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Salient Object Detection

Papers

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Showing 301–350 of 527 papers

TitleStatusHype
Look, Perceive and Segment: Finding the Salient Objects in Images via Two-Stream Fixation-Semantic CNNs—0
M2RNet: Multi-modal and Multi-scale Refined Network for RGB-D Salient Object Detection—0
Masking Salient Object Detection, a Mask Region-based Convolutional Neural Network Analysis for Segmentation of Salient Objects—0
Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels—0
Middle-level Fusion for Lightweight RGB-D Salient Object Detection—0
Minimum Barrier Salient Object Detection at 80 FPS—0
Modal-Adaptive Gated Recoding Network for RGB-D Salient Object Detection—0
Modality-Guided Subnetwork for Salient Object Detection—0
Modality Prompts for Arbitrary Modality Salient Object Detection—0
Modeling the Distributional Uncertainty for Salient Object Detection Models—0
MSDNN: Multi-Scale Deep Neural Network for Salient Object Detection—0
Multi-level Cellular Automata for FLIM networks—0
Multi-level Cross-modal Interaction Network for RGB-D Salient Object Detection—0
Multi-Projection Fusion and Refinement Network for Salient Object Detection in 360° Omnidirectional Image—0
Multi-Scale Iterative Refinement Network for RGB-D Salient Object Detection—0
Multi-Scale Saliency Detection using Dictionary Learning—0
Multi-Source Uncertainty Mining for Deep Unsupervised Saliency Detection—0
Multistep feature aggregation framework for salient object detection—0
Nested Network with Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images—0
Neural ODEs for Image Segmentation with Level Sets—0
Object-Attentional Untargeted Adversarial Attack—0
Object Detection with Deep Learning: A Review—0
OGNet: Salient Object Detection with Output-guided Attention Module—0
On the Distribution of Salient Objects in Web Images and its Influence on Salient Object Detection—0
Optimizing the F-measure for Threshold-free Salient Object Detection—0
PAANet:Visual Perception based Four-stage Framework for Salient Object Detection using High-order Contrast Operator—0
Panoramic Video Salient Object Detection with Ambisonic Audio Guidance—0
Perception-and-Regulation Network for Salient Object Detection—0
Pixel is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection—0
Pluralistic Salient Object Detection—0
Position-Aware Relation Learning for RGB-Thermal Salient Object Detection—0
Probabilistic Saliency Estimation—0
Progressive Multi-scale Fusion Network for RGB-D Salient Object Detection—0
PSFormer: Point Transformer for 3D Salient Object Detection—0
PSNet: Parallel Symmetric Network for Video Salient Object Detection—0
Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection—0
Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning—0
Receptive Field Broadening and Boosting for Salient Object Detection—0
Reframe Anything: LLM Agent for Open World Video Reframing—0
Region Refinement Network for Salient Object Detection—0
Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks—0
Rethinking Lightweight Salient Object Detection via Network Depth-Width Tradeoff—0
Rethinking of the Image Salient Object Detection: Object-level Semantic Saliency Re-ranking First, Pixel-wise Saliency Refinement Latter—0
Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects—0
RGB-D Salient Object Detection Based on Discriminative Cross-modal Transfer Learning—0
RGBD Salient Object Detection via Deep Fusion—0
RGB-D Salient Object Detection with Ubiquitous Target Awareness—0
Richer and Deeper Supervision Network for Salient Object Detection—0
Robust Saliency Detection via Fusing Foreground and Background Priors—0
Robust Salient Object Detection on Compressed Images Using Convolutional Neural Networks—0
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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