Salient Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 426–450 of 527 papers

Title	Date	Tasks	Status
Salient Object Detection via High-to-Low Hierarchical Context Aggregation	Dec 28, 2018	object-detectionObject Detection	—Unverified
Selectivity or Invariance: Boundary-aware Salient Object Detection	Dec 25, 2018	Objectobject-detection	—Unverified
PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency Detection	Dec 15, 2018	object-detectionObject Detection	CodeCode Available
Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning	Nov 27, 2018	Decision MakingDecoder	—Unverified
Super Diffusion for Salient Object Detection	Nov 22, 2018	ClusteringObject	—Unverified
Salient Object Detection in Video using Deep Non-Local Neural Networks	Oct 16, 2018	object-detectionObject Detection	—Unverified
Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks	Oct 3, 2018	Objectobject-detection	—Unverified
Boundary-guided Feature Aggregation Network for Salient Object Detection	Sep 28, 2018	Depth EstimationObject	—Unverified
Sequential Clique Optimization for Video Object Segmentation	Sep 1, 2018	Objectobject-detection	—Unverified
Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection	Sep 1, 2018	GPUObject	—Unverified
Reverse Attention for Salient Object Detection	Jul 26, 2018	Objectobject-detection	CodeCode Available
Object Detection with Deep Learning: A Review	Jul 15, 2018	Deep LearningFace Detection	—Unverified
Video Saliency Detection by 3D Convolutional Neural Networks	Jul 12, 2018	Objectobject-detection	—Unverified
An Integration of Bottom-up and Top-Down Salient Cues on RGB-D Data: Saliency from Objectness vs. Non-Objectness	Jul 4, 2018	Objectobject-detection	—Unverified
Hyperspectral Image Dataset for Benchmarking on Salient Object Detection	Jun 29, 2018	BenchmarkingObject	CodeCode Available
Context Proposals for Saliency Detection	Jun 27, 2018	Objectobject-detection	—Unverified
Flow Guided Recurrent Neural Encoder for Video Salient Object Detection	Jun 1, 2018	Objectobject-detection	—Unverified
Progressive Attention Guided Recurrent Network for Salient Object Detection	Jun 1, 2018	Objectobject-detection	CodeCode Available
A Bi-Directional Message Passing Model for Salient Object Detection	Jun 1, 2018	object-detectionObject Detection	—Unverified
Detect Globally, Refine Locally: A Novel Approach to Saliency Detection	Jun 1, 2018	object-detectionObject Detection	—Unverified
Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object Detection	Jun 1, 2018	object-detectionObject Detection	CodeCode Available
Coarse-to-Fine Salient Object Detection with Low-Rank Matrix Recovery	May 21, 2018	object-detectionObject Detection	—Unverified
Optimizing the F-measure for Threshold-free Salient Object Detection	May 19, 2018	object-detectionObject Detection	—Unverified
Exploiting the Value of the Center-dark Channel Prior for Salient Object Detection	May 14, 2018	object-detectionObject Detection	—Unverified
HyperFusion-Net: Densely Reflective Fusion for Salient Object Detection	Apr 14, 2018	object-detectionObject 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