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Segmentation

Papers

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Showing 9351–9375 of 13072 papers

TitleStatusHype
m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural NetworksCode0
Symbolic Semantic Segmentation and Interpretation of COVID-19 Lung Infections in Chest CT volumes based on Emergent Languages—0
ScribbleBox: Interactive Annotation Framework for Video Object Segmentation—0
Robustness and Overfitting Behavior of Implicit Background ModelsCode0
A persistent homology-based topological loss function for multi-class CNN segmentation of cardiac MRI—0
Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images -- the ACDC@LungHP Challenge 2019—0
Spatial--spectral FFPNet: Attention-Based Pyramid Network for Segmentation and Classification of Remote Sensing Images—0
Salient Instance Segmentation with Region and Box-level Annotations—0
Inner Cell Mass and Trophectoderm Segmentation in Human Blastocyst Images using Deep Neural Network—0
"Name that manufacturer". Relating image acquisition bias with task complexity when training deep learning models: experiments on head CT—0
DONet: Dual Objective Networks for Skin Lesion Segmentation—0
PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data—0
Self-supervised Sparse to Dense Motion Segmentation—0
Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation—0
White blood cell classification—0
Monocular Instance Motion Segmentation for Autonomous Driving: KITTI InstanceMotSeg Dataset and Multi-task Baseline—0
Relevance Attack on DetectorsCode0
Geodesic Paths for Image Segmentation with Implicit Region-based Homogeneity Enhancement—0
Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI—0
Feedback Attention for Cell Image Segmentation—0
Optimized Deep Encoder-Decoder Methods for Crack Segmentation—0
Neural collaborative filtering for unsupervised mitral valve segmentation in echocardiography—0
Multi-Modality Pathology Segmentation Framework: Application to Cardiac Magnetic Resonance ImagesCode0
A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple SclerosisCode0
Approaching Neural Chinese Word Segmentation as a Low-Resource Machine Translation Task—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