SOTAVerified

Salient Object Detection

Papers

Showing 451500 of 527 papers

TitleStatusHype
Rethinking Object Saliency Ranking: A Novel Whole-flow Processing ParadigmCode0
Unconstrained Salient Object Detection via Proposal Subset OptimizationCode0
PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency DetectionCode0
Rethinking Saliency-Guided Weakly-Supervised Semantic SegmentationCode0
Reverse Attention-Based Residual Network for Salient Object DetectionCode0
Reverse Attention for Salient Object DetectionCode0
PEEKABOO: Hiding parts of an image for unsupervised object localizationCode0
Employing Deep Part-Object Relationships for Salient Object DetectionCode0
PDNet: Prior-model Guided Depth-enhanced Network for Salient Object DetectionCode0
SODAWideNet++: Combining Attention and Convolutions for Salient Object DetectionCode0
Part-Whole Relational Fusion Towards Multi-Modal Scene UnderstandingCode0
SODAWideNet -- Salient Object Detection with an Attention augmented Wide Encoder Decoder network without ImageNet pre-trainingCode0
cmSalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial NetworksCode0
Non-Local Deep Features for Salient Object DetectionCode0
Multi-Task-oriented Nighttime Haze Imaging Enhancer for Vision-driven Measurement SystemsCode0
EGNet:Edge Guidance Network for Salient Object DetectionCode0
EGNet: Edge Guidance Network for Salient Object DetectionCode0
Spectrum-oriented Point-supervised Saliency Detector for Hyperspectral ImagesCode0
Multiscale IoU: A Metric for Evaluation of Salient Object Detection with Fine StructuresCode0
EF-Net: A novel enhancement and fusion network for RGB-D saliency detectionCode0
A Stagewise Refinement Model for Detecting Salient Objects in ImagesCode0
Dual Mutual Learning Network with Global-local Awareness for RGB-D Salient Object DetectionCode0
A Saliency-Guided Street View Image Inpainting Framework for Efficient Last-Meters WayfindingCode0
Stacked Cross Refinement Network for Edge-Aware Salient Object DetectionCode0
STC: A Simple to Complex Framework for Weakly-supervised Semantic SegmentationCode0
A positive feedback method based on F-measure value for Salient Object DetectionCode0
Boundary-semantic collaborative guidance network with dual-stream feedback mechanism for salient object detection in optical remote sensing imageryCode0
Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object DetectionCode0
Does Thermal Really Always Matter for RGB-T Salient Object Detection?Code0
Unifying Light Field Perception with Field of ParallaxCode0
Saliency Pattern Detection by Ranking Structured TreesCode0
Adaptive Fusion for RGB-D Salient Object DetectionCode0
DNA: Deeply-supervised Nonlinear Aggregation for Salient Object DetectionCode0
DMSSN: Distilled Mixed Spectral-Spatial Network for Hyperspectral Salient Object DetectionCode0
Distortion-aware Transformer in 360° Salient Object DetectionCode0
United Domain Cognition Network for Salient Object Detection in Optical Remote Sensing ImagesCode0
Discriminative Consensus Mining with A Thousand Groups for More Accurate Co-Salient Object DetectionCode0
Data-Level Recombination and Lightweight Fusion Scheme for RGB-D Salient Object DetectionCode0
TANet: Transformer-based Asymmetric Network for RGB-D Salient Object DetectionCode0
MPI: Multi-receptive and Parallel Integration for Salient Object DetectionCode0
A Mutual Learning Method for Salient Object Detection With Intertwined Multi-SupervisionCode0
Salient Object Detection for Point CloudsCode0
Salient Object Detection From Arbitrary ModalitiesCode0
Motion Guided Attention for Video Salient Object DetectionCode0
Motion-aware Memory Network for Fast Video Salient Object DetectionCode0
Salient Object Detection in the Deep Learning Era: An In-Depth SurveyCode0
A Novel Video Salient Object Detection Method via Semi-supervised Motion Quality PerceptionCode0
Salient object detection on hyperspectral images using features learned from unsupervised segmentation taskCode0
Texture-Semantic Collaboration Network for ORSI Salient Object DetectionCode0
Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinementCode0
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Benchmark Results

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