Salient Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 376–400 of 527 papers

Title	Date	Tasks	Status	Hype
CAGNet: Content-Aware Guidance for Salient Object Detection	Nov 29, 2019	Objectobject-detection	CodeCode Available	1
F3Net: Fusion, Feedback and Focus for Salient Object Detection	Nov 26, 2019	Camouflaged Object SegmentationDichotomous Image Segmentation	CodeCode Available	1
Progressive Feature Polishing Network for Salient Object Detection	Nov 14, 2019	Objectobject-detection	CodeCode Available	0
ANDA: A Novel Data Augmentation Technique Applied to Salient Object Detection	Oct 3, 2019	Data AugmentationImage Augmentation	CodeCode Available	0
EGNet: Edge Guidance Network for Salient Object Detection	Oct 1, 2019	Camouflaged Object SegmentationCo-Salient Object Detection	CodeCode Available	0
Stacked Cross Refinement Network for Edge-Aware Salient Object Detection	Oct 1, 2019	AttributeEdge Detection	CodeCode Available	0
Employing Deep Part-Object Relationships for Salient Object Detection	Oct 1, 2019	Objectobject-detection	CodeCode Available	0
DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision	Sep 28, 2019	object-detectionObject Detection	—Unverified	0
CNN-based RGB-D Salient Object Detection: Learn, Select and Fuse	Sep 20, 2019	object-detectionObject Detection	—Unverified	0
Exploring Reciprocal Attention for Salient Object Detection by Cooperative Learning	Sep 18, 2019	Multi-Task Learningobject-detection	—Unverified	0
Masking Salient Object Detection, a Mask Region-based Convolutional Neural Network Analysis for Segmentation of Salient Objects	Sep 17, 2019	object-detectionObject Detection	—Unverified	0
Motion Guided Attention for Video Salient Object Detection	Sep 16, 2019	Objectobject-detection	CodeCode Available	0
Distortion-adaptive Salient Object Detection in 360^ Omnidirectional Images	Sep 11, 2019	Benchmarkingobject-detection	—Unverified	0
Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection	Sep 10, 2019	object-detectionObject Detection	CodeCode Available	0
EGNet:Edge Guidance Network for Salient Object Detection	Aug 22, 2019	Objectobject-detection	CodeCode Available	0
Towards High-Resolution Salient Object Detection	Aug 20, 2019	Objectobject-detection	CodeCode Available	0
Semi-Supervised Video Salient Object Detection Using Pseudo-Labels	Aug 12, 2019	object-detectionRGB Salient Object Detection	CodeCode Available	0
Edge-guided Non-local Fully Convolutional Network for Salient Object Detection	Aug 7, 2019	object-detectionObject Detection	—Unverified	0
OGNet: Salient Object Detection with Output-guided Attention Module	Jul 17, 2019	Objectobject-detection	—Unverified	0
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks	Jul 15, 2019	GPUObject	CodeCode Available	1
Region Refinement Network for Salient Object Detection	Jun 27, 2019	Objectobject-detection	—Unverified	0
Nested Network with Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images	Jun 20, 2019	DecoderObject	—Unverified	0
Attentive Feedback Network for Boundary-Aware Salient Object Detection	Jun 1, 2019	Objectobject-detection	CodeCode Available	0
Learning Instance Activation Maps for Weakly Supervised Instance Segmentation	Jun 1, 2019	Image-level Supervised Instance SegmentationInstance Segmentation	—Unverified	0
An Iterative and Cooperative Top-Down and Bottom-Up Inference Network for Salient Object Detection	Jun 1, 2019	object-detectionObject Detection	—Unverified	0

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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