Salient Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 376–400 of 527 papers

Title	Date	Tasks	Status
A Fixation-based 360° Benchmark Dataset for Salient Object Detection	Jan 22, 2020	object-detectionObject Detection	CodeCode Available
Depthwise Non-local Module for Fast Salient Object Detection Using a Single Thread	Jan 22, 2020	CPUimage-classification	—Unverified
Reverse Attention-Based Residual Network for Salient Object Detection	Jan 22, 2020	Objectobject-detection	CodeCode Available
Neural ODEs for Image Segmentation with Level Sets	Dec 25, 2019	Deep LearningImage Segmentation	—Unverified
cmSalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial Networks	Dec 21, 2019	Edge DetectionGenerative Adversarial Network	CodeCode Available
Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss	Dec 18, 2019	GPUobject-detection	CodeCode Available
Boundary-Aware Salient Object Detection via Recurrent Two-Stream Guided Refinement Network	Dec 11, 2019	object-detectionObject Detection	—Unverified
SaLite : A light-weight model for salient object detection	Dec 8, 2019	Anomaly DetectionDecoder	CodeCode Available
DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision	Dec 1, 2019	object-detectionObject Detection	—Unverified
Memory-oriented Decoder for Light Field Salient Object Detection	Dec 1, 2019	Decoderobject-detection	CodeCode Available
Progressive Feature Polishing Network for Salient Object Detection	Nov 14, 2019	Objectobject-detection	CodeCode Available
ANDA: A Novel Data Augmentation Technique Applied to Salient Object Detection	Oct 3, 2019	Data AugmentationImage Augmentation	CodeCode Available
Stacked Cross Refinement Network for Edge-Aware Salient Object Detection	Oct 1, 2019	AttributeEdge Detection	CodeCode Available
EGNet: Edge Guidance Network for Salient Object Detection	Oct 1, 2019	Camouflaged Object SegmentationCo-Salient Object Detection	CodeCode Available
Employing Deep Part-Object Relationships for Salient Object Detection	Oct 1, 2019	Objectobject-detection	CodeCode Available
DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision	Sep 28, 2019	object-detectionObject Detection	—Unverified
CNN-based RGB-D Salient Object Detection: Learn, Select and Fuse	Sep 20, 2019	object-detectionObject Detection	—Unverified
Exploring Reciprocal Attention for Salient Object Detection by Cooperative Learning	Sep 18, 2019	Multi-Task Learningobject-detection	—Unverified
Masking Salient Object Detection, a Mask Region-based Convolutional Neural Network Analysis for Segmentation of Salient Objects	Sep 17, 2019	object-detectionObject Detection	—Unverified
Motion Guided Attention for Video Salient Object Detection	Sep 16, 2019	Objectobject-detection	CodeCode Available
Distortion-adaptive Salient Object Detection in 360^ Omnidirectional Images	Sep 11, 2019	Benchmarkingobject-detection	—Unverified
Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection	Sep 10, 2019	object-detectionObject Detection	CodeCode Available
EGNet:Edge Guidance Network for Salient Object Detection	Aug 22, 2019	Objectobject-detection	CodeCode Available
Towards High-Resolution Salient Object Detection	Aug 20, 2019	Objectobject-detection	CodeCode Available
Semi-Supervised Video Salient Object Detection Using Pseudo-Labels	Aug 12, 2019	object-detectionRGB Salient Object Detection	CodeCode Available

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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