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Segmentation

Papers

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Showing 9351–9400 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
Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography—0
Continual Class Incremental Learning for CT Thoracic Segmentation—0
Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation—0
ARPM-net: A novel CNN-based adversarial method with Markov Random Field enhancement for prostate and organs at risk segmentation in pelvic CT images—0
Image segmentation via Cellular Automata—0
Implanting Synthetic Lesions for Improving Liver Lesion Segmentation in CT Exams—0
Multi-modal segmentation of 3D brain scans using neural networks—0
Deep Learning from Dual-Energy Information for Whole-Heart Segmentation in Dual-Energy and Single-Energy Non-Contrast-Enhanced Cardiac CT—0
Rethinking 3D LiDAR Point Cloud SegmentationCode0
Subword Regularization: An Analysis of Scalability and Generalization for End-to-End Automatic Speech Recognition—0
Switching Loss for Generalized Nucleus Detection in Histopathology—0
Automated Claustrum Segmentation in Human Brain MRI Using Deep LearningCode0
Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography—0
Pairwise Relation Learning for Semi-supervised Gland Segmentation—0
Multiple Sclerosis Lesion Activity Segmentation with Attention-Guided Two-Path CNNs—0
Contextualized Translation of Automatically Segmented Speech—0
BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation—0
Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies—0
Structure Preserving Stain Normalization of Histopathology Images Using Self-Supervised Semantic Guidance—0
Polarimetric SAR Image Semantic Segmentation with 3D Discrete Wavelet Transform and Markov Random Field—0
Importance of Self-Consistency in Active Learning for Semantic Segmentation—0
Generalisable Cardiac Structure Segmentation via Attentional and Stacked Image Adaptation—0
Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images—0
An Exploration of Target-Conditioned Segmentation Methods for Visual Object Trackers—0
Joint Object Contour Points and Semantics for Instance 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