0.95	—	Unverified
2	FOCUS	S-measure	0.94	—	Unverified
3	SelfReformer-Swin	S-measure	0.94	—	Unverified
4	EVPv2	S-measure	0.94	—	Unverified
5	SelfReformer	S-measure	0.94	—	Unverified
6	EVPv1	S-measure	0.94	—	Unverified
7	LDF(ours)	S-measure	0.92	—	Unverified
8	F3Net	S-measure	0.92	—	Unverified
9	RCSB	S-measure	0.92	—	Unverified
10	F3Net	S-measure	0.92	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FOCUS	S-measure	0.9	—	Unverified
2	SAM2-UNet	S-measure	0.89	—	Unverified
3	EVPv2	S-measure	0.88	—	Unverified
4	EVPv1	S-measure	0.88	—	Unverified
5	SelfReformer-Swin	S-measure	0.88	—	Unverified
6	SelfReformer	S-measure	0.87	—	Unverified
7	LDF(ours)	S-measure	0.86	—	Unverified
8	RCSB	S-measure	0.85	—	Unverified
9	F3Net	S-measure	0.85	—	Unverified
10	F3Net	S-measure	0.83	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SAM2-UNet	S-measure	0.94	—	Unverified
2	FOCUS	S-measure	0.94	—	Unverified
3	SelfReformer-Swin	S-measure	0.93	—	Unverified
4	EVPv1	S-measure	0.93	—	Unverified
5	SelfReformer	S-measure	0.93	—	Unverified
6	LDF	S-measure	0.92	—	Unverified
7	RCSB	S-measure	0.92	—	Unverified
8	F3Net	S-measure	0.92	—	Unverified
9	U2Net	MAE	0.03	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SAM2-UNet	S-measure	0.88	—	Unverified
2	FOCUS	S-measure	0.87	—	Unverified
3	EVPv2	S-measure	0.86	—	Unverified
4	SelfReformer-Swin	S-measure	0.86	—	Unverified
5	SelfReformer	S-measure	0.86	—	Unverified
6	F3Net	S-measure	0.84	—	Unverified
7	LDF	S-measure	0.84	—	Unverified
8	RCSB	S-measure	0.82	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SAM2-UNet	Smeasure	0.93	—	Unverified
2	FOCUS	Smeasure	0.93	—	Unverified
3	SelfReformer-Swin	Smeasure	0.92	—	Unverified
4	EVPv2	Smeasure	0.92	—	Unverified
5	SelfReformer	Smeasure	0.91	—	Unverified
6	LDF(ResNet-50)	Smeasure	0.89	—	Unverified
7	F3Net	Smeasure	0.89	—	Unverified
8	RCSB	Smeasure	0.88	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	U2-Net+	Fwβ	0.7	—	Unverified