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Segmentation

Papers

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Showing 3251–3300 of 13072 papers

TitleStatusHype
BACS: Background Aware Continual Semantic SegmentationCode0
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep LearningCode0
2D Multi-Class Model for Gray and White Matter Segmentation of the Cervical Spinal Cord at 7TCode0
AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical RegionsCode0
MinneApple: A Benchmark Dataset for Apple Detection and SegmentationCode0
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel SegmentationCode0
Minimizing Supervision for Free-space SegmentationCode0
A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical ImagesCode0
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited LabelsCode0
A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging SegmentationCode0
A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image SegmentationCode0
Adaptation of Distinct Semantics for Uncertain Areas in Polyp SegmentationCode0
Microscopy Image Segmentation via Point and Shape Regularized Data SynthesisCode0
Microstructural segmentation using a union of attention guided U-Net models with different color transformed imagesCode0
MicroAnalyzer: A Python Tool for Automated Bacterial Analysis with Fluorescence MicroscopyCode0
Microscopy Cell Segmentation via Convolutional LSTM NetworksCode0
Anatomical Priors for Image Segmentation via Post-Processing with Denoising AutoencodersCode0
MIAS-SAM: Medical Image Anomaly Segmentation without thresholdingCode0
Microscopy Cell Segmentation via Adversarial Neural NetworksCode0
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalizationCode0
On Boosting Semantic Street Scene Segmentation with Weak SupervisionCode0
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image SegmentationCode0
Actor-Critic Instance SegmentationCode0
Methods for the frugal labeler: Multi-class semantic segmentation on heterogeneous labelsCode0
A Multitask Deep Learning Model for Parsing Bridge Elements and Segmenting Defect in Bridge Inspection ImagesCode0
Auto-segmentation of Hip Joints using MultiPlanar UNet with Transfer learningCode0
A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image SegmentationCode0
Meta-Learners for Few-Shot Weakly-Supervised Medical Image SegmentationCode0
Meta-Learning Initializations for Image SegmentationCode0
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ SegmentationCode0
Metadata Improves Segmentation Through Multitasking ElicitationCode0
MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel WeightingCode0
Memory-based Ensemble Learning in CMR Semantic SegmentationCode0
Autopet III challenge: Incorporating anatomical knowledge into nnUNet for lesion segmentation in PET/CTCode0
ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image SegmentationCode0
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
Memory-efficient Segmentation of High-resolution Volumetric MicroCT ImagesCode0
Autopet Challenge 2023: nnUNet-based whole-body 3D PET-CT Tumour SegmentationCode0
AutoPET Challenge 2022: Step-by-Step Lesion Segmentation in Whole-body FDG-PET/CTCode0
AutoPET Challenge 2022: Automatic Segmentation of Whole-body Tumor Lesion Based on Deep Learning and FDG PET/CTCode0
A Multi-Scale Recurrent Framework for Motion Segmentation With Event CameraCode0
Auto-nnU-Net: Towards Automated Medical Image SegmentationCode0
Meply: A Large-scale Dataset and Baseline Evaluations for Metastatic Perirectal Lymph Node Detection and SegmentationCode0
Medical Image Segmentation Using Directional Window AttentionCode0
2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopyCode0
Medical Image Segmentation Using Deep Learning: A SurveyCode0
Automatic Tooth Segmentation from 3D Dental Model using Deep Learning: A Quantitative Analysis of what can be learnt from a Single 3D Dental ModelCode0
MedAI: Transparency in Medical Image SegmentationCode0
MDA-Net: Multiscale dual attention-based network for breast lesion segmentation using ultrasound imagesCode0
A Multimodal Feature Distillation with CNN-Transformer Network for Brain Tumor Segmentation with Incomplete ModalitiesCode0
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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