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 276–300 of 364 papers

TitleStatusHype
Salient Object Detection via Bounding-box Supervision—0
Salient Object Detection with Lossless Feature Reflection and Weighted Structural Loss—0
Visual Saliency Detection in Advanced Driver Assistance Systems—0
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation—0
Automatic Salient Object Detection for Panoramic Images Using Region Growing and Fixation Prediction Model—0
A Deep Learning Based Fast Image Saliency Detection Algorithm—0
A Unified Two-Stage Group Semantics Propagation and Contrastive Learning Network for Co-Saliency Detection—0
A Self-Paced Multiple-Instance Learning Framework for Co-Saliency Detection—0
A Saliency Enhanced Feature Fusion based multiscale RGB-D Salient Object Detection Network—0
Self-attention in Vision Transformers Performs Perceptual Grouping, Not Attention—0
Self-Attention Recurrent Network for Saliency Detection—0
Self-explanatory Deep Salient Object Detection—0
A Review of Co-saliency Detection Technique: Fundamentals, Applications, and Challenges—0
SG-FCN: A Motion and Memory-Based Deep Learning Model for Video Saliency Detection—0
Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention—0
SiaTrans: Siamese Transformer Network for RGB-D Salient Object Detection with Depth Image Classification—0
Sketch2Saliency: Learning to Detect Salient Objects from Human Drawings—0
SMCL: Saliency Masked Contrastive Learning for Long-tailed Recognition—0
A Reverse Hierarchy Model for Predicting Eye Fixations—0
Spectrum-inspired Low-light Image Translation for Saliency Detection—0
Salient Instance Segmentation with Region and Box-level Annotations—0
SRAGAN: Saliency Regularized and Attended Generative Adversarial Network for Chinese Ink-wash Painting Generation—0
Statistical Textural Distinctiveness for Salient Region Detection in Natural Images—0
Weakly-Supervised Saliency Detection via Salient Object Subitizing—0
Submodular Salient Region Detection—0
Show:102550
← PrevPage 12 of 15Next →
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