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Segmentation

Papers

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Showing 5601–5650 of 13072 papers

TitleStatusHype
One-Shot Synthesis of Images and Segmentation MasksCode1
Rethinking the Unpretentious U-net for Medical Ultrasound Image SegmentationCode1
Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation—0
Robust Implementation of Foreground Extraction and Vessel Segmentation for X-ray Coronary Angiography Image Sequence—0
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp SegmentationCode1
Medical Image Segmentation using LeViT-UNet++: A Case Study on GI Tract Data—0
Label Refinement Network from Synthetic Error Augmentation for Medical Image SegmentationCode0
A Novel Unsupervised Domain Adaption Method for Depth-Guided Semantic Segmentation Using Coarse-to-Fine Alignment—0
SFS-A68: a dataset for the segmentation of space functions in apartment buildingsCode0
DOMINO: Domain-aware Model Calibration in Medical Image SegmentationCode1
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution RobustnessCode0
PointScatter: Point Set Representation for Tubular Structure ExtractionCode1
Comparative analysis of segmentation and generative models for fingerprint retrieval task—0
Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation—0
Segmenting Known Objects and Unseen Unknowns without Prior KnowledgeCode1
TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival PredictionCode1
Chromosome Segmentation Analysis Using Image Processing Techniques and Autoencoders—0
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registrationCode0
Self-supervised Learning for Panoptic Segmentation of Multiple Fruit Flower SpeciesCode0
MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic SegmentationCode2
Retinal Image Restoration and Vessel Segmentation using Modified Cycle-CBAM and CBAM-UNetCode1
Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image SegmentationCode0
A multi view multi stage and multi window framework for pulmonary artery segmentation from CT scans—0
Automatic fetal fat quantification from MRI—0
That Slepen Al the Nyght with Open Ye! Cross-era Sequence Segmentation with Switch-memory—0
SUNet: Scale-aware Unified Network for Panoptic Segmentation—0
Progressive Glass Segmentation—0
A Multitask Deep Learning Model for Parsing Bridge Elements and Segmenting Defect in Bridge Inspection ImagesCode0
An evaluation of U-Net in Renal Structure Segmentation—0
Multi-task Swin Transformer for Motion Artifacts Classification and Cardiac Magnetic Resonance Image Segmentation—0
Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center StudyCode1
Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets—0
Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation—0
AutoPET Challenge 2022: Step-by-Step Lesion Segmentation in Whole-body FDG-PET/CTCode0
Representative Image Feature Extraction via Contrastive Learning Pretraining for Chest X-ray Report Generation—0
A systematic study of race and sex bias in CNN-based cardiac MR segmentation—0
Semantic Segmentation in Learned Compressed Domain—0
MMFlood: A Multimodal Dataset for Flood Delineation From Satellite ImageryCode1
Distilling Facial Knowledge With Teacher-Tasks: Semantic-Segmentation-Features For Pose-Invariant Face-Recognition—0
Image Models for large-scale Object Detection and Classification—0
HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology imagesCode1
Self-Supervised Pretraining for 2D Medical Image SegmentationCode1
TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut—0
Adversarial Stain Transfer to Study the Effect of Color Variation on Cell Instance Segmentation—0
SemSegDepth: A Combined Model for Semantic Segmentation and Depth CompletionCode1
AutoPET Challenge 2022: Automatic Segmentation of Whole-body Tumor Lesion Based on Deep Learning and FDG PET/CTCode0
Segmentation-guided Domain Adaptation and Data Harmonization of Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent Generative Adversarial Networks—0
A Realism Metric for Generated LiDAR Point Clouds—0
NestedFormer: Nested Modality-Aware Transformer for Brain Tumor SegmentationCode1
Probing Contextual Diversity for Dense Out-of-Distribution DetectionCode0
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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