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Segmentation

Papers

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Showing 5551–5600 of 13072 papers

TitleStatusHype
RetiFluidNet: A Self-Adaptive and Multi-Attention Deep Convolutional Network for Retinal OCT Fluid SegmentationCode1
Habitat classification from satellite observations with sparse annotations—0
USE-Evaluator: Performance Metrics for Medical Image Segmentation Models with Uncertain, Small or Empty Reference AnnotationsCode0
ERASE-Net: Efficient Segmentation Networks for Automotive Radar Signals—0
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object RelationsCode1
Partial annotations for the segmentation of large structures with low annotation cost—0
Contour Dice loss for structures with Fuzzy and Complex Boundaries in Fetal MRI—0
Hand Hygiene Assessment via Joint Step Segmentation and Key Action Scorer—0
Towards Stable Co-saliency Detection and Object Co-segmentation—0
BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in VideoCode1
Application of the nnU-Net for automatic segmentation of lung lesion on CT images, and implication on radiomic models—0
Enhancing Data Diversity for Self-training Based Unsupervised Cross-modality Vestibular Schwannoma and Cochlea Segmentation—0
CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image SegmentationCode1
Segmentation-based Information Extraction and Amalgamation in Fundus Images for Glaucoma Detection—0
Calving fronts and where to find them: a benchmark dataset and methodology for automatic glacier calving front extraction from synthetic aperture radar imageryCode0
Segmentation of patchy areas in biomedical images based on local edge density estimation—0
Model-Assisted Labeling via Explainability for Visual Inspection of Civil Infrastructures—0
A CT-Based Airway Segmentation Using U^2-net Trained by the Dice Loss Function—0
Automated head and neck tumor segmentation from 3D PET/CT—0
Recurrence-free Survival Prediction under the Guidance of Automatic Gross Tumor Volume Segmentation for Head and Neck CancersCode0
Graph Neural Network and Superpixel Based Brain Tissue Segmentation (Corrected Version)—0
Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial ImagesCode1
Automated segmentation of intracranial hemorrhages from 3D CT—0
3DGTN: 3D Dual-Attention GLocal Transformer Network for Point Cloud Classification and Segmentation—0
RNGDet++: Road Network Graph Detection by Transformer with Instance Segmentation and Multi-scale Features Enhancement—0
A Dataset for Analysing Complex Document Layouts in the Digital Humanities and Its Evaluation with Krippendorff’s AlphaCode0
Towards Robust Referring Image SegmentationCode1
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images—0
Improving Replay-Based Continual Semantic Segmentation with Smart Data SelectionCode0
Automated ischemic stroke lesion segmentation from 3D MRI—0
Deep Superpixel Generation and Clustering for Weakly Supervised Segmentation of Brain Tumors in MR Images—0
A Trio-Method for Retinal Vessel Segmentation using Image Processing—0
LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR Perception—0
Attentive Symmetric Autoencoder for Brain MRI SegmentationCode1
NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex ScenesCode1
A Causal Intervention Scheme for Semantic Segmentation of Quasi-periodic Cardiovascular Signals—0
Improving Topic Segmentation by Injecting Discourse Dependencies—0
SegNeXt: Rethinking Convolutional Attention Design for Semantic SegmentationCode2
SF2SE3: Clustering Scene Flow into SE(3)-Motions via Proposal and SelectionCode1
Differentiable Topology-Preserved Distance Transform for Pulmonary Airway Segmentation—0
Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural NetworksCode0
Scalable SoftGroup for 3D Instance Segmentation on Point CloudsCode2
Contrastive Re-localization and History Distillation in Federated CMR Segmentation—0
Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation—0
Automatic Tumor Segmentation via False Positive Reduction Network for Whole-Body Multi-Modal PET/CT ImagesCode1
Automatic Tooth Segmentation from 3D Dental Model using Deep Learning: A Quantitative Analysis of what can be learnt from a Single 3D Dental ModelCode0
Continual Learning for Class- and Domain-Incremental Semantic Segmentation—0
Weakly Supervised Medical Image Segmentation With Soft Labels and Noise Robust Loss—0
Causes of Catastrophic Forgetting in Class-Incremental Semantic Segmentation—0
Whole-Body Lesion Segmentation in 18F-FDG PET/CTCode0
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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