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Segmentation

Papers

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Showing 5726–5750 of 13072 papers

TitleStatusHype
Bayesian uncertainty-weighted loss for improved generalisability on polyp segmentation task—0
Leveraging Foundation models for Unsupervised Audio-Visual Segmentation—0
SHARM: Segmented Head Anatomical Reference ModelsCode0
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing—0
360^ from a Single Camera: A Few-Shot Approach for LiDAR Segmentation—0
Active Label Refinement for Semantic Segmentation of Satellite Images—0
Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion—0
Improving Generalization Capability of Deep Learning-Based Nuclei Instance Segmentation by Non-deterministic Train Time and Deterministic Test Time Stain Normalization—0
Medical Image Segmentation with Belief Function Theory and Deep Learning—0
OTAS: Unsupervised Boundary Detection for Object-Centric Temporal Action SegmentationCode0
FLDNet: A Foreground-Aware Network for Polyp Segmentation Leveraging Long-Distance Dependencies—0
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation—0
A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation—0
Two-Stage Hybrid Supervision Framework for Fast, Low-resource, and Accurate Organ and Pan-cancer Segmentation in Abdomen CT—0
A Localization-to-Segmentation Framework for Automatic Tumor Segmentation in Whole-Body PET/CT ImagesCode0
Treatment-aware Diffusion Probabilistic Model for Longitudinal MRI Generation and Diffuse Glioma Growth Prediction—0
LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus ImagesCode0
Learning Semantic Segmentation with Query Points Supervision on Aerial ImagesCode0
A Skeleton-based Approach For Rock Crack Detection Towards A Climbing Robot ApplicationCode0
MFPNet: Multi-scale Feature Propagation Network For Lightweight Semantic Segmentation—0
LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel SegmentationCode0
SSHNN: Semi-Supervised Hybrid NAS Network for Echocardiographic Image SegmentationCode0
SortedAP: Rethinking evaluation metrics for instance segmentationCode0
Semi-supervised Instance Segmentation with a Learned Shape Prior—0
AMLP:Adaptive Masking Lesion Patches for Self-supervised Medical Image Segmentation—0
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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