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Segmentation

Papers

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Showing 3901–3950 of 13072 papers

TitleStatusHype
Learning to Generate Training Datasets for Robust Semantic SegmentationCode0
Learning to Segment Breast Biopsy Whole Slide ImagesCode0
Learning to Cluster for Proposal-Free Instance SegmentationCode0
Learning Temporal Distribution and Spatial Correlation Towards Universal Moving Object SegmentationCode0
Learning to adapt class-specific features across domains for semantic segmentationCode0
Learning structure-aware semantic segmentation with image-level supervisionCode0
Towards Learning Structure via Consensus for Face Segmentation and ParsingCode0
Learning to Adapt Structured Output Space for Semantic SegmentationCode0
Learning to Segment Every ThingCode0
Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance SegmentationCode0
Learning Semantic Segmentation with Query Points Supervision on Aerial ImagesCode0
Learning Semi-Supervised Medical Image Segmentation from Spatial RegistrationCode0
Learning self-calibrated optic disc and cup segmentation from multi-rater annotationsCode0
Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation ApproachCode0
Learning Regional Purity for Instance Segmentation on 3D Point CloudsCode0
Learning Shape Representation on Sparse Point Clouds for Volumetric Image SegmentationCode0
COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-NetCode0
A hybrid approach to Vietnamese word segmentationCode0
Learning Panoptic Segmentation from Instance ContoursCode0
Audio Visual Segmentation Through Text EmbeddingsCode0
COVID-19 Detection Using Segmentation, Region Extraction and Classification PipelineCode0
COVID-19 detection using chest X-rays: is lung segmentation important for generalization?Code0
Learning of Image Dehazing Models for Segmentation TasksCode0
Unsupervised Object Segmentation by RedrawingCode0
Learning Instance Segmentation by InteractionCode0
A Human-Grounded Evaluation Benchmark for Local Explanations of Machine LearningCode0
Learning Multi-scale Features for Foreground SegmentationCode0
Adaptive Morphological Reconstruction for Seeded Image SegmentationCode0
Co-Training for Unsupervised Domain Adaptation of Semantic Segmentation ModelsCode0
Cost-Sensitive Learning for Long-Tailed Temporal Action SegmentationCode0
SmoothSegNet: A Global-Local Framework for Liver Tumor Segmentation with Clinical KnowledgeInformed Label SmoothingCode0
Cost-Effective Active Learning for Melanoma SegmentationCode0
Biomedical SAM 2: Segment Anything in Biomedical Images and VideosCode0
Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet GuidanceCode0
Learning Instance Occlusion for Panoptic SegmentationCode0
Learning from Scale-Invariant Examples for Domain Adaptation in Semantic SegmentationCode0
Learning from imperfect training data using a robust loss function: application to brain image segmentationCode0
Learning from Synthetic HumansCode0
A Compact Convolutional Neural Network for Textured Surface Anomaly DetectionCode0
AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-NetCode0
Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video SamplesCode0
Learning Dilation Factors for Semantic Segmentation of Street ScenesCode0
atTRACTive: Semi-automatic white matter tract segmentation using active learningCode0
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene SegmentationCode0
AttEntropy: On the Generalization Ability of Supervised Semantic Segmentation Transformers to New Objects in New DomainsCode0
Learning deep structured active contours end-to-endCode0
Learning Disentangled Stain and Structural Representations for Semi-Supervised Histopathology SegmentationCode0
A Combined Deep-Learning and Deformable-Model Approach to Fully Automatic Segmentation of the Left Ventricle in Cardiac MRICode0
DSSLIC: Deep Semantic Segmentation-based Layered Image CompressionCode0
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene SegmentationCode0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified