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 326350 of 364 papers

TitleStatusHype
PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise BinarizationCode0
3SD: Self-Supervised Saliency Detection With No LabelsCode0
Light Field Saliency Detection with Deep Convolutional NetworksCode0
A Mutual Learning Method for Salient Object Detection With Intertwined Multi-SupervisionCode0
SaLite : A light-weight model for salient object detectionCode0
Inner and Inter Label Propagation: Salient Object Detection in the WildCode0
Revisiting Saliency Metrics: Farthest-Neighbor Area Under CurveCode0
Learning Uncertain Convolutional Features for Accurate Saliency DetectionCode0
Improving Landmark Recognition using Saliency detection and Feature classificationCode0
SASA: Saliency-Aware Self-Adaptive Snapshot Compressive ImagingCode0
Hyperspectral Image Dataset for Benchmarking on Salient Object DetectionCode0
Learning to Promote Saliency DetectorsCode0
Joint Semantic Mining for Weakly Supervised RGB-D Salient Object DetectionCode0
Hierarchical Cellular Automata for Visual SaliencyCode0
Gravitational Laws of Focus of AttentionCode0
A Plug-and-play Scheme to Adapt Image Saliency Deep Model for Video DataCode0
Joint Learning of Saliency Detection and Weakly Supervised Semantic SegmentationCode0
Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinementCode0
A Deep Learning Framework for Visual Attention Prediction and Analysis of News InterfacesCode0
Saliency detection based on structural dissimilarity induced by image quality assessment modelCode0
Explainable Image Quality Assessment for Medical ImagingCode0
Saliency Detection by Forward and Backward Cues in Deep-CNNsCode0
ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object DetectionCode0
Towards High-Resolution Salient Object DetectionCode0
Visual Saliency Detection Based on Multiscale Deep CNN FeaturesCode0
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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