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 101–150 of 364 papers

TitleStatusHype
Bridging Saliency Detection to Weakly Supervised Object Detection Based on Self-paced Curriculum Learning—0
Edge Preserving and Multi-Scale Contextual Neural Network for Salient Object Detection—0
C^4Net: Contextual Compression and Complementary Combination Network for Salient Object Detection—0
Encoding Based Saliency Detection for Videos and Images—0
An Iterative Co-Saliency Framework for RGBD Images—0
Evaluating saliency scores in point clouds of natural environments by learning surface anomalies—0
Can Image Retrieval help Visual Saliency Detection?—0
Exemplar-Driven Top-Down Saliency Detection via Deep Association—0
Characterness: An Indicator of Text in the Wild—0
Exploiting Egocentric Object Prior for 3D Saliency Detection—0
DUT-LFSaliency: Versatile Dataset and Light Field-to-RGB Saliency Detection—0
Breast Cancer Detection using Histopathological Images—0
Extracting Human Attention through Crowdsourced Patch Labeling—0
Face Sketch Synthesis via Semantic-Driven Generative Adversarial Network—0
Fast and Accurate Light Field Saliency Detection through Deep Encoding—0
Fast Hybrid Image Retargeting—0
Feature Decomposition Based Saliency Detection in Electron Cryo-Tomograms—0
Feature Hallucination for Self-supervised Action Recognition—0
DSAL-GAN: Denoising based Saliency Prediction with Generative Adversarial Networks—0
Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling—0
Flow Guided Recurrent Neural Encoder for Video Salient Object Detection—0
Free Lunch for Co-Saliency Detection: Context Adjustment—0
Fristograms: Revealing and Exploiting Light Field Internals—0
Adaptive Exponential Smoothing for Online Filtering of Pixel Prediction Maps—0
Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection—0
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