SOTAVerified

Saliency Detection

Saliency Detection is a preprocessing step in computer vision which aims at finding salient objects in an image.

Source: An Unsupervised Game-Theoretic Approach to Saliency Detection

Papers

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Showing 251–275 of 364 papers

TitleStatusHype
Ro-SOS: Metric Expression Network (MEnet) for Robust Salient Object SegmentationCode0
Exploiting the Value of the Center-dark Channel Prior for Salient Object Detection—0
Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective—0
A multilayer backpropagation saliency detection algorithm and its applications—0
PDNet: Prior-model Guided Depth-enhanced Network for Salient Object DetectionCode0
Weakly Supervised Salient Object Detection Using Image Labels—0
Benchmark 3D eye-tracking dataset for visual saliency prediction on stereoscopic 3D video—0
Review of Visual Saliency Detection with Comprehensive Information—0
Indoor Scene Understanding in 2.5/3D for Autonomous Agents: A Survey—0
Where's YOUR focus: Personalized Attention—0
Non-rigid Object Tracking via Deep Multi-scale Spatial-temporal Discriminative Saliency Maps—0
ViS-HuD: Using Visual Saliency to Improve Human Detection with Convolutional Neural Networks—0
Salient Object Detection by Lossless Feature Reflection—0
Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinementCode0
Feature Decomposition Based Saliency Detection in Electron Cryo-Tomograms—0
Deep saliency: What is learnt by a deep network about saliency?—0
Context aware saliency map generation using semantic segmentation—0
Multi-modal Face Pose Estimation with Multi-task Manifold Deep Learning—0
Variational Laws of Visual Attention for Dynamic ScenesCode0
A novel graph structure for salient object detection based on divergence background and compact foreground—0
An Iterative Co-Saliency Framework for RGBD Images—0
Robust Saliency Detection via Fusing Foreground and Background Priors—0
Saliency Detection for Stereoscopic Images Based on Depth Confidence Analysis and Multiple Cues Fusion—0
Co-saliency Detection for RGBD Images Based on Multi-constraint Feature Matching and Cross Label Propagation—0
Automatic Salient Object Detection for Panoramic Images Using Region Growing and Fixation Prediction Model—0
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All datasetsDUT-OMRONHKU-ISCAT2000DUTS-testECSSDPASCAL ContextPASCAL-S

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1UCFMAE0.12—Unverified
2U2-Net+MAE0.06—Unverified
3U2-NetMAE0.05—Unverified
4LDF(ours)MAE0.05—Unverified
5Pyramid Feature AttentionMAE0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1U2-Net+MAE0.04—Unverified
2Pyramid Feature AttentionMAE0.03—Unverified
3LDF(ours)MAE0.03—Unverified
#ModelMetricClaimedVerifiedStatus
1SUMAUC0.89—Unverified
2EYMOLAUC0.83—Unverified
#ModelMetricClaimedVerifiedStatus
1Pyramid Feature AttentionMAE0.04—Unverified
2PFAN [zhao2019pyramid] (+) PRNMAE0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1Pyramid Feature AttentionMAE0.03—Unverified
#ModelMetricClaimedVerifiedStatus
1InvPTmax_F184.81—Unverified
#ModelMetricClaimedVerifiedStatus
1Pyramid Feature AttentionMAE0.07—Unverified