Salient Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 501–527 of 527 papers

Title	Date	Tasks	Status
Deep Contrast Learning for Salient Object Detection	Mar 7, 2016	Objectobject-detection	—Unverified
Generic Promotion of Diffusion-Based Salient Object Detection	Dec 1, 2015	ClusteringObject	—Unverified
Minimum Barrier Salient Object Detection at 80 FPS	Dec 1, 2015	Objectobject-detection	—Unverified
HARF: Hierarchy-Associated Rich Features for Salient Object Detection	Dec 1, 2015	Objectobject-detection	—Unverified
DISC: Deep Image Saliency Computing via Progressive Representation Learning	Nov 13, 2015	object-detectionObject Detection	—Unverified
Improvised Salient Object Detection and Manipulation	Nov 10, 2015	Objectobject-detection	—Unverified
DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection	Oct 19, 2015	Image SegmentationMulti-Task Learning	—Unverified
STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation	Sep 10, 2015	object-detectionObject Detection	CodeCode Available
LCNN: Low-level Feature Embedded CNN for Salient Object Detection	Aug 17, 2015	object-detectionObject Detection	CodeCode Available
Salient Object Detection via Objectness Measure	Jun 24, 2015	Objectobject-detection	—Unverified
Saliency Detection by Multi-Context Deep Learning	Jun 1, 2015	Deep Learningimage-classification	—Unverified
Encoding Based Saliency Detection for Videos and Images	Jun 1, 2015	Action DetectionActivity Detection	—Unverified
Salient Object Detection via Bootstrap Learning	Jun 1, 2015	Objectobject-detection	—Unverified
Salient Object Detection via Augmented Hypotheses	May 29, 2015	Objectobject-detection	—Unverified
Inner and Inter Label Propagation: Salient Object Detection in the Wild	May 27, 2015	Computational Efficiencyobject-detection	CodeCode Available
Salient Structure Detection by Context-Guided Visual Search	May 17, 2015	Bayesian InferenceObject	—Unverified
Weakly Supervised Learning for Salient Object Detection	Jan 29, 2015	Objectobject-detection	—Unverified
On the Distribution of Salient Objects in Web Images and its Influence on Salient Object Detection	Jan 10, 2015	Objectobject-detection	—Unverified
Salient Object Detection: A Benchmark	Jan 5, 2015	BenchmarkingObject	—Unverified
What is a salient object? A dataset and a baseline model for salient object detection	Dec 8, 2014	Objectobject-detection	—Unverified
Salient Object Detection: A Survey	Nov 18, 2014	Objectobject-detection	—Unverified
Salient Object Detection: A Discriminative Regional Feature Integration Approach	Oct 22, 2014	Image SegmentationObject	—Unverified
How to Evaluate Foreground Maps?	Jun 1, 2014	object-detectionObject Detection	—Unverified
Learning Optimal Seeds for Diffusion-based Salient Object Detection	Jun 1, 2014	Objectobject-detection	—Unverified
Saliency Optimization from Robust Background Detection	Jun 1, 2014	object-detectionObject Detection	—Unverified
Contextual Hypergraph Modelling for Salient Object Detection	Oct 22, 2013	Objectobject-detection	—Unverified
Geodesic-based Salient Object Detection	Feb 26, 2013	Objectobject-detection	—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	EVPv1	S-measure	0.94	—	Unverified
5	EVPv2	S-measure	0.94	—	Unverified
6	SelfReformer	S-measure	0.94	—	Unverified
7	F3Net	S-measure	0.92	—	Unverified
8	LDF(ours)	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	F3Net	S-measure	0.85	—	Unverified
9	RCSB	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	LDF	S-measure	0.84	—	Unverified
7	F3Net	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