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Segmentation

Papers

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Showing 3876–3900 of 13072 papers

TitleStatusHype
ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class EmbeddingCode1
3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D NetworksCode1
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 ChallengesCode1
Interpolation-Split: a data-centric deep learning approach with big interpolated data to boost airway segmentation performance—0
LOTUS: Learning to Optimize Task-based US representationsCode1
Cross-dimensional transfer learning in medical image segmentation with deep learningCode0
XMem++: Production-level Video Segmentation From Few Annotated FramesCode2
CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic SegmentationCode1
A Multi-Scale Recurrent Framework for Motion Segmentation With Event CameraCode0
Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass SegmentationCode0
AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative NormalizationCode0
TriadNet: Sampling-free predictive intervals for lesional volume in 3D brain MR imagesCode0
One-shot Joint Extraction, Registration and Segmentation of Neuroimaging DataCode0
Adaptive Segmentation Network for Scene Text Detection—0
To Adapt or Not to Adapt? Real-Time Adaptation for Semantic SegmentationCode1
A Weakly Supervised Segmentation Network Embedding Cross-scale Attention Guidance and Noise-sensitive Constraint for Detecting Tertiary Lymphoid Structures of Pancreatic Tumors—0
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image SegmentationCode1
Towards Deeply Unified Depth-aware Panoptic Segmentation with Bi-directional Guidance LearningCode1
pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud SegmentationCode0
Clustering based Point Cloud Representation Learning for 3D AnalysisCode1
Fluorescent Neuronal Cells v2: Multi-Task, Multi-Format Annotations for Deep Learning in Microscopy—0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
Multi-modal Learning with Missing Modality via Shared-Specific Feature ModellingCode1
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks—0
Deepfake Image Generation for Improved Brain Tumor 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