Yunmei Chen

According to our database, Yunmei Chen authored at least 105 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Provably Convergent Learned Inexact Descent Algorithm for Low-Dose CT Reconstruction.

Qingchao Zhang, Mehrdad Alvandipour, Wenjun Xia, Yi Zhang, Xiaojing Ye, Yunmei Chen

J. Sci. Comput., October, 2024

2023

DULDA: Dual-Domain Unsupervised Learned Descent Algorithm for PET Image Reconstruction.

Rui Hu, Yunmei Chen, Kyung Sang Kim, Marcio Aloisio Bezerra Cavalcanti Rockenbach, Quanzheng Li, Huafeng Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Learned Alternating Minimization Algorithm for Dual-Domain Sparse-View CT Reconstruction.

Chi Ding, Qingchao Zhang, Ge Wang, Xiaojing Ye, Yunmei Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

STPDnet: Spatial-Temporal Convolutional Primal Dual Network for Dynamic Pet Image Reconstruction.

Rui Hu, Jianan Cui, Chengjin Yu, Yunmei Chen, Huafeng Liu

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

An Accelerated Smoothing Gradient Method for Nonconvex Nonsmooth Minimization in Image Processing.

Weina Wang, Yunmei Chen

J. Sci. Comput., 2022

Extra Proximal-Gradient Network with Learned Regularization for Image Compressive Sensing Reconstruction.

Qingchao Zhang, Xiaojing Ye, Yunmei Chen

J. Imaging, 2022

A Learnable Variational Model for Joint Multimodal MRI Reconstruction and Synthesis.

Wanyu Bian, Qingchao Zhang, Xiaojing Ye, Yunmei Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Learnable Descent Algorithm for Nonsmooth Nonconvex Image Reconstruction.

Yunmei Chen, Hongcheng Liu, Xiaojing Ye, Qingchao Zhang

SIAM J. Imaging Sci., 2021

An Optimization-Based Meta-Learning Model for MRI Reconstruction with Diverse Dataset.

Wanyu Bian, Yunmei Chen, Xiaojing Ye, Qingchao Zhang

J. Imaging, 2021

An Optimal Control Framework for Joint-channel Parallel MRI Reconstruction without Coil Sensitivities.

Wanyu Bian, Yunmei Chen, Xiaojing Ye

CoRR, 2021

2020

Inverse Projection Representation and Category Contribution Rate for Robust Tumor Recognition.

Xiaohui Yang, Li Tian, Yunmei Chen, Lijun Yang, Shuang Xu, Wenming Wu

IEEE ACM Trans. Comput. Biol. Bioinform., 2020

On Kernel Method-Based Connectionist Models and Supervised Deep Learning Without Backpropagation.

Shiyu Duan, Shujian Yu, Yunmei Chen, José C. Príncipe

Neural Comput., 2020

A Novel Learnable Gradient Descent Type Algorithm for Non-convex Non-smooth Inverse Problems.

Qingchao Zhang, Xiaojing Ye, Hongcheng Liu, Yunmei Chen

CoRR, 2020

Acceleration techniques for level bundle methods in weakly smooth convex constrained optimization.

Yunmei Chen, Xiaojing Ye, Wei Zhang

Comput. Optim. Appl., 2020

A Manifold Laplacian Regularized Semi-Supervised Sparse Image Classification Method With a Variant Trace Lasso Norm.

Wenjuan Zhang, Xiangchu Feng, Yunmei Chen

IEEE Access, 2020

Deep Parallel MRI Reconstruction Network Without Coil Sensitivities.

Wanyu Bian, Yunmei Chen, Xiaojing Ye

Proceedings of the Machine Learning for Medical Image Reconstruction, 2020

2019

Noninvasive Imaging of Epicardial and Endocardial Potentials With Low Rank and Sparsity Constraints.

Lin Fang, Jingjia Xu, Hongjie Hu, Yunmei Chen, Pengcheng Shi, Linwei Wang, Huafeng Liu

IEEE Trans. Biomed. Eng., 2019

A Two-Stage Algorithm for Joint Multimodal Image Reconstruction.

Yunmei Chen, Bin Li, Xiaojing Ye

SIAM J. Imaging Sci., 2019

3D Tensor Based Nonlocal Low Rank Approximation in Dynamic PET Reconstruction.

Nuobei Xie, Yunmei Chen, Huafeng Liu

Sensors, 2019

An integrated inverse space sparse representation framework for tumor classification.

Xiaohui Yang, Wenming Wu, Yunmei Chen, Xianqi Li, Juan Zhang, Dan Long, Lijun Yang

Pattern Recognit., 2019

Extra Proximal-Gradient Inspired Non-local Network.

Qingchao Zhang, Yunmei Chen

CoRR, 2019

Fast bundle-level methods for unconstrained and ball-constrained convex optimization.

Yunmei Chen, Guanghui Lan, Yuyuan Ouyang, Wei Zhang

Comput. Optim. Appl., 2019

TV Regularized Low-Rank Framework for Localizing Premature Ventricular Contraction Origin.

Lin Fang, Qi Zhuang, Wei Mao, Yunmei Chen, Huafeng Liu

IEEE Access, 2019

Single-Scan Dual-Tracer Separation Network Based on Pre-trained GRU.

Junyi Tong, Yunmei Chen, Huafeng Liu

Proceedings of the Multiscale Multimodal Medical Imaging - First International Workshop, 2019

2018

Stochastic Accelerated Alternating Direction Method of Multipliers with Importance Sampling.

Chenxi Chen, Yunmei Chen, Yuyuan Ouyang, Eduardo Pasiliao Jr.

J. Optim. Theory Appl., 2018

Breast Tumor Classification Based on Decision Information Genes and Inverse Projection Sparse Representation.

Xiaohui Yang, Wenming Wu, Yunmei Chen, Xianqi Li, Juan Zhang, Dan Long, Lijun Yang

CoRR, 2018

Learning Multiple Levels of Representations with Kernel Machines.

Shiyu Duan, Yunmei Chen, José C. Príncipe

CoRR, 2018

Nonlocal Low-Rank and Total Variation Constrained PET Image Reconstruction.

Nuobei Xie, Yunmei Chen, Huafeng Liu

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

Accelerated schemes for a class of variational inequalities.

Yunmei Chen, Guanghui Lan, Yuyuan Ouyang

Math. Program., 2017

2015

Simultaneous Reconstruction and Segmentation of Dynamic PET via Low-Rank and Sparse Matrix Decomposition.

Shuhang Chen, Huafeng Liu, Zhenghui Hu, Heye Zhang, Pengcheng Shi, Yunmei Chen

IEEE Trans. Biomed. Eng., 2015

An Accelerated Linearized Alternating Direction Method of Multipliers.

Yuyuan Ouyang, Yunmei Chen, Guanghui Lan, Eduardo Pasiliao Jr.

SIAM J. Imaging Sci., 2015

A novel method for 4D cone-beam computer-tomography reconstruction.

Hao Zhang, Justin C. Park, Yunmei Chen, Guanghui Lan, Bo Lu

Proceedings of the Medical Imaging 2015: Image Processing, 2015

Joint multi-shot multi-channel image reconstruction in compressive diffusion weighted MR imaging.

Hao Zhang, Yunmei Chen, Eduardo Pasiliao Jr., Feng Huang

Proceedings of the Medical Imaging 2015: Image Processing, 2015

Multi-contrast magnetic resonance image reconstruction.

Meng Liu, Yunmei Chen, Hao Zhang, Feng Huang

Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014

Optimal Primal-Dual Methods for a Class of Saddle Point Problems.

Yunmei Chen, Guanghui Lan, Yuyuan Ouyang

SIAM J. Optim., 2014

Vectorial total variation regularisation of orientation distribution functions in diffusion weighted MRI.

Yuyuan Ouyang, Yunmei Chen, Ying Wu

Int. J. Bioinform. Res. Appl., 2014

Integrative Approaches in Computational Biomedical Imaging 2013.

Huafeng Liu, Pengcheng Shi, Yunmei Chen

Comput. Math. Methods Medicine, 2014

Simultaneous reconstruction and segmentation for dynamic PET: A low rank framework.

Shuhang Chen, Zhi Chen, Zhenghui Hu, Yunmei Chen, Huafeng Liu

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

An Efficient Algorithm for Multiphase Image Segmentation With Intensity Bias Correction.

Haili Zhang, Xiaojing Ye, Yunmei Chen

IEEE Trans. Image Process., 2013

Ultrasound kidney segmentation with a global prior shape.

Jie Huang, Xiaoping Yang, Yunmei Chen, Liming Tang

J. Vis. Commun. Image Represent., 2013

Bregman operator splitting with variable stepsize for total variation image reconstruction.

Yunmei Chen, William W. Hager, Maryam Yashtini, Xiaojing Ye, Hongchao Zhang

Comput. Optim. Appl., 2013

A New Multiphase Soft Segmentation with Adaptive Variants.

Hongyuan Wang, Fuhua Chen, Yunmei Chen

Appl. Comput. Intell. Soft Comput., 2013

An enhanced approach for simultaneous image reconstruction and sensitivity map estimation in partially parallel imaging.

Meng Liu, Yunmei Chen, Yuyuan Ouyang, Xiaojing Ye, Feng Huang

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

Fast Algorithms for Image Reconstruction with Application to Partially Parallel MR Imaging.

Yunmei Chen, William W. Hager, Feng Huang, Dzung T. Phan, Xiaojing Ye, Wotao Yin

SIAM J. Imaging Sci., 2012

Nonparametric Image Segmentation Using Rényi's Statistical Dependence Measure.

Haili Zhang, Yunmei Chen, Jiangli Shi

J. Math. Imaging Vis., 2012

Integrative Approaches in Computational Biomedical Imaging.

Huafeng Liu, Pengcheng Shi, Yunmei Chen

Comput. Math. Methods Medicine, 2012

A variational multiphase model for simultaneous MR image segmentation and bias correction.

Haili Zhang, Yunmei Chen, Xiaojing Ye

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A sparseland model for deblurring images in the presence of impulse noise.

Haili Zhang, Yunmei Chen

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Partially parallel MR image reconstruction using sensitivity encoding.

Maryam Yashtini, William W. Hager, Yunmei Chen, Xiaojing Ye

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011

Fast MR Image Reconstruction for Partially Parallel Imaging With Arbitrary k -Space Trajectories.

Xiaojing Ye, Yunmei Chen, Wei Lin, Feng Huang

IEEE Trans. Medical Imaging, 2011

Computational Acceleration for MR Image Reconstruction in Partially Parallel Imaging.

Xiaojing Ye, Yunmei Chen, Feng Huang

IEEE Trans. Medical Imaging, 2011

A test of independence based on a generalized correlation function.

Murali Rao, Sohan Seth, Jian-Wu Xu, Yunmei Chen, Hemant D. Tagare, José C. Príncipe

Signal Process., 2011

A New Framework of Multiphase Segmentation and Its Application to Partial Volume Segmentation.

Fuhua Chen, Yunmei Chen, Hemant D. Tagare

Appl. Comput. Intell. Soft Comput., 2011

A spatial regularization framework of orientation diffusion functions using total variation and wavelet.

Yuyuan Ouyang, Yunmei Chen, Ying Wu

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010

Statistical Evaluations of the Reproducibility and Reliability of 3-Tesla High Resolution Magnetization Transfer Brain Images: A Pilot Study on Healthy Subjects.

Kelly H. Zou, Hongyan Du, Shawn Sidharthan, Lisa M. DeTora, Yunmei Chen, Ann B. Ragin, Robert R. Edelman, Ying Wu

Int. J. Biomed. Imaging, 2010

A statistical similarity measure for non-rigid multi-modal image registration.

Jiangli Shi, Yunmei Chen, Murali Rao, Jinseop Lee

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Motion-based, multi-modality image registration for cardiac imaging.

Alan T. Cebula, David R. Gilland, Jason G. Parker, Yunmei Chen

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

A Multi-phase Soft Segmentation Based on Bi-direction Projected PDHG Method.

Fuhua Chen, Yunmei Chen

Proceedings of the 2010 International Conference on Image Processing, 2010

2009

A New Algorithm for Inverse Consistent Image Registration.

Xiaojing Ye, Yunmei Chen

Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

MR Image Reconstruction via Sparse Representation: Modeling and Algorithm.

Xiaojing Ye, Yunmei Chen, Feng Huang

Proceedings of the 2009 International Conference on Image Processing, 2009

A soft multiphase segmentation model via Gaussian mixture.

Célia A. Zorzo Barcelos, Yunmei Chen, Fuhua Chen

Proceedings of the International Conference on Image Processing, 2009

2008

Comparison of EM-based and level set partial volume segmentations of MR brain images.

Hemant D. Tagare, Yunmei Chen, Robert K. Fulbright

Proceedings of the Medical Imaging 2008: Image Processing, 2008

Accurate Inverse Consistent Non-rigid Image Registration and Its Application on Automatic Re-contouring.

Qingguo Zeng, Yunmei Chen

Proceedings of the Bioinformatics Research and Applications, 2008

An Extension of Sine-Sinc Model Based on Logarithm of Likelihood.

Fuhua Chen, Yunmei Chen, Hemant D. Tagare

Proceedings of the 2008 International Conference on Image Processing, 2008

Improvement of accuracy in deformable registration in radiation therapy.

Xiaojing Ye, Yunmei Chen

Proceedings of the International Conference on Image Processing, 2008

Integration of Functional Mapping and Delay Differential Equations to Map the Genes that Regulate Circadian Rhythms.

Yunmei Chen, Guifang Fu, Rongling Wu

Proceedings of the International Conference on Bioinformatics, 2008

2007

A Coupled Minimization Problem for Medical Image Segmentation with Priors.

Yunmei Chen, Feng Huang, Hemant D. Tagare, Murali Rao

Int. J. Comput. Vis., 2007

Kullback Leibler Divergence Based Curve Matching Method.

Pengwen Chen, Yunmei Chen, Murali Rao

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

Region Based Image Segmentation Using a Modified Mumford-Shah Algorithm.

Jung-ha An, Yunmei Chen

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

2006

Variable Exponent, Linear Growth Functionals in Image Restoration.

Yunmei Chen, Stacey Levine, Murali Rao

SIAM J. Appl. Math., 2006

Using multiple tensor deflection to reconstruct white matter fiber traces with branching.

Weihong Guo, Qingguo Zeng, Yunmei Chen, Yijun Liu

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

A PDE Based Method for Fuzzy Classification of Medical Images.

Sheshadri R. Thiruvenkadam, Subramaniam Arcot, Yunmei Chen

Proceedings of the International Conference on Image Processing, 2006

Using Non-Parametric Kernel to Segment and Smooth Images Simultaneously.

Weihong Guo, Yunmei Chen

Proceedings of the International Conference on Image Processing, 2006

Neighborhood Aided Implicit Active Contours.

Huafeng Liu, Yunmei Chen, Wufan Chen, Pengcheng Shi

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005

Partial Regularity for a Selective Smoothing Functional for Image Restoration in BV Space.

Yunmei Chen, Murali Rao, Y. Tonegawa, T. Wunderli

SIAM J. Math. Anal., 2005

Non-rigid Shape Comparison of Implicitly-Defined Curves.

Sheshadri R. Thiruvenkadam, David Groisser, Yunmei Chen

Proceedings of the Variational, 2005

Geodesic Active Contours with Adaptive Neighboring Influence.

Huafeng Liu, Yunmei Chen, Hon Pong Ho, Pengcheng Shi

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Point-Based Geometric Deformable Models for Medical Image Segmentation.

Hon Pong Ho, Yunmei Chen, Huafeng Liu, Pengcheng Shi

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

A Variational PDE Based Level Set Method for a Simultaneous Segmentation and Non-rigid Registration.

Jung-ha An, Yunmei Chen, Feng Huang, David Clifford Wilson, Edward A. Geiser

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Apparent Diffusion Coefficient Approximation and Diffusion Anisotropy Characterization in DWI.

Yunmei Chen, Weihong Guo, Qingguo Zeng, Xiaolu Yan, Murali Rao, Yijun Liu

Proceedings of the Information Processing in Medical Imaging, 2005

Some New Results on Non-rigid Correspondence and Classification of Curves.

Xiqiang Zheng, Yunmei Chen, David Groisser, David Clifford Wilson

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005

Level Set Active Contours on Unstructured Point Cloud.

Hon Pong Ho, Yunmei Chen, Huafeng Liu, Pengcheng Shi

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

A constrained variational principle for direct estimation and smoothing of the diffusion tensor field from complex DWI.

Zhizhou Wang, Baba C. Vemuri, Yunmei Chen, Thomas H. Mareci

IEEE Trans. Medical Imaging, 2004

Cumulative Residual Entropy: A New Measure of Information.

Murali Rao, Yunmei Chen, Baba C. Vemuri, Fei Wang

IEEE Trans. Inf. Theory, 2004

DT-MRI denoising and neuronal fiber tracking.

Tim McGraw, Baba C. Vemuri, Yunmei Chen, Murali Rao, Thomas Mareci

Medical Image Anal., 2004

Statistical Analysis of a Nonlinear Estimator for ADC and Its Application to Optimizing Diffusion Weighting Factors.

Zhizhou Wang, Baba C. Vemuri, Evren Özarslan, Yunmei Chen, Thomas Mareci

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Recovery of Intra-voxel Structure from HARD DWI.

Yunmei Chen, Weihong Guo, Qingguo Zeng, Guojun He, Baba C. Vemuri, Yijun Liu

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Estimation, Smoothing, and Characterization of Apparent Diffusion Coefficient Profiles from High Angular Resolution DWI.

Yunmei Chen, Weihong Guo, Qingguo Zeng, Xiaolu Yan, Feng Huang, Hao Zhang, Guojun He, Baba C. Vemuri, Yijun Liu

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003

Minimization Problems and Associated Flows Related to Weighted <i>p</i> Energy and Total Variation.

Yunmei Chen, Murali Rao

SIAM J. Math. Anal., 2003

A New & Robust Information Theoretic Measure and Its Application to Image Alignment.

Fei Wang, Baba C. Vemuri, Murali Rao, Yunmei Chen

Proceedings of the Information Processing in Medical Imaging, 2003

A Constrained Variational Principle for Direct Estimation and Smoothing of the Diffusion Tensor Field from DWI.

Zhizhou Wang, Baba C. Vemuri, Yunmei Chen, Thomas Mareci

Proceedings of the Information Processing in Medical Imaging, 2003

Cumulative Residual Entropy, A New Measure of Information & its Application to Image Alignment.

Fei Wang, Baba C. Vemuri, Murali Rao, Yunmei Chen

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Using prior shape and intensity profile in medical image segmentation.

Yunmei Chen, Feng Huang, Hemant D. Tagare, Murali Rao, David Clifford Wilson, Edward A. Geiser

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Diffusion Tensor MR Image Restoration.

Zhizhou Wang, Baba C. Vemuri, Yunmei Chen

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

using Prior Shape and Points in Medical Image Segmentation.

Yunmei Chen, Weihong Guo, Feng Huang, David Clifford Wilson, Edward A. Geiser

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

Simultaneous Smoothing and Estimation of the Tensor Field from Diffusion Tens or MRI.

Zhizhou Wang, Baba C. Vemuri, Yunmei Chen, Thomas Mareci

Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002

Image Recovery via Diffusion Tensor and Time-Delay Regularization.

Yunmei Chen, Stacey Levine

J. Vis. Commun. Image Represent., 2002

Using Prior Shapes in Geometric Active Contours in a Variational Framework.

Yunmei Chen, Hemant D. Tagare, Sheshadri R. Thiruvenkadam, Feng Huang, David Clifford Wilson, Kaundinya S. Gopinath, Richard W. Briggs, Edward A. Geiser

Int. J. Comput. Vis., 2002

Line Integral Convolution for Visualization of Fiber Tract Maps from DTI.

Tim McGraw, Baba C. Vemuri, Zhizhou Wang, Yunmei Chen, Murali Rao, Thomas Mareci

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Automatic fiber tractography from DTI and its validation.

Baba C. Vemuri, Yunmei Chen, Murali Rao, Zhizhou Wang, Tim McGraw, Thomas H. Mareci, Stephen J. Blackband, P. Reier

Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Simultaneous Segmentation and Registration for Functional MR Images.

Yunmei Chen, Sheshadri R. Thiruvenkadam, Feng Huang, Kaundinya S. Gopinath, Richard W. Briggs

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Registration Assisted Image Smoothing and Segmentation.

Baba C. Vemuri, Yunmei Chen, Zhizhou Wang

Proceedings of the Computer Vision, 2002

2001

On the Incorporation of Time-delay Regularization into Curvature-based Diffusion.

Yunmei Chen, Paromita Bose

J. Math. Imaging Vis., 2001

Smoothing and Edge Detection by Time-Varying Coupled Nonlinear Diffusion Equations.

Yunmei Chen, Célia A. Zorzo Barcelos, Bernard Anthony Mair

Comput. Vis. Image Underst., 2001

1998

A Coupled PDE Model of Nonlinear Diffusion for Image Smoothing and Segmentation.

Baba C. Vemuri, Li Wang, Yunmei Chen

Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998