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Salient Object Detection

Papers

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Showing 451–500 of 527 papers

TitleStatusHype
Weakly Supervised Salient Object Detection Using Image Labels—0
Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground—0
Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects—0
Agile Amulet: Real-Time Salient Object Detection with Contextual Attention—0
Salient Object Detection by Lossless Feature Reflection—0
Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinementCode0
Saliency-Enhanced Robust Visual Tracking—0
MSDNN: Multi-Scale Deep Neural Network for Salient Object Detection—0
Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels—0
A novel graph structure for salient object detection based on divergence background and compact foreground—0
Robust Saliency Detection via Fusing Foreground and Background Priors—0
Automatic Salient Object Detection for Panoramic Images Using Region Growing and Fixation Prediction Model—0
Supervision by Fusion: Towards Unsupervised Learning of Deep Salient Object Detector—0
Delving Into Salient Object Subitizing and Detection—0
Look, Perceive and Segment: Finding the Salient Objects in Images via Two-Stream Fixation-Semantic CNNs—0
Saliency Pattern Detection by Ranking Structured TreesCode0
A Stagewise Refinement Model for Detecting Salient Objects in ImagesCode0
Self-explanatory Deep Salient Object Detection—0
An Unsupervised Game-Theoretic Approach to Saliency Detection—0
Amulet: Aggregating Multi-level Convolutional Features for Salient Object DetectionCode0
Learning Uncertain Convolutional Features for Accurate Saliency DetectionCode0
Video Salient Object Detection Using Spatiotemporal Deep Features—0
Structure-measure: A New Way to Evaluate Foreground MapsCode1
Towards the Success Rate of One: Real-time Unconstrained Salient Object Detection—0
Non-Local Deep Features for Salient Object DetectionCode0
What Is and What Is Not a Salient Object? Learning Salient Object Detector by Ensembling Linear Exemplar Regressors—0
Learning to Detect Salient Objects With Image-Level Supervision—0
Deep Level Sets for Salient Object Detection—0
Co-salient Object Detection Based on Deep Saliency Networks and Seed Propagation over an Integrated Graph—0
Integrated Deep and Shallow Networks for Salient Object Detection—0
Salient Object Detection with Semantic Priors—0
Learning RGB-D Salient Object Detection using background enclosure, depth contrast, and top-down features—0
Exploiting Color Name Space for Salient Object Detection—0
RGB-D Salient Object Detection Based on Discriminative Cross-modal Transfer Learning—0
Video Salient Object Detection via Fully Convolutional Networks—0
Hierarchical Salient Object Detection for Assisted Grasping—0
Salient Object Detection with Convex Hull Overlap—0
Multi-Scale Saliency Detection using Dictionary Learning—0
Backtracking Spatial Pyramid Pooling (SPP)-based Image Classifier for Weakly Supervised Top-down Salient Object Detection—0
Deeply supervised salient object detection with short connectionsCode1
A Benchmark Dataset and Saliency-guided Stacked Autoencoders for Video-based Salient Object Detection—0
Probabilistic Saliency Estimation—0
Edge Preserving and Multi-Scale Contextual Neural Network for Salient Object Detection—0
Salient Object Subitizing—0
RGBD Salient Object Detection via Deep Fusion—0
DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection—0
Local Background Enclosure for RGB-D Salient Object Detection—0
Real-Time Salient Object Detection With a Minimum Spanning TreeCode0
Unconstrained Salient Object Detection via Proposal Subset OptimizationCode0
A Classifier-guided Approach for Top-down Salient Object Detection—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
4EVPv2S-measure0.94—Unverified
5SelfReformerS-measure0.94—Unverified
6EVPv1S-measure0.94—Unverified
7LDF(ours)S-measure0.92—Unverified
8F3NetS-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
8RCSBS-measure0.85—Unverified
9F3NetS-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
6F3NetS-measure0.84—Unverified
7LDFS-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