Yunmei Chen

ORCID

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 42

Top Venues

CoRR

SIAM J. Imaging Sci.

Medical Imaging: Image Processing

Comput. Optim. Appl.

Publications

Chi Ding, Qingchao Zhang, Ge Wang, Xiaojing Ye, Yunmei Chen
Learned Alternating Minimization Algorithm for Dual-domain Sparse-View CT Reconstruction. CoRR (2023)
Rui Hu, Jianan Cui, Chengjin Yu, Yunmei Chen, Huafeng Liu
STPDnet: Spatial-Temporal Convolutional Primal Dual Network for Dynamic Pet Image Reconstruction. ISBI (2023)
Rui Hu, Yunmei Chen, Kyung Sang Kim, Marcio Aloisio Bezerra Cavalcanti Rockenbach, Quanzheng Li, Huafeng Liu
DULDA: Dual-domain Unsupervised Learned Descent Algorithm for PET image reconstruction. CoRR (2023)
Rui Hu, Yunmei Chen, Kyung Sang Kim, Marcio Aloisio Bezerra Cavalcanti Rockenbach, Quanzheng Li, Huafeng Liu
DULDA: Dual-Domain Unsupervised Learned Descent Algorithm for PET Image Reconstruction. MICCAI (10) (2023)
Rui Hu, Jianan Cui, Chengjin Yu, Yunmei Chen, Huafeng Liu
STPDnet: Spatial-temporal convolutional primal dual network for dynamic PET image reconstruction. CoRR (2023)
Chi Ding, Qingchao Zhang, Ge Wang, Xiaojing Ye, Yunmei Chen
Learned Alternating Minimization Algorithm for Dual-Domain Sparse-View CT Reconstruction. MICCAI (10) (2023)
Qingchao Zhang, Xiaojing Ye, Yunmei Chen
Extra Proximal-Gradient Network with Learned Regularization for Image Compressive Sensing Reconstruction. J. Imaging 8 (7) (2022)
Weina Wang, Yunmei Chen
An Accelerated Smoothing Gradient Method for Nonconvex Nonsmooth Minimization in Image Processing. J. Sci. Comput. 90 (1) (2022)
Wanyu Bian, Qingchao Zhang, Xiaojing Ye, Yunmei Chen
A Learnable Variational Model for Joint Multimodal MRI Reconstruction and Synthesis. MICCAI (6) (2022)
Wanyu Bian, Qingchao Zhang, Xiaojing Ye, Yunmei Chen
A Learnable Variational Model for Joint Multimodal MRI Reconstruction and Synthesis. CoRR (2022)
Wanyu Bian, Yunmei Chen, Xiaojing Ye
An Optimal Control Framework for Joint-channel Parallel MRI Reconstruction without Coil Sensitivities. CoRR (2021)
Wanyu Bian, Yunmei Chen, Xiaojing Ye, Qingchao Zhang
An Optimization-Based Meta-Learning Model for MRI Reconstruction with Diverse Dataset. CoRR (2021)
Yunmei Chen, Hongcheng Liu, Xiaojing Ye, Qingchao Zhang
Learnable Descent Algorithm for Nonsmooth Nonconvex Image Reconstruction. SIAM J. Imaging Sci. 14 (4) (2021)
Qingchao Zhang, Mehrdad Alvandipour, Wenjun Xia, Yi Zhang, Xiaojing Ye, Yunmei Chen
Provably Convergent Learned Inexact Descent Algorithm for Low-Dose CT Reconstruction. CoRR (2021)
Wanyu Bian, Yunmei Chen, Xiaojing Ye, Qingchao Zhang
An Optimization-Based Meta-Learning Model for MRI Reconstruction with Diverse Dataset. J. Imaging 7 (11) (2021)
Yunmei Chen, Xiaojing Ye, Wei Zhang
Acceleration techniques for level bundle methods in weakly smooth convex constrained optimization. Comput. Optim. Appl. 77 (2) (2020)
Yunmei Chen, Hongcheng Liu, Xiaojing Ye, Qingchao Zhang
Learnable Descent Algorithm for Nonsmooth Nonconvex Image Reconstruction. CoRR (2020)
Wenjuan Zhang, Xiangchu Feng, Yunmei Chen
A Manifold Laplacian Regularized Semi-Supervised Sparse Image Classification Method With a Variant Trace Lasso Norm. IEEE Access 8 (2020)
Xiaohui Yang, Li Tian, Yunmei Chen, Lijun Yang, Shuang Xu, Wenming Wu
Inverse Projection Representation and Category Contribution Rate for Robust Tumor Recognition. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (4) (2020)
Wanyu Bian, Yunmei Chen, Xiaojing Ye
Deep Parallel MRI Reconstruction Network Without Coil Sensitivities. CoRR (2020)
Wanyu Bian, Yunmei Chen, Xiaojing Ye
Deep Parallel MRI Reconstruction Network Without Coil Sensitivities. MLMIR@MICCAI (2020)
Shiyu Duan, Shujian Yu, Yunmei Chen, José C. Príncipe
On Kernel Method-Based Connectionist Models and Supervised Deep Learning Without Backpropagation. Neural Comput. 32 (1) (2020)
Qingchao Zhang, Xiaojing Ye, Hongcheng Liu, Yunmei Chen
A Novel Learnable Gradient Descent Type Algorithm for Non-convex Non-smooth Inverse Problems. CoRR (2020)
Lin Fang, Jingjia Xu, Hongjie Hu, Yunmei Chen, Pengcheng Shi, Linwei Wang, Huafeng Liu
Noninvasive Imaging of Epicardial and Endocardial Potentials With Low Rank and Sparsity Constraints. IEEE Trans. Biomed. Eng. 66 (9) (2019)
Xiaohui Yang, Li Tian, Yunmei Chen, Lijun Yang, Shuang Xu, Wenming Wu
Inverse Projection Representation and Category Contribution Rate for Robust Tumor Recognition. CoRR (2019)
Xiaohui Yang, Wenming Wu, Yunmei Chen, Xianqi Li, Juan Zhang, Dan Long, Lijun Yang
An integrated inverse space sparse representation framework for tumor classification. Pattern Recognit. 93 (2019)
Yunmei Chen, Guanghui Lan, Yuyuan Ouyang, Wei Zhang
Fast bundle-level methods for unconstrained and ball-constrained convex optimization. Comput. Optim. Appl. 73 (1) (2019)
Yunmei Chen, Bin Li, Xiaojing Ye
A Two-Stage Algorithm for Joint Multimodal Image Reconstruction. SIAM J. Imaging Sci. 12 (3) (2019)
Nuobei Xie, Yunmei Chen, Huafeng Liu
3D Tensor Based Nonlocal Low Rank Approximation in Dynamic PET Reconstruction. Sensors 19 (23) (2019)
Qingchao Zhang, Yunmei Chen
Extra Proximal-Gradient Inspired Non-local Network. CoRR (2019)
Lin Fang, Qi Zhuang, Wei Mao, Yunmei Chen, Huafeng Liu
TV Regularized Low-Rank Framework for Localizing Premature Ventricular Contraction Origin. IEEE Access 7 (2019)
Junyi Tong, Yunmei Chen, Huafeng Liu
Single-Scan Dual-Tracer Separation Network Based on Pre-trained GRU. MMMI@MICCAI (2019)
Chenxi Chen, Yunmei Chen, Yuyuan Ouyang, Eduardo Pasiliao Jr.
Stochastic Accelerated Alternating Direction Method of Multipliers with Importance Sampling. J. Optim. Theory Appl. 179 (2) (2018)
Xiaohui Yang, Wenming Wu, Yunmei Chen, Xianqi Li, Juan Zhang, Dan Long, Lijun Yang
Breast Tumor Classification Based on Decision Information Genes and Inverse Projection Sparse Representation. CoRR (2018)
Nuobei Xie, Yunmei Chen, Huafeng Liu
Nonlocal Low-Rank and Total Variation Constrained PET Image Reconstruction. ICPR (2018)
Shiyu Duan, Yunmei Chen, José C. Príncipe
Learning Multiple Levels of Representations with Kernel Machines. CoRR (2018)
Yunmei Chen, Guanghui Lan, Yuyuan Ouyang
Accelerated schemes for a class of variational inequalities. Math. Program. 165 (1) (2017)
Hao Zhang, Yunmei Chen, Eduardo Pasiliao Jr., Feng Huang
Joint multi-shot multi-channel image reconstruction in compressive diffusion weighted MR imaging. Medical Imaging: Image Processing (2015)
Meng Liu, Yunmei Chen, Hao Zhang, Feng Huang
Multi-contrast magnetic resonance image reconstruction. Medical Imaging: Image Processing (2015)
Shuhang Chen, Huafeng Liu, Zhenghui Hu, Heye Zhang, Pengcheng Shi, Yunmei Chen
Simultaneous Reconstruction and Segmentation of Dynamic PET via Low-Rank and Sparse Matrix Decomposition. IEEE Trans. Biomed. Eng. 62 (7) (2015)
Yuyuan Ouyang, Yunmei Chen, Guanghui Lan, Eduardo Pasiliao Jr.
An Accelerated Linearized Alternating Direction Method of Multipliers. SIAM J. Imaging Sci. 8 (1) (2015)
Hao Zhang, Justin C. Park, Yunmei Chen, Guanghui Lan, Bo Lu
A novel method for 4D cone-beam computer-tomography reconstruction. Medical Imaging: Image Processing (2015)
Yunmei Chen, Guanghui Lan, Yuyuan Ouyang
Optimal Primal-Dual Methods for a Class of Saddle Point Problems. SIAM J. Optim. 24 (4) (2014)
Shuhang Chen, Zhi Chen, Zhenghui Hu, Yunmei Chen, Huafeng Liu
Simultaneous reconstruction and segmentation for dynamic PET: A low rank framework. ISBI (2014)
Huafeng Liu, Pengcheng Shi, Yunmei Chen
Integrative Approaches in Computational Biomedical Imaging 2013. Comput. Math. Methods Medicine 2014 (2014)
Yuyuan Ouyang, Yunmei Chen, Ying Wu
Vectorial total variation regularisation of orientation distribution functions in diffusion weighted MRI. Int. J. Bioinform. Res. Appl. 10 (1) (2014)
Jie Huang, Xiaoping Yang, Yunmei Chen, Liming Tang
Ultrasound kidney segmentation with a global prior shape. J. Vis. Commun. Image Represent. 24 (7) (2013)
Hongyuan Wang, Fuhua Chen, Yunmei Chen
A New Multiphase Soft Segmentation with Adaptive Variants. Appl. Comput. Intell. Soft Comput. 2013 (2013)
Yunmei Chen, William W. Hager, Maryam Yashtini, Xiaojing Ye, Hongchao Zhang
Bregman operator splitting with variable stepsize for total variation image reconstruction. Comput. Optim. Appl. 54 (2) (2013)
Meng Liu, Yunmei Chen, Yuyuan Ouyang, Xiaojing Ye, Feng Huang
An enhanced approach for simultaneous image reconstruction and sensitivity map estimation in partially parallel imaging. ICIP (2013)
Haili Zhang, Xiaojing Ye, Yunmei Chen
An Efficient Algorithm for Multiphase Image Segmentation With Intensity Bias Correction. IEEE Trans. Image Process. 22 (10) (2013)
Haili Zhang, Yunmei Chen, Xiaojing Ye
A variational multiphase model for simultaneous MR image segmentation and bias correction. ICIP (2012)
Yunmei Chen, William W. Hager, Feng Huang, Dzung T. Phan, Xiaojing Ye, Wotao Yin
Fast Algorithms for Image Reconstruction with Application to Partially Parallel MR Imaging. SIAM J. Imaging Sci. 5 (1) (2012)
Huafeng Liu, Pengcheng Shi, Yunmei Chen
Integrative Approaches in Computational Biomedical Imaging. Comput. Math. Methods Medicine 2012 (2012)
Maryam Yashtini, William W. Hager, Yunmei Chen, Xiaojing Ye
Partially parallel MR image reconstruction using sensitivity encoding. ICIP (2012)
Haili Zhang, Yunmei Chen, Jiangli Shi
Nonparametric Image Segmentation Using Rényi's Statistical Dependence Measure. J. Math. Imaging Vis. 44 (3) (2012)
Haili Zhang, Yunmei Chen
A sparseland model for deblurring images in the presence of impulse noise. ICIP (2012)
Xiaojing Ye, Yunmei Chen, Wei Lin, Feng Huang
Fast MR Image Reconstruction for Partially Parallel Imaging With Arbitrary k -Space Trajectories. IEEE Trans. Medical Imaging 30 (3) (2011)
Murali Rao, Sohan Seth, Jian-Wu Xu, Yunmei Chen, Hemant D. Tagare, José C. Príncipe
A test of independence based on a generalized correlation function. Signal Process. 91 (1) (2011)
Xiaojing Ye, Yunmei Chen, Feng Huang
Computational Acceleration for MR Image Reconstruction in Partially Parallel Imaging. IEEE Trans. Medical Imaging 30 (5) (2011)
Fuhua Chen, Yunmei Chen, Hemant D. Tagare
A New Framework of Multiphase Segmentation and Its Application to Partial Volume Segmentation. Appl. Comput. Intell. Soft Comput. 2011 (2011)
Yuyuan Ouyang, Yunmei Chen, Ying Wu
A spatial regularization framework of orientation diffusion functions using total variation and wavelet. ISBI (2011)
Kelly H. Zou, Hongyan Du, Shawn Sidharthan, Lisa M. DeTora, Yunmei Chen, Ann B. Ragin, Robert R. Edelman, Ying Wu
Statistical Evaluations of the Reproducibility and Reliability of 3-Tesla High Resolution Magnetization Transfer Brain Images: A Pilot Study on Healthy Subjects. Int. J. Biomed. Imaging 2010 (2010)
Jiangli Shi, Yunmei Chen, Murali Rao, Jinseop Lee
A statistical similarity measure for non-rigid multi-modal image registration. Medical Imaging: Image Processing (2010)
Fuhua Chen, Yunmei Chen
A Multi-phase Soft Segmentation Based on Bi-direction Projected PDHG Method. IPCV (2010)
Xiaojing Ye, Yunmei Chen, Feng Huang
MR Image Reconstruction via Sparse Representation: Modeling and Algorithm. IPCV (2009)
Xiaojing Ye, Yunmei Chen
A New Algorithm for Inverse Consistent Image Registration. ISVC (1) (2009)
Célia A. Zorzo Barcelos, Yunmei Chen, Fuhua Chen
A soft multiphase segmentation model via Gaussian mixture. ICIP (2009)
Xiaojing Ye, Yunmei Chen
Improvement of accuracy in deformable registration in radiation therapy. ICIP (2008)
Hemant D. Tagare, Yunmei Chen, Robert K. Fulbright
Comparison of EM-based and level set partial volume segmentations of MR brain images. Medical Imaging: Image Processing (2008)
Yunmei Chen, Guifang Fu, Rongling Wu
Integration of Functional Mapping and Delay Differential Equations to Map the Genes that Regulate Circadian Rhythms. BCBGC (2008)
Qingguo Zeng, Yunmei Chen
Accurate Inverse Consistent Non-rigid Image Registration and Its Application on Automatic Re-contouring. ISBRA (2008)
Fuhua Chen, Yunmei Chen, Hemant D. Tagare
An Extension of Sine-Sinc Model Based on Logarithm of Likelihood. IPCV (2008)
Jung-ha An, Yunmei Chen
Region Based Image Segmentation Using a Modified Mumford-Shah Algorithm. SSVM (2007)
Yunmei Chen, Feng Huang, Hemant D. Tagare, Murali Rao
A Coupled Minimization Problem for Medical Image Segmentation with Priors. Int. J. Comput. Vis. 71 (3) (2007)
Pengwen Chen, Yunmei Chen, Murali Rao
Kullback Leibler Divergence Based Curve Matching Method. SSVM (2007)
Huafeng Liu, Yunmei Chen, Wufan Chen, Pengcheng Shi
Neighborhood Aided Implicit Active Contours. CVPR (1) (2006)
Sheshadri R. Thiruvenkadam, Subramaniam Arcot, Yunmei Chen
A PDE Based Method for Fuzzy Classification of Medical Images. ICIP (2006)
Yunmei Chen, Stacey Levine, Murali Rao
Variable Exponent, Linear Growth Functionals in Image Restoration. SIAM J. Appl. Math. 66 (4) (2006)
Weihong Guo, Qingguo Zeng, Yunmei Chen, Yijun Liu
Using multiple tensor deflection to reconstruct white matter fiber traces with branching. ISBI (2006)
Weihong Guo, Yunmei Chen
Using Non-Parametric Kernel to Segment and Smooth Images Simultaneously. ICIP (2006)
Yunmei Chen, Weihong Guo, Qingguo Zeng, Xiaolu Yan, Murali Rao, Yijun Liu
Apparent Diffusion Coefficient Approximation and Diffusion Anisotropy Characterization in DWI. IPMI (2005)
Huafeng Liu, Yunmei Chen, Hon Pong Ho, Pengcheng Shi
Geodesic Active Contours with Adaptive Neighboring Influence. MICCAI (2) (2005)
Xiqiang Zheng, Yunmei Chen, David Groisser, David Clifford Wilson
Some New Results on Non-rigid Correspondence and Classification of Curves. EMMCVPR (2005)
Hon Pong Ho, Yunmei Chen, Huafeng Liu, Pengcheng Shi
Point-Based Geometric Deformable Models for Medical Image Segmentation. MICCAI (2005)
Jung-ha An, Yunmei Chen, Feng Huang, David Clifford Wilson, Edward A. Geiser
A Variational PDE Based Level Set Method for a Simultaneous Segmentation and Non-rigid Registration. MICCAI (2005)
Hon Pong Ho, Yunmei Chen, Huafeng Liu, Pengcheng Shi
Level Set Active Contours on Unstructured Point Cloud. CVPR (2) (2005)
Yunmei Chen, Murali Rao, Y. Tonegawa, T. Wunderli
Partial Regularity for a Selective Smoothing Functional for Image Restoration in BV Space. SIAM J. Math. Anal. 37 (4) (2005)
Sheshadri R. Thiruvenkadam, David Groisser, Yunmei Chen
Non-rigid Shape Comparison of Implicitly-Defined Curves. VLSM (2005)
Yunmei Chen, Weihong Guo, Qingguo Zeng, Guojun He, Baba C. Vemuri, Yijun Liu
Recovery of Intra-voxel Structure from HARD DWI. ISBI (2004)
Zhizhou Wang, Baba C. Vemuri, Evren Özarslan, Yunmei Chen, Thomas Mareci
Statistical Analysis of a Nonlinear Estimator for ADC and Its Application to Optimizing Diffusion Weighting Factors. ISBI (2004)
Yunmei Chen, Weihong Guo, Qingguo Zeng, Xiaolu Yan, Feng Huang, Hao Zhang, Guojun He, Baba C. Vemuri, Yijun Liu
Estimation, Smoothing, and Characterization of Apparent Diffusion Coefficient Profiles from High Angular Resolution DWI. CVPR (1) (2004)
Tim McGraw, Baba C. Vemuri, Yunmei Chen, Murali Rao, Thomas Mareci
DT-MRI denoising and neuronal fiber tracking. Medical Image Anal. 8 (2) (2004)
Murali Rao, Yunmei Chen, Baba C. Vemuri, Fei Wang
Cumulative Residual Entropy: A New Measure of Information. IEEE Trans. Inf. Theory 50 (6) (2004)
Zhizhou Wang, Baba C. Vemuri, Yunmei Chen, Thomas H. Mareci
A constrained variational principle for direct estimation and smoothing of the diffusion tensor field from complex DWI. IEEE Trans. Medical Imaging 23 (8) (2004)
Fei Wang, Baba C. Vemuri, Murali Rao, Yunmei Chen
A New & Robust Information Theoretic Measure and Its Application to Image Alignment. IPMI (2003)
Yunmei Chen, Murali Rao
Energy and Total Variation. SIAM J. Math. Anal. 34 (5) (2003)
Zhizhou Wang, Baba C. Vemuri, Yunmei Chen, Thomas Mareci
Simultaneous Smoothing and Estimation of the Tensor Field from Diffusion Tens or MRI. CVPR (1) (2003)
Fei Wang, Baba C. Vemuri, Murali Rao, Yunmei Chen
Cumulative Residual Entropy, A New Measure of Information & its Application to Image Alignment. ICCV (2003)
Yunmei Chen, Weihong Guo, Feng Huang, David Clifford Wilson, Edward A. Geiser
using Prior Shape and Points in Medical Image Segmentation. EMMCVPR (2003)

Yunmei Chen.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Yunmei Chen