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 201225 of 364 papers

TitleStatusHype
Time-Series Anomaly Detection Service at MicrosoftCode1
Gravitational Laws of Focus of AttentionCode0
Learning to Explore Intrinsic Saliency for Stereoscopic Video0
Orthogonal Decomposition Network for Pixel-Wise Binary Classification0
Co-Saliency Detection via Mask-Guided Fully Convolutional Networks With Multi-Scale Label Smoothing0
A Mutual Learning Method for Salient Object Detection With Intertwined Multi-SupervisionCode0
DeepCO3: Deep Instance Co-Segmentation by Co-Peak Search and Co-Saliency DetectionCode0
Saliency detection based on structural dissimilarity induced by image quality assessment modelCode0
RGB-T Image Saliency Detection via Collaborative Graph LearningCode1
Synthetic Defocus and Look-Ahead Autofocus for Casual Videography0
DSAL-GAN: Denoising based Saliency Prediction with Generative Adversarial Networks0
Multi-source weak supervision for saliency detectionCode0
Pyramid Feature Attention Network for Saliency detectionCode1
Salient object detection on hyperspectral images using features learned from unsupervised segmentation taskCode0
Object Discovery From a Single Unlabeled Image by Mining Frequent Itemset With Multi-scale FeaturesCode0
Saliency detection for seismic applications using multi-dimensional spectral projections and directional comparisons0
Deep Reasoning with Multi-Scale Context for Salient Object Detection0
Salient Object Detection with Lossless Feature Reflection and Weighted Structural Loss0
Light-weighted Saliency Detection with Distinctively Lower Memory Cost and Model Size0
Unsupervised uncertainty estimation using spatiotemporal cues in video saliency detection0
PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency DetectionCode0
Improving Landmark Recognition using Saliency detection and Feature classificationCode0
Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning0
Global and Local Sensitivity Guided Key Salient Object Re-augmentation for Video Saliency Detection0
HSCS: Hierarchical Sparsity Based Co-saliency Detection for RGBD Images0
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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