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

Showing 126150 of 364 papers

TitleStatusHype
Light Field Saliency Detection with Deep Convolutional NetworksCode0
Learning Uncertain Convolutional Features for Accurate Saliency DetectionCode0
A Stagewise Refinement Model for Detecting Salient Objects in ImagesCode0
Learning to Promote Saliency DetectorsCode0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
Joint Semantic Mining for Weakly Supervised RGB-D Salient Object DetectionCode0
Joint Learning of Saliency Detection and Weakly Supervised Semantic SegmentationCode0
Gravitational Laws of Focus of AttentionCode0
A Comprehensive Survey on Video Saliency Detection with Auditory Information: the Audio-visual Consistency Perceptual is the Key!Code0
Copy-Move Detection in Optical Microscopy: A Segmentation Network and A DatasetCode0
Inner and Inter Label Propagation: Salient Object Detection in the WildCode0
PiCANet: Learning Pixel-wise Contextual Attention for Saliency DetectionCode0
Hierarchical Cellular Automata for Visual SaliencyCode0
Geodesic-based Salient Object Detection0
Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection0
Context Proposals for Saliency Detection0
Fristograms: Revealing and Exploiting Light Field Internals0
Context aware saliency map generation using semantic segmentation0
A Review of Co-saliency Detection Technique: Fundamentals, Applications, and Challenges0
Free Lunch for Co-Saliency Detection: Context Adjustment0
Flow Guided Recurrent Neural Encoder for Video Salient Object Detection0
Context-Aware Saliency Detection for Image Retargeting Using Convolutional Neural Networks0
A Reverse Hierarchy Model for Predicting Eye Fixations0
AGSENet: A Robust Road Ponding Detection Method for Proactive Traffic Safety0
Feature Hallucination for Self-supervised Action Recognition0
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Benchmark Results

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