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 51–100 of 364 papers

TitleStatusHype
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
ScanDMM: A Deep Markov Model of Scanpath Prediction for 360deg ImagesCode1
TempSAL - Uncovering Temporal Information for Deep Saliency PredictionCode1
Temporal Saliency Detection Towards Explainable Transformer-based Timeseries ForecastingCode1
Unsupervised Object Localization: Observing the Background to Discover ObjectsCode1
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
Panoramic Vision Transformer for Saliency Detection in 360° VideosCode1
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid LabelsCode1
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
Robust RGB-D Fusion for Saliency DetectionCode1
ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology ImagesCode1
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
Promoting Saliency From Depth: Deep Unsupervised RGB-D Saliency DetectionCode1
Salient Object Detection via Bounding-box Supervision—0
Saliency map using features derived from spiking neural networks of primate visual cortex—0
Learning from Pixel-Level Noisy Label : A New Perspective for Light Field Saliency DetectionCode1
Unsupervised Motor Imagery Saliency Detection Based on Self-Attention Mechanism—0
Pyramidal Attention for Saliency DetectionCode1
Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionCode1
Fast Hybrid Image Retargeting—0
Weakly-Supervised Salient Object Detection Using Point SupervisionCode1
InvPT: Inverted Pyramid Multi-task Transformer for Dense Scene UnderstandingCode2
Saliency-Driven Versatile Video Coding for Neural Object Detection—0
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object DetectionCode2
3SD: Self-Supervised Saliency Detection With No LabelsCode0
Self-Supervised Transformers for Unsupervised Object Discovery using Normalized CutCode2
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
Learning From Pixel-Level Noisy Label: A New Perspective for Light Field Saliency DetectionCode1
Boosting RGB-D Saliency Detection by Leveraging Unlabeled RGB ImagesCode0
Weakly Supervised Visual-Auditory Fixation Prediction with Multigranularity PerceptionCode1
Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic SegmentationCode1
ST-MTL: Spatio-Temporal Multitask Learning Model to Predict Scanpath While Tracking Instruments in Robotic SurgeryCode0
SalFBNet: Learning Pseudo-Saliency Distribution via Feedback Convolutional NetworksCode1
MutualFormer: Multi-Modality Representation Learning via Cross-Diffusion AttentionCode1
Transformer-based Network for RGB-D Saliency Detection—0
Joint Semantic Mining for Weakly Supervised RGB-D Salient Object DetectionCode0
Show:102550
← PrevPage 2 of 8Next →
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