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

Showing 76100 of 364 papers

TitleStatusHype
Pyramidal Attention for Saliency DetectionCode1
Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionCode1
Fast Hybrid Image Retargeting0
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 Detection0
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 Images0
Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling0
Spherical Convolution empowered FoV Prediction in 360-degree Video Multicast with Limited FoV FeedbackCode0
A novel attention model for salient structure detection in seismic volumes0
Arbitrary Handwriting Image Style Transfer0
ImageSubject: A Large-scale Dataset for Subject Detection0
Multi-Source Uncertainty Mining for Deep Unsupervised Saliency Detection0
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 Detection0
Joint Semantic Mining for Weakly Supervised RGB-D Salient Object DetectionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1UCFMAE0.12Unverified
2U2-Net+MAE0.06Unverified
3U2-NetMAE0.05Unverified
4LDF(ours)MAE0.05Unverified
5Pyramid Feature AttentionMAE0.04Unverified
#ModelMetricClaimedVerifiedStatus
1U2-Net+MAE0.04Unverified
2Pyramid Feature AttentionMAE0.03Unverified
3LDF(ours)MAE0.03Unverified
#ModelMetricClaimedVerifiedStatus
1SUMAUC0.89Unverified
2EYMOLAUC0.83Unverified
#ModelMetricClaimedVerifiedStatus
1Pyramid Feature AttentionMAE0.04Unverified
2PFAN [zhao2019pyramid] (+) PRNMAE0.04Unverified
#ModelMetricClaimedVerifiedStatus
1Pyramid Feature AttentionMAE0.03Unverified
#ModelMetricClaimedVerifiedStatus
1InvPTmax_F184.81Unverified
#ModelMetricClaimedVerifiedStatus
1Pyramid Feature AttentionMAE0.07Unverified