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Segmentation

Papers

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Showing 13001–13050 of 13072 papers

TitleStatusHype
BACS: Background Aware Continual Semantic SegmentationCode0
Mask-RCNN and U-net Ensembled for Nuclei SegmentationCode0
CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence MicroscopyCode0
CYBORGS: Contrastively Bootstrapping Object Representations by Grounding in SegmentationCode0
CV-Attention UNet: Attention-based UNet for 3D Cerebrovascular Segmentation of Enhanced TOF-MRA ImagesCode0
A new dataset for measuring the performance of blood vessel segmentation methods under distribution shiftsCode0
Multi-Level Contextual Network for Biomedical Image SegmentationCode0
Isointense Infant Brain Segmentation with a Hyper-dense Connected Convolutional Neural NetworkCode0
CVAE-SM: A Conditional Variational Autoencoder with Style Modulation for Efficient Uncertainty QuantificationCode0
NeuroQuantify -- An Image Analysis Software for Detection and Quantification of Neurons and Neurites using Deep LearningCode0
Mask Scoring R-CNNCode0
How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything ModelCode0
Is the U-Net Directional-Relationship Aware?Code0
Cut-Paste Consistency Learning for Semi-Supervised Lesion SegmentationCode0
Mask Selection and Propagation for Unsupervised Video Object SegmentationCode0
Customer SegmentationCode0
AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical RegionsCode0
Mask the Unknown: Assessing Different Strategies to Handle Weak Annotations in the MICCAI2023 Mediastinal Lymph Node Quantification ChallengeCode0
A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging SegmentationCode0
Adaptive Interactive Segmentation for Multimodal Medical Imaging via Selection EngineCode0
Curriculum semi-supervised segmentationCode0
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysisCode0
A New Logic For Pediatric Brain Tumor SegmentationCode0
MASNet: A Robust Deep Marine Animal Segmentation NetworkCode0
A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image SegmentationCode0
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image SegmentationCode0
Auto-segmentation of Hip Joints using MultiPlanar UNet with Transfer learningCode0
Iterative Event-based Motion Segmentation by Variational Contrast MaximizationCode0
Curriculum Domain Adaptation for Semantic Segmentation of Urban ScenesCode0
Iterative fully convolutional neural networks for automatic vertebra segmentation and identificationCode0
MASSeg : 2nd Technical Report for 4th PVUW MOSE TrackCode0
NeurReg: Neural Registration and Its Application to Image SegmentationCode0
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ SegmentationCode0
Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain DataCode0
Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image SegmentationCode0
OnlineTAS: An Online Baseline for Temporal Action SegmentationCode0
MAST: Video Polyp Segmentation with a Mixture-Attention Siamese TransformerCode0
Autopet III challenge: Incorporating anatomical knowledge into nnUNet for lesion segmentation in PET/CTCode0
CT-xCOV: a CT-scan based Explainable Framework for COVid-19 diagnosisCode0
CTS: A Consistency-Based Medical Image Segmentation ModelCode0
Parking Space Detection in the City of GranadaCode0
Iterative Semi-Supervised Learning for Abdominal Organs and Tumor SegmentationCode0
Iterative Transformer Network for 3D Point CloudCode0
AutoPET Challenge III: Testing the Robustness of Generalized Dice Focal Loss trained 3D Residual UNet for FDG and PSMA Lesion Segmentation from Whole-Body PET/CT ImagesCode0
Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical SegmentationCode0
CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registrationCode0
IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel NetworksCode0
3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor SegmentationCode0
IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNetCode0
NextStop: An Improved Tracker For Panoptic LIDAR Segmentation DataCode0
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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