Zhi-Pei Liang

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 15

Top Venues

IEEE Trans. Biomed. Eng.

EMBC

IEEE Trans. Medical Imaging

ISBI

Publications

Yue Guan, Yudu Li, Ziwen Ke, Xi Peng, Ruihao Liu, Yao Li, Yiping P. Du, Zhi-Pei Liang
Learning-Assisted Fast Determination of Regularization Parameter in Constrained Image Reconstruction. IEEE Trans. Biomed. Eng. 71 (7) (2024)
Fan Lam, Xi Peng, Zhi-Pei Liang
High-Dimensional MR Spatiospectral Imaging by Integrating Physics-Based Modeling and Data-Driven Machine Learning: Current progress and future directions. IEEE Signal Process. Mag. 40 (2) (2023)
Yue Guan, Yudu Li, Ruihao Liu, Ziyu Meng, Yao Li, Leslie Ying, Yiping P. Du, Zhi-Pei Liang
Subspace Model-Assisted Deep Learning for Improved Image Reconstruction. IEEE Trans. Medical Imaging 42 (12) (2023)
Rong Guo, Yudu Li, Yibo Zhao, Tianyao Wang, Yao Li, Bradley P. Sutton, Zhi-Pei Liang
Simultaneous Mapping of Water Diffusion Coefficients and Metabolite Distributions of the Brain Using MR Spectroscopic Imaging Without Water Suppression. IEEE Trans. Biomed. Eng. 70 (3) (2023)
Ziyu Meng, Rong Guo, Tianyao Wang, Bin Bo, Zengping Lin, Yudu Li, Yibo Zhao, Xin Yu, David J. Lin, Parashkev Nachev, Zhi-Pei Liang, Yao Li
Mapping. IEEE Trans. Biomed. Eng. 70 (11) (2023)
Rong Guo, Chao Ma, Yudu Li, Yibo Zhao, Tianyao Wang, Yao Li, Georges El Fakhri, Zhi-Pei Liang
High-Resolution Label-Free Molecular Imaging of Brain Tumor. EMBC (2021)
Yudu Li, Yibo Zhao, Rong Guo, Tao Wang, Yi Zhang, Matthew Chrostek, Walter C. Low, Xiao-Hong Zhu, Zhi-Pei Liang, Wei Chen
Machine Learning-Enabled High-Resolution Dynamic Deuterium MR Spectroscopic Imaging. IEEE Trans. Medical Imaging 40 (12) (2021)
Bryan A. Clifford, Yuning Gu, Yuchi Liu, Kihwan Kim, Sherry Huang, Yudu Li, Fan Lam, Zhi-Pei Liang, Xin Yu
P-MR Spectroscopic Imaging for Mapping Mitochondrial Function. IEEE Trans. Biomed. Eng. 67 (10) (2020)
Alexa Singer, Chencheng Zhang, Tao Wang, Suhao Qiu, Dianyou Li, Yiping Du, Zhi-Pei Liang, Pawel Andrzej Herman, Bomin Sun, Yuan Feng
Post-Operative Electrode Placement Prediction in Deep Brain Stimulation Using Support Vector Regression. ISICDM (2019)
Yudu Li, Fan Lam, Bryan A. Clifford, Zhi-Pei Liang
A Subspace Approach to Spectral Quantification for MR Spectroscopic Imaging. IEEE Trans. Biomed. Eng. 64 (10) (2017)
Qiang Ning, Chao Ma, Fan Lam, Zhi-Pei Liang
Spectral Quantification for High-Resolution MR Spectroscopic Imaging With Spatiospectral Constraints. IEEE Trans. Biomed. Eng. 64 (5) (2017)
Zainab Hermes, Marissa S. Barlaz, Ryan Shosted, Zhi-Pei Liang, Bradley P. Sutton
Phonetic Correlates of Pharyngeal and Pharyngealized Consonants in Saudi, Lebanese, and Jordanian Arabic: An rt-MRI Study. INTERSPEECH (2017)
Jingfei He, Qiegen Liu, Anthony G. Christodoulou, Chao Ma, Fan Lam, Zhi-Pei Liang
Accelerated High-Dimensional MR Imaging With Sparse Sampling Using Low-Rank Tensors. IEEE Trans. Medical Imaging 35 (9) (2016)
Maojing Fu, Jonghye Woo, Zhi-Pei Liang, Bradley P. Sutton
Spatiotemporal-atlas-based dynamic speech imaging. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2016)
Yan Liu, Chao Ma, Bryan A. Clifford, Fan Lam, Curtis L. Johnson, Zhi-Pei Liang
Field Inhomogeneity. IEEE Trans. Biomed. Eng. 63 (4) (2016)
Christopher Carignan, Ryan K. Shosted, Maojing Fu, Zhi-Pei Liang, Bradley P. Sutton
A real-time MRI investigation of the role of lingual and pharyngeal articulation in the production of the nasal vowel system of French. J. Phonetics 50 (2015)
Qiang Ning, Chao Ma, Zhi-Pei Liang
Spectral estimation for magnetic resonance spectroscopic imaging with spatial sparsity constraints. ISBI (2015)
Maojing Fu, Marissa S. Barlaz, Ryan K. Shosted, Zhi-Pei Liang, Bradley P. Sutton
High-resolution dynamic speech imaging with deformation estimation. EMBC (2015)
Fan Lam, Bo Zhao, Zhi-Pei Liang
Joint estimation of spherical harmonic coefficients from magnitude diffusion-weighted images with sparsity constraints. ISBI (2015)
Marissa S. Barlaz, Maojing Fu, Zhi-Pei Liang, Ryan Shosted, Bradley P. Sutton
The emergence of nasal velar codas in Brazilian Portuguese: an rt-MRI study. INTERSPEECH (2015)
Marissa S. Barlaz, Maojing Fu, Julianna Dubin, Zhi-Pei Liang, Ryan Shosted, Bradley P. Sutton
Lingual differences in Brazilian Portuguese oral and nasal vowels: An MRI study. ICPhS (2015)
Bo Zhao, Fan Lam, Zhi-Pei Liang
Model-Based MR Parameter Mapping With Sparsity Constraints: Parameter Estimation and Performance Bounds. IEEE Trans. Medical Imaging 33 (9) (2014)
Anthony G. Christodoulou, T. Kevin Hitchens, Yi-Jen Lin Wu, Chien Ho, Zhi-Pei Liang
Improved Subspace Estimation for Low-Rank Model-Based Accelerated Cardiac Imaging. IEEE Trans. Biomed. Eng. 61 (9) (2014)
Yan Liu, Chao Ma, Bryan A. Clifford, Fan Lam, Curtis L. Johnson, Zhi-Pei Liang
Field-inhomogeneity-corrected low-rank filtering of magnetic resonance spectroscopic imaging data. EMBC (2014)
Anthony G. Christodoulou, Yi-Jen Lin Wu, T. Kevin Hitchens, Chien Ho, Zhi-Pei Liang
Self-navigated low-rank MRI for MPIO-labeled immune cell imaging of the heart. EMBC (2014)
Anthony G. Christodoulou, Peter Kellman, Zhi-Pei Liang
Accelerating Cardiovascular Magnetic Resonance Imaging: Signal Processing Meets Nuclear Spins [Life Sciences]. IEEE Signal Process. Mag. 31 (5) (2014)
Zheng-Hua Wu, Fan Lam, Chao Ma, Zhi-Pei Liang
Improved image reconstruction for subspace-based spectroscopic imaging using non-quadratic regularization. EMBC (2014)
Bo Zhao, Fan Lam, Wenmiao Lu, Zhi-Pei Liang
Model-based MR parameter mapping with sparsity constraint. ISBI (2013)
Fan Lam, Chao Ma, Zhi-Pei Liang
Performance analysis of denoising with low-rank and sparsity constraints. ISBI (2013)
Nicole Wong, Maojing Fu, Zhi-Pei Liang, Ryan Shosted, Bradley P. Sutton
Observations of perseverative coarticulation in lateral approximants using MRI. INTERSPEECH (2013)
Christopher Carignan, Ryan Shosted, Maojing Fu, Zhi-Pei Liang, Bradley P. Sutton
The role of the pharynx and tongue in enhancement of vowel nasalization: a real-time MRI investigation of French nasal vowels. INTERSPEECH (2013)
Justin P. Haldar, Diego Hernando, Zhi-Pei Liang
Correction to "Compressed-sensing MRI with random encoding". IEEE Trans. Medical Imaging 32 (7) (2013)
Anthony G. Christodoulou, Haosen Zhang, Bo Zhao, T. Kevin Hitchens, Chien Ho, Zhi-Pei Liang
High-Resolution Cardiovascular MRI by Integrating Parallel Imaging With Low-Rankand Sparse Modeling. IEEE Trans. Biomed. Eng. 60 (11) (2013)
Jiading Gai, Nady Obeid, Joseph L. Holtrop, Xiaolong Wu, Fan Lam, Maojing Fu, Justin P. Haldar, Wen-mei W. Hwu, Zhi-Pei Liang, Bradley P. Sutton
More IMPATIENT: A gridding-accelerated Toeplitz-based strategy for non-Cartesian high-resolution 3D MRI on GPUs. J. Parallel Distributed Comput. 73 (5) (2013)
Hien M. Nguyen, Xi Peng, Minh N. Do, Zhi-Pei Liang
Denoising MR Spectroscopic Imaging Data With Low-Rank Approximations. IEEE Trans. Biomed. Eng. 60 (1) (2013)
Fan Lam, S. Derin Babacan, Justin P. Haldar, Norbert Schuff, Zhi-Pei Liang
Denoising diffusion-weighted MR magnitude image sequences using low rank and edge constraints. ISBI (2012)
Bo Zhao, Justin P. Haldar, Anthony G. Christodoulou, Zhi-Pei Liang
Image Reconstruction From Highly Undersampled ( k, t) -Space Data With Joint Partial Separability and Sparsity Constraints. IEEE Trans. Medical Imaging 31 (9) (2012)
Zhi-Pei Liang
Welcome message. BHI (2012)
Anthony G. Christodoulou, S. Derin Babacan, Zhi-Pei Liang
Accelerating cardiovascular imaging by exploiting regional low-rank structure via group sparsity. ISBI (2012)
S. Derin Babacan, Fan Lam, Xi Peng, Minh N. Do, Zhi-Pei Liang
Interventional MRI with sparse sampling using union-of-subspaces. ISBI (2012)
Chao Ma, Zhi-Pei Liang
A mobile NMR system with full spectroscopy capability. EMBC (2012)
Anthony G. Christodoulou, Bo Zhao, Zhi-Pei Liang
Regularized image reconstruction for PS model-based cardiovascular MRI. ISBI (2011)
Xiaolong Wu, Jiading Gai, Fan Lam, Maojing Fu, Justin P. Haldar, Yue Zhuo, Zhi-Pei Liang, Wen-mei W. Hwu, Bradley P. Sutton
Impatient MRI: Illinois Massively Parallel Acceleration Toolkit for image reconstruction with enhanced throughput in MRI. ISBI (2011)
Justin P. Haldar, Zhi-Pei Liang
Low-rank approximations for dynamic imaging. ISBI (2011)
Bo Zhao, Justin P. Haldar, Anthony G. Christodoulou, Zhi-Pei Liang
Further development of image reconstruction from highly undersampled (k, t)-space data with joint partial separability and sparsity constraints. ISBI (2011)
Hien M. Nguyen, Xi Peng, Minh N. Do, Zhi-Pei Liang
Spatiotemporal denoising of MR spectroscopic imaging data by low-rank approximations. ISBI (2011)
S. Derin Babacan, Xi Peng, Xian-Pei Wang, Minh N. Do, Zhi-Pei Liang
Reference-guided sparsifying transform design for compressive sensing MRI. EMBC (2011)
Xi Peng, Huiqian Du, Fan Lam, S. Derin Babacan, Zhi-Pei Liang
Reference-driven MR image reconstruction with sparsity and support constraints. ISBI (2011)
Fan Lam, Justin P. Haldar, Zhi-Pei Liang
Motion compensation for reference-constrained image reconstruction from limited data. ISBI (2011)
Justin P. Haldar, Zhi-Pei Liang
On MR experiment design with quadratic regularization. ISBI (2011)
Xiaolong Wu, Yue Zhuo, Jiading Gai, Fan Lam, Maojing Fu, Justin P. Haldar, Wen-mei W. Hwu, Zhi-Pei Liang, Bradley P. Sutton
Advanced MRI reconstruction toolbox with accelerating on GPU. Parallel Processing for Imaging Applications (2011)
Justin P. Haldar, Zhuo Wang, Gabriel Popescu, Zhi-Pei Liang
Deconvolved Spatial Light Interference Microscopy for Live Cell Imaging. IEEE Trans. Biomed. Eng. 58 (9) (2011)
Justin P. Haldar, Diego Hernando, Zhi-Pei Liang
Compressed-Sensing MRI With Random Encoding. IEEE Trans. Medical Imaging 30 (4) (2011)
Anthony G. Christodoulou, Bo Zhao, Haosen Zhang, Chien Ho, Zhi-Pei Liang
Four-dimensional MR cardiovascular imaging: Method and applications. EMBC (2011)
Hien M. Nguyen, Justin P. Haldar, Minh N. Do, Zhi-Pei Liang
Denoising of MR spectroscopic imaging data with spatial-spectral regularization. ISBI (2010)
Bo Zhao, Justin P. Haldar, Cornelius Brinegar, Zhi-Pei Liang
Low rank matrix recovery for real-time cardiac MRI. ISBI (2010)
Leslie Ying, Zhi-Pei Liang
Parallel MRI Using Phased Array Coils. IEEE Signal Process. Mag. 27 (4) (2010)
Justin P. Haldar, Zhi-Pei Liang
Spatiotemporal imaging with partially separable functions: a matrix recovery approach. ISBI (2010)
Yue Zhuo, Xiaolong Wu, Justin P. Haldar, Wen-mei W. Hwu, Zhi-Pei Liang, Bradley P. Sutton
Accelerating iterative field-compensated MR image reconstruction on GPUS. ISBI (2010)
Justin P. Haldar, Diego Hernando, Zhi-Pei Liang
Super-Resolution Reconstruction of MR Image Sequences with Contrast Modeling. ISBI (2009)
Wen-mei W. Hwu, Deepthi Nandakumar, Justin P. Haldar, Ian C. Atkinson, Bradley P. Sutton, Zhi-Pei Liang, Keith R. Thulborn
Accelerating MR Image Reconstruction on GPUS. ISBI (2009)
Sam S. Stone, Justin P. Haldar, Stephanie C. Tsao, Wen-mei W. Hwu, Zhi-Pei Liang, Bradley P. Sutton
Accelerating advanced mri reconstructions on gpus. Conf. Computing Frontiers (2008)
Justin P. Haldar, Zhi-Pei Liang
Joint reconstruction of noisy high-resolution MR image sequences. ISBI (2008)
Sam S. Stone, Justin P. Haldar, Stephanie C. Tsao, Wen-mei W. Hwu, Bradley P. Sutton, Zhi-Pei Liang
Accelerating advanced MRI reconstructions on GPUs. J. Parallel Distributed Comput. 68 (10) (2008)
Diego Hernando, Justin P. Haldar, Bradley P. Sutton, Zhi-Pei Liang
Removal of Lipid Signal in MRSI Using Spatial-Spectral Constraints. ISBI (2007)
Mathews Jacob, Xiaoping Zhu, Andreas Ebel, Norbert Schuff, Zhi-Pei Liang
Improved Model-Based Magnetic Resonance Spectroscopic Imaging. IEEE Trans. Medical Imaging 26 (10) (2007)
Justin P. Haldar, Diego Hernando, Zhi-Pei Liang
Shaping Spatial Response Functions for Optimal Estimation of Compartmental Signals from Limited Fourier Data. ISBI (2007)
Zhi-Pei Liang
Spatiotemporal Imagingwith Partially Separable Functions. ISBI (2007)
Mathews Jacob, Bradley P. Sutton, Justin P. Haldar, Zhi-Pei Liang
On model-based MR spectroscopic imaging. ISBI (2006)
Lei Ying, Zhi-Pei Liang, David C. Munson, Ralf Koetter, Brendan J. Frey
Unwrapping of MR phase images using a Markov random field model. IEEE Trans. Medical Imaging 25 (1) (2006)
Justin P. Haldar, Mathews Jacob, Andreas Ebel, Xiaoping Zhu, Norbert Schuff, Diego Hernando, Bradley P. Sutton, Zhi-Pei Liang
Regularized inversion of noisy, incomplete MR spectroscopic imaging data with anatomical prior. ISBI (2006)
Dan Xu, Leslie Ying, Zhi-Pei Liang
Dynamic MRI using spatiotemporal modeling with phased array coils. ISBI (2006)
Diego Hernando, Justin P. Haldar, Zhi-Pei Liang
Reduced-encoding MRI using higher-order generalized series. ISBI (2006)
Zhi-Pei Liang, Dan Xu, Lei Yuan, Lei Ying
Parallel Imaging: Some Signal Processing Issues and Solutions. ISBI (2004)
Hao Pan, Stephen E. Levinson, Thomas S. Huang, Zhi-Pei Liang
A fused hidden Markov model with application to bimodal speech processing. IEEE Trans. Signal Process. 52 (3) (2004)
Zhi-Pei Liang, Bruno Madore, Gary H. Glover, Norbert J. Pelc
Fast Algorithms for GS Model-Based Image Reconstruction in Data-Sharing Fourier Imaging. IEEE Trans. Medical Imaging 22 (8) (2003)
Jim Xiuquan Ji, Hao Pan, Zhi-Pei Liang
Further Analysis of Interpolation Effects in Mutual Information-Based Image Registration. IEEE Trans. Medical Imaging 22 (9) (2003)
Song Wang, Jim Xiuquan Ji, Zhi-Pei Liang
Landmark-based Shape Deformation with Topology-Preserving Constraints. ICCV (2003)
Michael Unser, Zhi-Pei Liang
First IEEE Symposium on Biomedical Imaging. IEEE Trans. Medical Imaging 21 (8) (2002)
Zhi-Pei Liang, Roland Bammer, Jim Ji, Norbert J. Pelc, Gary H. Glover
Improved image reconstruction from sensitivity-encoded data by wavelet denoising and Tikhonov regularization. ISBI (2002)
Jim Xiuquan Ji, Zhi-Pei Liang
Generalized series dynamic imaging with deformable references [MRI application]. ISBI (2002)
Zhi-Pei Liang
Generalized Series Dynamic Imaging. MIAR (2001)
Mark B. Skouson, Quji Guo, Zhi-Pei Liang
A Bound on Mutual Information for Image Registration. IEEE Trans. Medical Imaging 20 (8) (2001)
Hao Pan, Zhi-Pei Liang, Thomas S. Huang
Estimation of the joint probability of multisensory signals. Pattern Recognit. Lett. 22 (13) (2001)
Song Wang, Zhi-Pei Liang
Regularized shape deformation for image segmentation. ICASSP (2001)
Song Wang, Weiyu Zhu, Zhi-Pei Liang
Shape Deformation: SVM Regression and Application to Medical Image Segmentation. ICCV (2001)
Hao Pan, Zhi-Pei Liang, Thomas S. Huang
A New Approach to Integrate Audio and Visual Features of Speech. IEEE International Conference on Multimedia and Expo (II) (2000)
Mark B. Skouson, Zhi-Pei Liang
Template Deformation Constrained by Shape Priors. CVPR (2000)
Hao Pan, Zhi-Pei Liang, Thomas S. Huang
Fusing Audio and Visual Features of Speech. ICIP (2000)
Christopher P. Hess, Zhi-Pei Liang, Paul C. Lauterbur
Maximum cross-entropy generalized series reconstruction. Int. J. Imaging Syst. Technol. 10 (3) (1999)
Hao Pan, Zhi-Pei Liang, Thomas S. Huang
Exploiting the Dependencies in Information Fusion. CVPR (1999)
Christopher P. Hess, Zhi-Pei Liang, Andrew G. Webb, Paul C. Lauterbur
Maximum Cross-Entropy Generalized Series Reconstruction. ICIP (1) (1998)
Hao Pan, Zhi-Pei Liang, Thomas J. Anastasio, Thomas S. Huang
A Hybrid NN-Bayesian Architecture for Information Fusion. ICIP (1) (1998)
Z. Fu, Y. Hui, Zhi-Pei Liang
Joint Spatioemporal Statistical Analysis of Functional MRI Data. ICIP (1) (1998)
Zhi-Pei Liang, David C. Munson Jr.
Partial Radon transforms. IEEE Trans. Image Process. 6 (10) (1997)
Zhi-Pei Liang, Hao Pan, Richard L. Magin, Narendra Ahuja, Thomas S. Huang
Automated image registration by maximization of a region similarity metric. Int. J. Imaging Syst. Technol. 8 (6) (1997)
Zhi-Pei Liang, Hao Pan, Richard L. Magin, Narendra Ahuja, Thomas S. Huang
Automated registration of multimodality images by maximization of a region similarity measure. ICIP (3) (1997)
Thomas S. Huang, Christopher P. Hess, Hao Pan, Zhi-Pei Liang
A neuronet approach to information fusion. MMSP (1997)
Zhi-Pei Liang, Hong Jiang, Christopher P. Hess, Paul C. Lauterbur
Dynamic imaging by model estimation. Int. J. Imaging Syst. Technol. 8 (6) (1997)
Christopher P. Hess, Zhi-Pei Liang
A data-consistent linear prediction method for image reconstruction from finite Fourier samples. Int. J. Imaging Syst. Technol. 7 (2) (1996)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zhi-Pei Liang