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Salient Object Detection

Papers

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Showing 201–250 of 527 papers

TitleStatusHype
Instance-Level Relative Saliency Ranking with Graph Reasoning—0
Decomposed Guided Dynamic Filters for Efficient RGB-Guided Depth Completion—0
Automated Design of Salient Object Detection Algorithms with Brain Programming—0
Multi-level Cellular Automata for FLIM networks—0
Multi-Source Uncertainty Mining for Deep Unsupervised Saliency Detection—0
Improvised Salient Object Detection and Manipulation—0
Improving Unsupervised Video Object Segmentation via Fake Flow Generation—0
All in One: RGB, RGB-D, and RGB-T Salient Object Detection—0
MSDNN: Multi-Scale Deep Neural Network for Salient Object Detection—0
HyperFusion-Net: Densely Reflective Fusion for Salient Object Detection—0
A Unified Structure for Efficient RGB and RGB-D Salient Object Detection—0
How to Evaluate Foreground Maps?—0
Adaptive Graph Convolution Module for Salient Object Detection—0
HODINet: High-Order Discrepant Interaction Network for RGB-D Salient Object Detection—0
Cross-layer Feature Pyramid Network for Salient Object Detection—0
Modeling the Distributional Uncertainty for Salient Object Detection Models—0
CSDNet: Detect Salient Object in Depth-Thermal via A Lightweight Cross Shallow and Deep Perception Network—0
Hierarchical Salient Object Detection for Assisted Grasping—0
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement—0
Hierarchical Cross-modal Transformer for RGB-D Salient Object Detection—0
HiDAnet: RGB-D Salient Object Detection via Hierarchical Depth Awareness—0
iNAS: Integral NAS for Device-Aware Salient Object Detection—0
CoSformer: Detecting Co-Salient Object with Transformers—0
Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation—0
HARF: Hierarchy-Associated Rich Features for Salient Object Detection—0
Integrated Deep and Shallow Networks for Salient Object Detection—0
Interactive Context-Aware Network for RGB-T Salient Object Detection—0
CosalPure: Learning Concept from Group Images for Robust Co-Saliency Detection—0
Guided Focal Stack Refinement Network for Light Field Salient Object Detection—0
Co-Salient Object Detection With Uncertainty-Aware Group Exchange-Masking—0
Attention-based Assisted Excitation for Salient Object Detection—0
Guidance and Teaching Network for Video Salient Object Detection—0
GroupTransNet: Group Transformer Network for RGB-D Salient Object Detection—0
Co-Salient Object Detection with Semantic-Level Consensus Extraction and Dispersion—0
A Bi-Directional Message Passing Model for Salient Object Detection—0
Co-salient Object Detection Based on Deep Saliency Networks and Seed Propagation over an Integrated Graph—0
Large-Field Contextual Feature Learning for Glass Detection—0
LC3Net: Ladder context correlation complementary network for salient object detection—0
Geometry-Aware 3D Salient Object Detection Network—0
A Spatial-Temporal Dual-Mode Mixed Flow Network for Panoramic Video Salient Object Detection—0
Geodesic-based Salient Object Detection—0
Generic Promotion of Diffusion-Based Salient Object Detection—0
ROSA: Robust Salient Object Detection against Adversarial Attacks—0
Generalised Co-Salient Object Detection—0
Learning RGB-D Salient Object Detection using background enclosure, depth contrast, and top-down features—0
Contrast-Oriented Deep Neural Networks for Salient Object Detection—0
Modality-Guided Subnetwork for Salient Object Detection—0
Modality Prompts for Arbitrary Modality Salient Object Detection—0
Multistep feature aggregation framework for salient object detection—0
Flyweight FLIM Networks for Salient Object Detection in Biomedical Images—0
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All datasetsECSSDPASCAL-SHKU-ISDUT-OMRONDUTS-TESOD

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.95—Unverified
2FOCUSS-measure0.94—Unverified
3SelfReformer-SwinS-measure0.94—Unverified
4EVPv1S-measure0.94—Unverified
5EVPv2S-measure0.94—Unverified
6SelfReformerS-measure0.94—Unverified
7F3NetS-measure0.92—Unverified
8LDF(ours)S-measure0.92—Unverified
9RCSBS-measure0.92—Unverified
10F3NetS-measure0.92—Unverified
#ModelMetricClaimedVerifiedStatus
1FOCUSS-measure0.9—Unverified
2SAM2-UNetS-measure0.89—Unverified
3EVPv2S-measure0.88—Unverified
4EVPv1S-measure0.88—Unverified
5SelfReformer-SwinS-measure0.88—Unverified
6SelfReformerS-measure0.87—Unverified
7LDF(ours)S-measure0.86—Unverified
8F3NetS-measure0.85—Unverified
9RCSBS-measure0.85—Unverified
10F3NetS-measure0.83—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.94—Unverified
2FOCUSS-measure0.94—Unverified
3SelfReformer-SwinS-measure0.93—Unverified
4EVPv1S-measure0.93—Unverified
5SelfReformerS-measure0.93—Unverified
6LDFS-measure0.92—Unverified
7RCSBS-measure0.92—Unverified
8F3NetS-measure0.92—Unverified
9U2NetMAE0.03—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.88—Unverified
2FOCUSS-measure0.87—Unverified
3EVPv2S-measure0.86—Unverified
4SelfReformer-SwinS-measure0.86—Unverified
5SelfReformerS-measure0.86—Unverified
6LDFS-measure0.84—Unverified
7F3NetS-measure0.84—Unverified
8RCSBS-measure0.82—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetSmeasure0.93—Unverified
2FOCUSSmeasure0.93—Unverified
3SelfReformer-SwinSmeasure0.92—Unverified
4EVPv2Smeasure0.92—Unverified
5SelfReformerSmeasure0.91—Unverified
6LDF(ResNet-50)Smeasure0.89—Unverified
7F3NetSmeasure0.89—Unverified
8RCSBSmeasure0.88—Unverified
#ModelMetricClaimedVerifiedStatus
1U2-Net+Fwβ0.7—Unverified