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Salient Object Detection

Papers

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Showing 401–450 of 527 papers

TitleStatusHype
Test Time Adaptation With Regularized Loss for Weakly Supervised Salient Object Detection—0
The Binary Quantized Neural Network for Dense Prediction via Specially Designed Upsampling and Attention—0
The Impact of Background Removal on Performance of Neural Networks for Fashion Image Classification and Segmentation—0
DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping—0
To be Critical: Self-Calibrated Weakly Supervised Learning for Salient Object Detection—0
Towards End-to-End Unsupervised Saliency Detection with Self-Supervised Top-Down Context—0
Towards the Success Rate of One: Real-time Unconstrained Salient Object Detection—0
Transforming Static Images Using Generative Models for Video Salient Object Detection—0
Translation, Scale and Rotation: Cross-Modal Alignment Meets RGB-Infrared Vehicle Detection—0
Uncertainty-Aware Deep Calibrated Salient Object Detection—0
Unconstrained Salient and Camouflaged Object Detection—0
UniST: Towards Unifying Saliency Transformer for Video Saliency Prediction and Detection—0
Unsupervised and semi-supervised co-salient object detection via segmentation frequency statistics—0
ViDaS Video Depth-aware Saliency Network—0
Video Saliency Detection by 3D Convolutional Neural Networks—0
Video Salient Object Detection Using Spatiotemporal Deep Features—0
Video Salient Object Detection via Contrastive Features and Attention Modules—0
Video Salient Object Detection via Fully Convolutional Networks—0
View-aware Salient Object Detection for 360° Omnidirectional Image—0
VST++: Efficient and Stronger Visual Saliency Transformer—0
Weakly Supervised Learning for Salient Object Detection—0
Salient Instance Segmentation with Region and Box-level Annotations—0
Weakly-Supervised Saliency Detection via Salient Object Subitizing—0
Weakly Supervised Salient Object Detection Using Image Labels—0
Weakly Supervised Video Salient Object Detection via Point Supervision—0
What Is and What Is Not a Salient Object? Learning Salient Object Detector by Ensembling Linear Exemplar Regressors—0
What is a salient object? A dataset and a baseline model for salient object detection—0
Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionCode0
Global-and-Local Collaborative Learning for Co-Salient Object DetectionCode0
Self-supervised co-salient object detection via feature correspondence at multiple scalesCode0
FLIM-based Salient Object Detection Networks with Adaptive DecodersCode0
Exploring Driving-aware Salient Object Detection via Knowledge TransferCode0
Boosting Salient Object Detection with Transformer-based Asymmetric Bilateral U-NetCode0
Adaptive Low Rank Adaptation of Segment Anything to Salient Object DetectionCode0
Boosting RGB-D Saliency Detection by Leveraging Unlabeled RGB ImagesCode0
Semi-Supervised Video Salient Object Detection Using Pseudo-LabelsCode0
Attentive Feedback Network for Boundary-Aware Salient Object DetectionCode0
Progressive Self-Guided Loss for Salient Object DetectionCode0
Real-Time Salient Object Detection With a Minimum Spanning TreeCode0
Attention Guided Network for Salient Object Detection in Optical Remote Sensing ImagesCode0
Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object DetectionCode0
Progressive Feature Polishing Network for Salient Object DetectionCode0
Recursive Multi-model Complementary Deep Fusion forRobust Salient Object Detection via Parallel Sub NetworksCode0
SHD360: A Benchmark Dataset for Salient Human Detection in 360° VideosCode0
Shifting More Attention to Video Salient Object DetectionCode0
Progressive Attention Guided Recurrent Network for Salient Object DetectionCode0
Evaluating Salient Object Detection in Natural Images with Multiple Objects having Multi-level SaliencyCode0
Point-aware Interaction and CNN-induced Refinement Network for RGB-D Salient Object DetectionCode0
Pixels, Regions, and Objects: Multiple Enhancement for Salient Object DetectionCode0
ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object DetectionCode0
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All datasetsECSSDPASCAL-SHKU-ISDUT-OMRONDUTS-TESOD

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.95—Unverified
2FOCUSS-measure0.94—Unverified
3SelfReformer-SwinS-measure0.94—Unverified
4EVPv2S-measure0.94—Unverified
5SelfReformerS-measure0.94—Unverified
6EVPv1S-measure0.94—Unverified
7LDF(ours)S-measure0.92—Unverified
8F3NetS-measure0.92—Unverified
9RCSBS-measure0.92—Unverified
10F3NetS-measure0.92—Unverified
#ModelMetricClaimedVerifiedStatus
1FOCUSS-measure0.9—Unverified
2SAM2-UNetS-measure0.89—Unverified
3EVPv2S-measure0.88—Unverified
4EVPv1S-measure0.88—Unverified
5SelfReformer-SwinS-measure0.88—Unverified
6SelfReformerS-measure0.87—Unverified
7LDF(ours)S-measure0.86—Unverified
8RCSBS-measure0.85—Unverified
9F3NetS-measure0.85—Unverified
10F3NetS-measure0.83—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.94—Unverified
2FOCUSS-measure0.94—Unverified
3SelfReformer-SwinS-measure0.93—Unverified
4EVPv1S-measure0.93—Unverified
5SelfReformerS-measure0.93—Unverified
6LDFS-measure0.92—Unverified
7RCSBS-measure0.92—Unverified
8F3NetS-measure0.92—Unverified
9U2NetMAE0.03—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.88—Unverified
2FOCUSS-measure0.87—Unverified
3EVPv2S-measure0.86—Unverified
4SelfReformer-SwinS-measure0.86—Unverified
5SelfReformerS-measure0.86—Unverified
6F3NetS-measure0.84—Unverified
7LDFS-measure0.84—Unverified
8RCSBS-measure0.82—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetSmeasure0.93—Unverified
2FOCUSSmeasure0.93—Unverified
3SelfReformer-SwinSmeasure0.92—Unverified
4EVPv2Smeasure0.92—Unverified
5SelfReformerSmeasure0.91—Unverified
6LDF(ResNet-50)Smeasure0.89—Unverified
7F3NetSmeasure0.89—Unverified
8RCSBSmeasure0.88—Unverified
#ModelMetricClaimedVerifiedStatus
1U2-Net+Fwβ0.7—Unverified