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Segmentation

Papers

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Showing 3551–3600 of 13072 papers

TitleStatusHype
3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT ImagesCode1
Large Intestine 3D Shape Refinement Using Point Diffusion Models for Digital Phantom Generation—0
3D SA-UNet: 3D Spatial Attention UNet with 3D ASPP for White Matter Hyperintensities SegmentationCode0
Segment Anything Model for Brain Tumor Segmentation—0
Efficient Polyp Segmentation Via Integrity Learning—0
Robust Burned Area Delineation through Multitask LearningCode1
A Ground Segmentation Method Based on Point Cloud Map for Unstructured Roads—0
TreeLearn: A deep learning method for segmenting individual trees from ground-based LiDAR forest point cloudsCode1
X-PDNet: Accurate Joint Plane Instance Segmentation and Monocular Depth Estimation with Cross-Task Distillation and Boundary CorrectionCode1
On undesired emergent behaviors in compound prostate cancer detection systems—0
Temporal-aware Hierarchical Mask Classification for Video Semantic SegmentationCode0
RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement—0
Morphologically-Aware Consensus Computation via Heuristics-based IterATive Optimization (MACCHIatO)—0
JSMNet Improving Indoor Point Cloud Semantic and Instance Segmentation through Self-Attention and Multiscale—0
Bayesian uncertainty-weighted loss for improved generalisability on polyp segmentation task—0
SHARM: Segmented Head Anatomical Reference ModelsCode0
Beyond Adapting SAM: Towards End-to-End Ultrasound Image Segmentation via Auto PromptingCode2
Leveraging Foundation models for Unsupervised Audio-Visual Segmentation—0
OTAS: Unsupervised Boundary Detection for Object-Centric Temporal Action SegmentationCode0
Active Label Refinement for Semantic Segmentation of Satellite Images—0
Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion—0
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing—0
FLDNet: A Foreground-Aware Network for Polyp Segmentation Leveraging Long-Distance Dependencies—0
Medical Image Segmentation with Belief Function Theory and Deep Learning—0
360^ from a Single Camera: A Few-Shot Approach for LiDAR Segmentation—0
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation—0
Improving Generalization Capability of Deep Learning-Based Nuclei Instance Segmentation by Non-deterministic Train Time and Deterministic Test Time Stain Normalization—0
A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation—0
Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic SegmentationCode1
LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus ImagesCode0
UniSeg: A Unified Multi-Modal LiDAR Segmentation Network and the OpenPCSeg CodebaseCode2
Two-Stage Hybrid Supervision Framework for Fast, Low-resource, and Accurate Organ and Pan-cancer Segmentation in Abdomen CT—0
Towards Content-based Pixel Retrieval in Revisited Oxford and ParisCode1
A Localization-to-Segmentation Framework for Automatic Tumor Segmentation in Whole-Body PET/CT ImagesCode0
Panoptic Vision-Language Feature FieldsCode1
Treatment-aware Diffusion Probabilistic Model for Longitudinal MRI Generation and Diffuse Glioma Growth Prediction—0
Learning Semantic Segmentation with Query Points Supervision on Aerial ImagesCode0
MFPNet: Multi-scale Feature Propagation Network For Lightweight Semantic Segmentation—0
A Skeleton-based Approach For Rock Crack Detection Towards A Climbing Robot ApplicationCode0
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
Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical TransformerCode1
Semi-supervised Instance Segmentation with a Learned Shape Prior—0
Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation—0
Enhancing Hierarchical Transformers for Whole Brain Segmentation with Intracranial Measurements IntegrationCode1
AMLP:Adaptive Masking Lesion Patches for Self-supervised Medical Image Segmentation—0
Grouping Boundary Proposals for Fast Interactive Image Segmentation—0
Long-Range Correlation Supervision for Land-Cover Classification from Remote Sensing Images—0
From Text to Mask: Localizing Entities Using the Attention of Text-to-Image Diffusion ModelsCode0
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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