Zhi-Pei Liang

Orcid: 0000-0003-4586-3056

According to our database1, Zhi-Pei Liang authored at least 105 papers between 1989 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2006, "For contributions to biomedical applications of magnetic resonance imaging.".

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Learning-Assisted Fast Determination of Regularization Parameter in Constrained Image Reconstruction.
IEEE Trans. Biomed. Eng., July, 2024

2023
Subspace Model-Assisted Deep Learning for Improved Image Reconstruction.
IEEE Trans. Medical Imaging, December, 2023

Prediction of Stroke Onset Time With Combined Fast High-Resolution Magnetic Resonance Spectroscopic and Quantitative T<sub>2</sub> Mapping.
IEEE Trans. Biomed. Eng., November, 2023

Simultaneous Mapping of Water Diffusion Coefficients and Metabolite Distributions of the Brain Using MR Spectroscopic Imaging Without Water Suppression.
IEEE Trans. Biomed. Eng., March, 2023

High-Dimensional MR Spatiospectral Imaging by Integrating Physics-Based Modeling and Data-Driven Machine Learning: Current progress and future directions.
IEEE Signal Process. Mag., March, 2023

2021
Machine Learning-Enabled High-Resolution Dynamic Deuterium MR Spectroscopic Imaging.
IEEE Trans. Medical Imaging, 2021

High-Resolution Label-Free Molecular Imaging of Brain Tumor.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
High-Resolution Dynamic <sup>31</sup>P-MR Spectroscopic Imaging for Mapping Mitochondrial Function.
IEEE Trans. Biomed. Eng., 2020

2019
Post-Operative Electrode Placement Prediction in Deep Brain Stimulation Using Support Vector Regression.
Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019

2017
Spectral Quantification for High-Resolution MR Spectroscopic Imaging With Spatiospectral Constraints.
IEEE Trans. Biomed. Eng., 2017

A Subspace Approach to Spectral Quantification for MR Spectroscopic Imaging.
IEEE Trans. Biomed. Eng., 2017

Phonetic Correlates of Pharyngeal and Pharyngealized Consonants in Saudi, Lebanese, and Jordanian Arabic: An rt-MRI Study.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2016
Accelerated High-Dimensional MR Imaging With Sparse Sampling Using Low-Rank Tensors.
IEEE Trans. Medical Imaging, 2016

Improved Low-Rank Filtering of Magnetic Resonance Spectroscopic Imaging Data Corrupted by Noise and B<sub>0</sub> Field Inhomogeneity.
IEEE Trans. Biomed. Eng., 2016

Spatiotemporal-atlas-based dynamic speech imaging.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

2015
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, 2015

Spectral estimation for magnetic resonance spectroscopic imaging with spatial sparsity constraints.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Joint estimation of spherical harmonic coefficients from magnitude diffusion-weighted images with sparsity constraints.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

The emergence of nasal velar codas in Brazilian Portuguese: an rt-MRI study.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Lingual differences in Brazilian Portuguese oral and nasal vowels: An MRI study.
Proceedings of the 18th International Congress of Phonetic Sciences, 2015

High-resolution dynamic speech imaging with deformation estimation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Model-Based MR Parameter Mapping With Sparsity Constraints: Parameter Estimation and Performance Bounds.
IEEE Trans. Medical Imaging, 2014

Improved Subspace Estimation for Low-Rank Model-Based Accelerated Cardiac Imaging.
IEEE Trans. Biomed. Eng., 2014

Accelerating Cardiovascular Magnetic Resonance Imaging: Signal Processing Meets Nuclear Spins [Life Sciences].
IEEE Signal Process. Mag., 2014

Improved image reconstruction for subspace-based spectroscopic imaging using non-quadratic regularization.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Field-inhomogeneity-corrected low-rank filtering of magnetic resonance spectroscopic imaging data.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Self-navigated low-rank MRI for MPIO-labeled immune cell imaging of the heart.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Correction to "Compressed-sensing MRI with random encoding".
IEEE Trans. Medical Imaging, 2013

Denoising MR Spectroscopic Imaging Data With Low-Rank Approximations.
IEEE Trans. Biomed. Eng., 2013

High-Resolution Cardiovascular MRI by Integrating Parallel Imaging With Low-Rankand Sparse Modeling.
IEEE Trans. Biomed. Eng., 2013

More IMPATIENT: A gridding-accelerated Toeplitz-based strategy for non-Cartesian high-resolution 3D MRI on GPUs.
J. Parallel Distributed Comput., 2013

Model-based MR parameter mapping with sparsity constraint.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Performance analysis of denoising with low-rank and sparsity constraints.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Observations of perseverative coarticulation in lateral approximants using MRI.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

The role of the pharynx and tongue in enhancement of vowel nasalization: a real-time MRI investigation of French nasal vowels.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

2012
Image Reconstruction From Highly Undersampled ( k, t) -Space Data With Joint Partial Separability and Sparsity Constraints.
IEEE Trans. Medical Imaging, 2012

Denoising diffusion-weighted MR magnitude image sequences using low rank and edge constraints.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Accelerating cardiovascular imaging by exploiting regional low-rank structure via group sparsity.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Interventional MRI with sparse sampling using union-of-subspaces.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A mobile NMR system with full spectroscopy capability.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Welcome message.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2011
Compressed-Sensing MRI With Random Encoding.
IEEE Trans. Medical Imaging, 2011

Deconvolved Spatial Light Interference Microscopy for Live Cell Imaging.
IEEE Trans. Biomed. Eng., 2011

Advanced MRI reconstruction toolbox with accelerating on GPU.
Proceedings of the Conference on Parallel Processing for Imaging Applications 2011, 2011

Further development of image reconstruction from highly undersampled (k, t)-space data with joint partial separability and sparsity constraints.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Impatient MRI: Illinois Massively Parallel Acceleration Toolkit for image reconstruction with enhanced throughput in MRI.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Reference-driven MR image reconstruction with sparsity and support constraints.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Spatiotemporal denoising of MR spectroscopic imaging data by low-rank approximations.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Motion compensation for reference-constrained image reconstruction from limited data.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

On MR experiment design with quadratic regularization.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Low-rank approximations for dynamic imaging.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Regularized image reconstruction for PS model-based cardiovascular MRI.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Four-dimensional MR cardiovascular imaging: Method and applications.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Reference-guided sparsifying transform design for compressive sensing MRI.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Parallel MRI Using Phased Array Coils.
IEEE Signal Process. Mag., 2010

Accelerating iterative field-compensated MR image reconstruction on GPUS.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Low rank matrix recovery for real-time cardiac MRI.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Denoising of MR spectroscopic imaging data with spatial-spectral regularization.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Spatiotemporal imaging with partially separable functions: a matrix recovery approach.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Accelerating MR Image Reconstruction on GPUS.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Super-Resolution Reconstruction of MR Image Sequences with Contrast Modeling.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008
Accelerating advanced MRI reconstructions on GPUs.
J. Parallel Distributed Comput., 2008

Joint reconstruction of noisy high-resolution MR image sequences.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007
Improved Model-Based Magnetic Resonance Spectroscopic Imaging.
IEEE Trans. Medical Imaging, 2007

Spatiotemporal Imagingwith Partially Separable Functions.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Removal of Lipid Signal in MRSI Using Spatial-Spectral Constraints.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Shaping Spatial Response Functions for Optimal Estimation of Compartmental Signals from Limited Fourier Data.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

2006
Unwrapping of MR phase images using a Markov random field model.
IEEE Trans. Medical Imaging, 2006

Dynamic MRI using spatiotemporal modeling with phased array coils.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

On model-based MR spectroscopic imaging.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Reduced-encoding MRI using higher-order generalized series.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Regularized inversion of noisy, incomplete MR spectroscopic imaging data with anatomical prior.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

2004
A fused hidden Markov model with application to bimodal speech processing.
IEEE Trans. Signal Process., 2004

Parallel Imaging: Some Signal Processing Issues and Solutions.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003
Fast Algorithms for GS Model-Based Image Reconstruction in Data-Sharing Fourier Imaging.
IEEE Trans. Medical Imaging, 2003

Further Analysis of Interpolation Effects in Mutual Information-Based Image Registration.
IEEE Trans. Medical Imaging, 2003

Landmark-based Shape Deformation with Topology-Preserving Constraints.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2002
First IEEE Symposium on Biomedical Imaging.
IEEE Trans. Medical Imaging, 2002

Improved image reconstruction from sensitivity-encoded data by wavelet denoising and Tikhonov regularization.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Generalized series dynamic imaging with deformable references [MRI application].
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001
A Bound on Mutual Information for Image Registration.
IEEE Trans. Medical Imaging, 2001

Estimation of the joint probability of multisensory signals.
Pattern Recognit. Lett., 2001

Generalized Series Dynamic Imaging.
Proceedings of the Medical Imaging and Augmented Reality: First International Workshop, 2001

Shape Deformation: SVM Regression and Application to Medical Image Segmentation.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Regularized shape deformation for image segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
A New Approach to Integrate Audio and Visual Features of Speech.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Fusing Audio and Visual Features of Speech.
Proceedings of the 2000 International Conference on Image Processing, 2000

Template Deformation Constrained by Shape Priors.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Maximum cross-entropy generalized series reconstruction.
Int. J. Imaging Syst. Technol., 1999

Exploiting the Dependencies in Information Fusion.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
A Hybrid NN-Bayesian Architecture for Information Fusion.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Maximum Cross-Entropy Generalized Series Reconstruction.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Joint Spatioemporal Statistical Analysis of Functional MRI Data.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
Partial Radon transforms.
IEEE Trans. Image Process., 1997

Automated image registration by maximization of a region similarity metric.
Int. J. Imaging Syst. Technol., 1997

Dynamic imaging by model estimation.
Int. J. Imaging Syst. Technol., 1997

A neuronet approach to information fusion.
Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997

Automated registration of multimodality images by maximization of a region similarity measure.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996
A model-based method for phase unwrapping.
IEEE Trans. Medical Imaging, 1996

A data-consistent linear prediction method for image reconstruction from finite Fourier samples.
Int. J. Imaging Syst. Technol., 1996

1995
Unification of the inverse radon transform in odd and even dimensions.
IEEE Trans. Medical Imaging, 1995

Dynamic imaging by object modeling and estimation.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994
An efficient method for dynamic magnetic resonance imaging.
IEEE Trans. Medical Imaging, 1994

Toward a Neuroscope: A Real-Time Imaging System for Evaluation of Brain Function.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1989
Superresolution reconstruction through object modeling and parameter estimation.
IEEE Trans. Acoust. Speech Signal Process., 1989


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