Salient Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 326–350 of 527 papers

Title	Date	Tasks	Status
PAANet:Visual Perception based Four-stage Framework for Salient Object Detection using High-order Contrast Operator	Nov 16, 2022	object-detectionObject Detection	—Unverified
Panoramic Video Salient Object Detection with Ambisonic Audio Guidance	Nov 26, 2022	Objectobject-detection	—Unverified
Perception-and-Regulation Network for Salient Object Detection	Jul 27, 2021	Objectobject-detection	—Unverified
Pixel is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection	Dec 13, 2022	Active LearningAdversarial Attack	—Unverified
Pluralistic Salient Object Detection	Sep 4, 2024	Mixture-of-ExpertsObject	—Unverified
Position-Aware Relation Learning for RGB-Thermal Salient Object Detection	Sep 21, 2022	DecoderObject	—Unverified
Probabilistic Saliency Estimation	Sep 13, 2016	Objectobject-detection	—Unverified
Progressive Multi-scale Fusion Network for RGB-D Salient Object Detection	Jun 7, 2021	object-detectionObject Detection	—Unverified
PSFormer: Point Transformer for 3D Salient Object Detection	Oct 28, 2022	DecoderObject	—Unverified
PSNet: Parallel Symmetric Network for Video Salient Object Detection	Oct 12, 2022	Objectobject-detection	—Unverified
Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection	Sep 1, 2018	GPUObject	—Unverified
Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning	Nov 27, 2018	Decision MakingDecoder	—Unverified
Receptive Field Broadening and Boosting for Salient Object Detection	Oct 15, 2021	Objectobject-detection	—Unverified
Reframe Anything: LLM Agent for Open World Video Reframing	Mar 10, 2024	object-detectionObject Detection	—Unverified
Region Refinement Network for Salient Object Detection	Jun 27, 2019	Objectobject-detection	—Unverified
Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks	Oct 3, 2018	Objectobject-detection	—Unverified
Rethinking Lightweight Salient Object Detection via Network Depth-Width Tradeoff	Jan 17, 2023	Decoderobject-detection	—Unverified
Rethinking of the Image Salient Object Detection: Object-level Semantic Saliency Re-ranking First, Pixel-wise Saliency Refinement Latter	Aug 10, 2020	Objectobject-detection	—Unverified
Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects	Mar 14, 2018	Objectobject-detection	—Unverified
RGB-D Salient Object Detection Based on Discriminative Cross-modal Transfer Learning	Mar 1, 2017	object-detectionObject Detection	—Unverified
RGBD Salient Object Detection via Deep Fusion	Jul 12, 2016	Objectobject-detection	—Unverified
RGB-D Salient Object Detection with Ubiquitous Target Awareness	Sep 8, 2021	Objectobject-detection	—Unverified
Richer and Deeper Supervision Network for Salient Object Detection	Jan 8, 2019	Objectobject-detection	—Unverified
Robust Saliency Detection via Fusing Foreground and Background Priors	Nov 1, 2017	object-detectionObject Detection	—Unverified
Robust Salient Object Detection on Compressed Images Using Convolutional Neural Networks	Sep 20, 2024	Benchmarkingobject-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	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