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
Enhancing Protein Predictive Models via Proteins Data Augmentation: A Benchmark and New Directions—0
Joint Attention-Guided Feature Fusion Network for Saliency Detection of Surface Defects—0
A Saliency Enhanced Feature Fusion based multiscale RGB-D Salient Object Detection Network—0
A Volumetric Saliency Guided Image Summarization for RGB-D Indoor Scene Classification—0
SASA: Saliency-Aware Self-Adaptive Snapshot Compressive ImagingCode0
HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping—0
An Integrated System for Spatio-Temporal Summarization of 360-degrees VideosCode0
Viewport Prediction for Volumetric Video Streaming by Exploring Video Saliency and Trajectory Information—0
All in One: RGB, RGB-D, and RGB-T Salient Object Detection—0
Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReID—0
Towards End-to-End Unsupervised Saliency Detection with Self-Supervised Top-Down Context—0
Global Context Aggregation Network for Lightweight Saliency Detection of Surface Defects—0
Multi-Modal Hybrid Learning and Sequential Training for RGB-T Saliency Detection—0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
Visual Saliency Detection in Advanced Driver Assistance Systems—0
Residual Spatial Fusion Network for RGB-Thermal Semantic Segmentation—0
Robust Saliency-Aware Distillation for Few-shot Fine-grained Visual Recognition—0
Explainable Image Quality Assessment for Medical ImagingCode0
Sketch2Saliency: Learning to Detect Salient Objects from Human Drawings—0
Spectrum-inspired Low-light Image Translation for Saliency Detection—0
Self-attention in Vision Transformers Performs Perceptual Grouping, Not Attention—0
HDR image watermarking using saliency detection and quantization index modulation—0
HiDAnet: RGB-D Salient Object Detection via Hierarchical Depth Awareness—0
Rethinking Lightweight Salient Object Detection via Network Depth-Width Tradeoff—0
Co-Salient Object Detection With Uncertainty-Aware Group Exchange-Masking—0
PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise BinarizationCode0
Point Cloud Quality Assessment using 3D Saliency Maps—0
Towards Stable Co-saliency Detection and Object Co-segmentation—0
TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut—0
A Unified Two-Stage Group Semantics Propagation and Contrastive Learning Network for Co-Saliency Detection—0
SiaTrans: Siamese Transformer Network for RGB-D Salient Object Detection with Depth Image Classification—0
A Comprehensive Survey on Video Saliency Detection with Auditory Information: the Audio-visual Consistency Perceptual is the Key!Code0
Perceptual Quality Assessment of Virtual Reality Videos in the WildCode0
Salient Object Detection via Bounding-box Supervision—0
Saliency map using features derived from spiking neural networks of primate visual cortex—0
Unsupervised Motor Imagery Saliency Detection Based on Self-Attention Mechanism—0
Fast Hybrid Image Retargeting—0
Saliency-Driven Versatile Video Coding for Neural Object Detection—0
3SD: Self-Supervised Saliency Detection With No LabelsCode0
Breast Cancer Detection using Histopathological Images—0
Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling—0
Spherical Convolution empowered FoV Prediction in 360-degree Video Multicast with Limited FoV FeedbackCode0
A novel attention model for salient structure detection in seismic volumes—0
Arbitrary Handwriting Image Style Transfer—0
ImageSubject: A Large-scale Dataset for Subject Detection—0
Multi-Source Uncertainty Mining for Deep Unsupervised Saliency Detection—0
Boosting RGB-D Saliency Detection by Leveraging Unlabeled RGB ImagesCode0
ST-MTL: Spatio-Temporal Multitask Learning Model to Predict Scanpath While Tracking Instruments in Robotic SurgeryCode0
Transformer-based Network for RGB-D Saliency Detection—0
Joint Semantic Mining for Weakly Supervised RGB-D Salient Object DetectionCode0
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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