Yefeng Zheng

According to our database1, Yefeng Zheng authored at least 98 papers between 2001 and 2019.

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Bibliography

2019
Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Towards cross-modal organ translation and segmentation: A cycle- and shape-consistent generative adversarial network.
Medical Image Analysis, 2019

Combo loss: Handling input and output imbalance in multi-organ segmentation.
Comp. Med. Imag. and Graph., 2019

2018
Deep similarity learning for multimodal medical images.
CMBBE: Imaging & Visualization, 2018

Deep Reinforcement Learning for Vessel Centerline Tracing in Multi-modality 3D Volumes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Pyramid Network with Online Hard Example Mining for Accurate Left Atrium Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

Translating and Segmenting Multimodal Medical Volumes With Cycle- and Shape-Consistency Generative Adversarial Network.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Face Completion with Semantic Knowledge and Collaborative Adversarial Learning.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Deep Learning Based Automatic Segmentation of Pathological Kidney in CT: Local Versus Global Image Context.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2017

Robust Landmark Detection in Volumetric Data with Efficient 3D Deep Learning.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2017

Review of Deep Learning Methods in Mammography, Cardiovascular, and Microscopy Image Analysis.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2017

Self supervised deep representation learning for fine-grained body part recognition.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016
Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing.
IEEE Trans. Med. Imaging, 2016

Coronary Centerline Extraction via Optimal Flow Paths and CNN Path Pruning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Structure-Aware Rank-1 Tensor Approximation for Curvilinear Structure Tracking Using Learned Hierarchical Features.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Iterative Multi-domain Regularized Deep Learning for Anatomical Structure Detection and Segmentation from Ultrasound Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Real-time 2D/3D registration via CNN regression.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Automatic Segmentation of Spinal Canals in CT Images via Iterative Topology Refinement.
IEEE Trans. Med. Imaging, 2015

Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets.
IEEE Trans. Med. Imaging, 2015

3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Marginal Space Deep Learning: Efficient Architecture for Detection in Volumetric Image Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Cross-modality medical image detection and segmentation by transfer learning of shapel priors.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Component-composition based heart isolation for 3D volume visualization of coronary arteries.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Multi-Part Modeling and Segmentation of Left Atrium in C-Arm CT for Image-Guided Ablation of Atrial Fibrillation.
IEEE Trans. Med. Imaging, 2014

Improving accuracy in coronary lumen segmentation via explicit calcium exclusion, learning-based ray detection and surface optimization.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Pericardium Based Model Fusion of CT and Non-contrasted C-arm CT for Visual Guidance in Cardiac Interventions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Precise Lumen Segmentation in Coronary Computed Tomography Angiography.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014

Sparse Appearance Learning Based Automatic Coronary Sinus Segmentation in CTA.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

CTA Coronary Labeling through Efficient Geodesics between Trees Using Anatomy Priors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Reliable extraction of the mid-sagittal plane in 3D brain MRI via hierarchical landmark detection.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Marginal Space Learning for Medical Image Analysis - Efficient Detection and Segmentation of Anatomical Structures
Springer, ISBN: 978-1-4939-0600-0, 2014

2013
Motion-Compensated Mega-Voltage Cone Beam CT Using the Deformation Derived Directly From 2D Projection Images.
IEEE Trans. Med. Imaging, 2013

Spine detection in CT and MR using iterated marginal space learning.
Medical Image Analysis, 2013

Automatic and efficient contrast-based 2-D/3-D fusion for trans-catheter aortic valve implantation (TAVI).
Comp. Med. Imag. and Graph., 2013

Graph cuts based left atrium segmentation refinement and right middle pulmonary vein extraction in C-arm CT.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Robust and Accurate Coronary Artery Centerline Extraction in CTA by Combining Model-Driven and Data-Driven Approaches.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Computer Aided Diagnosis Using Multilevel Image Features on Large-Scale Evaluation.
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013

Automatic 3D Motion Estimation of Left Ventricle from C-arm Rotational Angiocardiography Using a Prior Motion Model and Learning Based Boundary Detector.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

2012
Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT for Transcatheter Aortic Valve Implantation.
IEEE Trans. Med. Imaging, 2012

Robust pigtail catheter tip detection in fluoroscopy.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

Automatic Heart Isolation in 3D CT Images.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

Model-Driven Centerline Extraction for Severely Occluded Major Coronary Arteries.
Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

Catheter Tracking via Online Learning for Dynamic Motion Compensation in Transcatheter Aortic Valve Implantation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Precise Segmentation of Multiple Organs in CT Volumes Using Learning-Based Approach and Information Theory.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

3D Lung Tumor Motion Model Extraction from 2D Projection Images of Mega-voltage Cone Beam CT via Optimal Graph Search.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Precise segmentation of the left atrium in C-arm CT volumes with applications to atrial fibrillation ablation.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Personalized learning-based segmentation of thoracic aorta and main branches for diagnosis and treatment planning.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Enhancement of organ of interest via background subtraction in cone beam rotational angiocardiogram.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Segmentation and removal of pulmonary arteries, veins and left atrial appendage for visualizing coronary and bypass arteries.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011
Prediction Based Collaborative Trackers (PCT): A Robust and Accurate Approach Toward 3D Medical Object Tracking.
IEEE Trans. Med. Imaging, 2011

Machine learning based vesselness measurement for coronary artery segmentation in cardiac CT volumes.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Multi-part Left Atrium Modeling and Segmentation in C-Arm CT Volumes for Atrial Fibrillation Ablation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Efficient Detection of Native and Bypass Coronary Ostia in Cardiac CT Volumes: Anatomical vs. Pathological Structures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Model-Based Fusion of Multi-modal Volumetric Images: Application to Transcatheter Valve Procedures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Automatic Extraction of 3D Dynamic Left Ventricle Model from 2D Rotational Angiocardiogram.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

A hybrid method for 2-D/3-D registration between 3-D volumes and 2-D angiography for trans-catheter aortic valve implantation (TAVI).
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Adaptive random forest - How many "experts" to ask before making a decision?
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Aortic valve and ascending aortic root modeling from 3D and 3D+t CT.
Proceedings of the Medical Imaging 2010: Visualization, 2010

Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT: Application to Aortic Valve Implantation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Fast and Automatic Heart Isolation in 3D CT Volumes: Optimal Shape Initialization.
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010

Fast Automatic Detection of Calcified Coronary Lesions in 3D Cardiac CT Images.
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010

Detection of 3D Spinal Geometry Using Iterated Marginal Space Learning.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010

System to Guide Transcatheter Aortic Valve Implantations Based on Interventional C-Arm CT Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Patient-Specific Modeling of the Heart: Applications to Cardiovascular Disease Management.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

Patient-specific modeling of left heart anatomy, dynamics and hemodynamics from high resolution 4D CT.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Signature Detection and Matching for Document Image Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Automatic left ventricle detection in MRI images using marginal space learning and component-based voting.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Left ventricle endocardium segmentation for cardiac CT volumes using an optimal smooth surface.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Fast and Robust 3-D MRI Brain Structure Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Marginal Space Learning for Efficient Detection of 2D/3D Anatomical Structures in Medical Images.
Proceedings of the Information Processing in Medical Imaging, 2009

Robust object detection using marginal space learning and ranking-based multi-detector aggregation: Application to left ventricle detection in 2D MRI images.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Constrained marginal space learning for efficient 3D anatomical structure detection in medical images.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Four-Chamber Heart Modeling and Automatic Segmentation for 3-D Cardiac CT Volumes Using Marginal Space Learning and Steerable Features.
IEEE Trans. Med. Imaging, 2008

Script-Independent Text Line Segmentation in Freestyle Handwritten Documents.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Four-chamber heart modeling and automatic segmentation for 3D cardiac CT volumes.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

A fast and accurate tracking algorithm of left ventricles in 3D echocardiography.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

AutoMPR: Automatic detection of standard planes in 3D echocardiography.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Signature-Based Document Image Retrieval.
Proceedings of the Computer Vision, 2008

3D ultrasound tracking of the left ventricle using one-step forward prediction and data fusion of collaborative trackers.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Hierarchical, learning-based automatic liver segmentation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Fast Automatic Heart Chamber Segmentation from 3D CT Data Using Marginal Space Learning and Steerable Features.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Multi-scale Structural Saliency for Signature Detection.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Robust Point Matching for Nonrigid Shapes by Preserving Local Neighborhood Structures.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Detecting Text Lines in Handwritten Documents.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Example Based Non-rigid Shape Detection.
Proceedings of the Computer Vision, 2006

2005
Handwriting identification, matching, and indexing in noisy document images.
PhD thesis, 2005

A Parallel-Line Detection Algorithm Based on HMM Decoding.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Handwriting Matching and Its Application to Handwriting Synthesis.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Robust Point Matching for Two-Dimensional Nonrigid Shapes.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2004
Machine Printed Text and Handwriting Identification in Noisy Document Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

2003
Classification-based spatial error concealment for images.
Proceedings of the 2003 International Conference on Image Processing, 2003

Text Identification in Noisy Document Images Using Markov Random Field.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

A Model-based Line Detection Algorithm in Documents.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Background Line Detection with A Stochastic Model.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

2002
Single-character type identification.
Proceedings of the Document Recognition and Retrieval IX, 2002

The Segmentation and Identification of Handwriting in Noisy Document Images.
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002

2001
Form Frame Line Detection with Directional Single-Connected Chain.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001


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