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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 364 papers

TitleStatusHype
Geodesic-based Salient Object Detection—0
Contrast-weighted Dictionary Learning Based Saliency Detection for Remote Sensing Images—0
Boosting Object Recognition in Point Clouds by Saliency Detection—0
A Bi-Directional Message Passing Model for Salient Object Detection—0
Learning to Predict Saliency on Face Images—0
Characterizing and Improving the Robustness of Self-Supervised Learning through Background Augmentations—0
Detect Globally, Refine Locally: A Novel Approach to Saliency Detection—0
Bio-inspired visual attention for silicon retinas based on spiking neural networks applied to pattern classification—0
An End-to-End Network for Co-Saliency Detection in One Single Image—0
DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision—0
DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision—0
Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective—0
Benchmark 3D eye-tracking dataset for visual saliency prediction on stereoscopic 3D video—0
A Weighted Sparse Coding Framework for Saliency Detection—0
Deep saliency: What is learnt by a deep network about saliency?—0
An Analysis of Object Representations in Deep Visual Trackers—0
A Deep Learning Based Fast Image Saliency Detection Algorithm—0
DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection—0
Deep Reasoning with Multi-Scale Context for Salient Object Detection—0
Deep Networks for Saliency Detection via Local Estimation and Global Search—0
A Volumetric Saliency Guided Image Summarization for RGB-D Indoor Scene Classification—0
A multilayer backpropagation saliency detection algorithm and its applications—0
Deeply-Supervised Recurrent Convolutional Neural Network for Saliency Detection—0
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation—0
Deep Level Sets for Salient Object Detection—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