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Segmentation

Papers

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Showing 8376–8400 of 13072 papers

TitleStatusHype
DANCE: DAta-Network Co-optimization for Efficient Segmentation Model Training and Inference—0
Unpaired cross-modality educed distillation (CMEDL) for medical image segmentation—0
Contrastive Predictive Coding for Anomaly Detection—0
MeNToS: Tracklets Association with a Space-Time Memory Network—0
A modular U-Net for automated segmentation of X-ray tomography images in composite materialsCode0
Amodal segmentation just like doing a jigsaw—0
Detecting when pre-trained nnU-Net models fail silently for Covid-19 lung lesion segmentation—0
Learning from Partially Overlapping Labels: Image Segmentation under Annotation Shift—0
TransClaw U-Net: Claw U-Net with Transformers for Medical Image SegmentationCode0
AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical RegionsCode0
The Power of Proxy Data and Proxy Networks for Hyper-Parameter Optimization in Medical Image Segmentation—0
AutoFB: Automating Fetal Biometry Estimation from Standard Ultrasound Planes—0
Context-aware virtual adversarial training for anatomically-plausible segmentation—0
EndoUDA: A modality independent segmentation approach for endoscopy imaging—0
NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection—0
BEV-MODNet: Monocular Camera based Bird's Eye View Moving Object Detection for Autonomous Driving—0
Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation—0
SE-PSNet: Silhouette-based Enhancement Feature for Panoptic Segmentation Network—0
Merging Tasks for Video Panoptic Segmentation—0
Learning 3D Dense Correspondence via Canonical Point Autoencoder—0
Weaving Attention U-net: A Novel Hybrid CNN and Attention-based Method for Organs-at-risk Segmentation in Head and Neck CT Images—0
Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation—0
Task-Aware Sampling Layer for Point-Wise Analysis—0
Towards Robust General Medical Image SegmentationCode0
LIFE: A Generalizable Autodidactic Pipeline for 3D OCT-A Vessel 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