Salient Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 326–350 of 527 papers

Title	Date	Tasks	Status	Hype
Recursive Multi-model Complementary Deep Fusion forRobust Salient Object Detection via Parallel Sub Networks	Aug 7, 2020	Diversityobject-detection	CodeCode Available	0
Depth Quality Aware Salient Object Detection	Aug 7, 2020	Objectobject-detection	CodeCode Available	1
A Deeper Look at Salient Object Detection: Bi-stream Network with a Small Training Dataset	Aug 7, 2020	4kobject-detection	—Unverified	0
A Novel Video Salient Object Detection Method via Semi-supervised Motion Quality Perception	Aug 7, 2020	object-detectionObject Detection	CodeCode Available	0
Knowing Depth Quality In Advance: A Depth Quality Assessment Method For RGB-D Salient Object Detection	Aug 7, 2020	object-detectionObject Detection	CodeCode Available	0
Cascade Graph Neural Networks for RGB-D Salient Object Detection	Aug 7, 2020	Objectobject-detection	CodeCode Available	1
Exploring Rich and Efficient Spatial Temporal Interactions for Real Time Video Salient Object Detection	Aug 7, 2020	object-detectionObject Detection	CodeCode Available	1
BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network	Aug 1, 2020	object-detectionObject Detection	CodeCode Available	1
RGB-D Salient Object Detection: A Survey	Aug 1, 2020	AttributeObject	CodeCode Available	1
Exploring Image Enhancement for Salient Object Detection in Low Light Images	Jul 31, 2020	Image EnhancementObject	—Unverified	0
Accurate RGB-D Salient Object Detection via Collaborative Learning	Jul 23, 2020	Objectobject-detection	CodeCode Available	1
TENet: Triple Excitation Network for Video Salient Object Detection	Jul 20, 2020	Objectobject-detection	—Unverified	0
Multi-scale Interactive Network for Salient Object Detection	Jul 17, 2020	DecoderObject	CodeCode Available	1
Suppress and Balance: A Simple Gated Network for Salient Object Detection	Jul 16, 2020	DecoderDichotomous Image Segmentation	CodeCode Available	1
A Single Stream Network for Robust and Real-time RGB-D Salient Object Detection	Jul 14, 2020	Decoderobject-detection	CodeCode Available	1
RGB-D Salient Object Detection with Cross-Modality Modulation and Selection	Jul 14, 2020	feature selectionobject-detection	CodeCode Available	1
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection	Jul 13, 2020	object-detectionRGB-D Salient Object Detection	CodeCode Available	1
Multi-level Cross-modal Interaction Network for RGB-D Salient Object Detection	Jul 10, 2020	object-detectionObject Detection	—Unverified	0
Cross-Modal Weighting Network for RGB-D Salient Object Detection	Jul 9, 2020	object-detectionObject Detection	CodeCode Available	1
Re-thinking Co-Salient Object Detection	Jul 7, 2020	BenchmarkingCo-Salient Object Detection	CodeCode Available	1
RGBT Salient Object Detection: A Large-scale Dataset and Benchmark	Jul 7, 2020	Objectobject-detection	CodeCode Available	1
Bifurcated backbone strategy for RGB-D salient object detection	Jul 6, 2020	Objectobject-detection	CodeCode Available	1
Multi-interactive Encoder-decoder Network for RGBT Salient Object Detection	Jun 5, 2020	Decoderobject-detection	CodeCode Available	1
Taking a Deeper Look at Co-Salient Object Detection	Jun 1, 2020	BenchmarkingCo-Salient Object Detection	CodeCode Available	1
A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object Detection	Jun 1, 2020	object-detectionObject Detection	CodeCode Available	1

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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