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 126–150 of 364 papers

TitleStatusHype
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