Dong Liang

According to our database1, Dong Liang authored at least 79 papers between 2005 and 2020.

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Bibliography

2020
A 3D Spatially Weighted Network for Segmentation of Brain Tissue From MRI.
IEEE Trans. Medical Imaging, 2020

Multi-Channel and Multi-Model-Based Autoencoding Prior for Grayscale Image Restoration.
IEEE Trans. Image Process., 2020

IFR-Net: Iterative Feature Refinement Network for Compressed Sensing MRI.
IEEE Trans. Computational Imaging, 2020

CaGAN: A Cycle-Consistent Generative Adversarial Network With Attention for Low-Dose CT Imaging.
IEEE Trans. Computational Imaging, 2020

One-Stop MR Neurovascular Vessel Wall Imaging With a 48-Channel Coil System at 3 T.
IEEE Trans. Biomed. Eng., 2020

Deep Magnetic Resonance Image Reconstruction: Inverse Problems Meet Neural Networks.
IEEE Signal Process. Mag., 2020

Acceleration of three-dimensional diffusion magnetic resonance imaging using a kernel low-rank compressed sensing method.
NeuroImage, 2020

High-dimensional embedding network derived prior for compressive sensing MRI reconstruction.
Medical Image Anal., 2020

PET Image Reconstruction Using a Cascading Back-Projection Neural Network.
IEEE J. Sel. Top. Signal Process., 2020

Deep Low-rank plus Sparse Network for Dynamic MR Imaging.
CoRR, 2020

Deep Low-rank Prior in Dynamic MR Imaging.
CoRR, 2020

Deep Learning for Highly Accelerated Diffusion Tensor Imaging.
CoRR, 2020

Positive Contrast Susceptibility MR Imaging Using GPU-based Primal-Dual Algorithm.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
KerNL: Kernel-Based Nonlinear Approach to Parallel MRI Reconstruction.
IEEE Trans. Medical Imaging, 2019

Low-Dose Computed Tomography Image Super-Resolution Reconstruction via Random Forests.
Sensors, 2019

An Unsupervised Deep Learning Method for Parallel Cardiac MRI via Time-Interleaved Sampling.
CoRR, 2019

Learning Priors in High-frequency Domain for Inverse Imaging Reconstruction.
CoRR, 2019

Denoising Auto-encoding Priors in Undecimated Wavelet Domain for MR Image Reconstruction.
CoRR, 2019

Deep MRI Reconstruction: Unrolled Optimization Algorithms Meet Neural Networks.
CoRR, 2019

Model-based Deep MR Imaging: the roadmap of generalizing compressed sensing model using deep learning.
CoRR, 2019

DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution.
CoRR, 2019

CRDN: Cascaded Residual Dense Networks for Dynamic MR Imaging with Edge-enhanced Loss Constraint.
CoRR, 2019

Preliminary Study of Gradient Coils with Variable Gradient Value and Open-Drive Coil in Magnetic Particle Imaging.
Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019

A Parameter-Insensitive Solution for Hybrid Compressed Sensing and Parallel Imaging.
Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019

Model Learning: Primal Dual Networks for Fast MR Imaging.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

A Comparative Study of CNN-Based Super-Resolution Methods in MRI Reconstruction.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Application of Time-Fractional Order Bloch Equation in Magnetic Resonance Fingerprinting.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Fast Calculation Method of Average G-Factor for Wave-CAIPI Imaging.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Accelerated 3D Localization Microscopy Using Blind Sparse Inpainting.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

T1rho Fractional-order Relaxation of Human Articular Cartilage.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Accelerating MR Imaging via Deep Chambolle-Pock Network.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Susceptibility-based MR Imaging of Nitinol Stent.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Three Dimensional Positive Contrast Susceptibility Fast Spin Echo MR Imaging with Variable Excitation Pulses and PD Algorithm.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A Network-Driven Prior Induced Bregman Model for Parallel MR Imaging.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Field-of-Experts Filters Guided Tensor Completion.
IEEE Trans. Multim., 2018

Learning Joint-Sparse Codes for Calibration-Free Parallel MR Imaging.
IEEE Trans. Medical Imaging, 2018

Motion Tracking of the Carotid Artery Wall From Ultrasound Image Sequences: a Nonlinear State-Space Approach.
IEEE Trans. Medical Imaging, 2018

A Dedicated 36-Channel Receive Array for Fetal MRI at 3T.
IEEE Trans. Medical Imaging, 2018

DIMENSION: Dynamic MR Imaging with Both K-space and Spatial Prior Knowledge Obtained via Multi-Supervised Network Training.
CoRR, 2018

Sparse-View CT Reconstruction via Robust and Multi-channels Autoencoding Priors.
Proceedings of the ISICDM 2018: The 2nd International Symposium on Image Computing and Digital Medicine 2018, 2018

2017
A Kernel-Based Low-Rank (KLR) Model for Low-Dimensional Manifold Recovery in Highly Accelerated Dynamic MRI.
IEEE Trans. Medical Imaging, 2017

Sparse and dense hybrid representation via subspace modeling for dynamic MRI.
Comput. Medical Imaging Graph., 2017

2016
Foreground Detection With Simultaneous Dictionary Learning and Historical Pixel Maintenance.
IEEE Trans. Image Process., 2016

Sparse Parallel MRI Based on Accelerated Operator Splitting Schemes.
Comput. Math. Methods Medicine, 2016

Accelerating magnetic resonance imaging via deep learning.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
GcsDecolor: Gradient Correlation Similarity for Efficient Contrast Preserving Decolorization.
IEEE Trans. Image Process., 2015

Undersampled MR Image Reconstruction with Data-Driven Tight Frame.
Comput. Math. Methods Medicine, 2015

Accelerating MR parameter mapping using nonlinear manifold learning and supervised pre-imaging.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Parallel imaging via sparse representation over a learned dictionary.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Recovery of parametric manifold from reduced measurements: Application to magnetic resonance parameter mapping.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

An easily-achieved time-domain beamformer for ultrafast ultrasound imaging based on compressive sensing.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Reference guided CS-MRI with gradient orientation priors.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
A Weighted Two-Level Bregman Method with Dictionary Updating for Nonconvex MR Image Reconstruction.
Int. J. Biomed. Imaging, 2014

A non-convex gradient fidelity-based variational model for image contrast enhancement.
EURASIP J. Adv. Signal Process., 2014

Accurate T2 mapping with sparsity and linear predictability filtering.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Highly Undersampled Magnetic Resonance Image Reconstruction Using Two-Level Bregman Method With Dictionary Updating.
IEEE Trans. Medical Imaging, 2013

Adaptive Dictionary Learning in Sparse Gradient Domain for Image Recovery.
IEEE Trans. Image Process., 2013

Augmented Lagrangian-Based Sparse Representation Method with Dictionary Updating for Image Deblurring.
SIAM J. Imaging Sci., 2013

Accelerating Dynamic Cardiac MR Imaging Using Structured Sparse Representation.
Comput. Math. Methods Medicine, 2013

Adaptive image decomposition via dictionary learning with stuctural incoherence.
Proceedings of the IEEE International Conference on Image Processing, 2013

SGTD: Structure Gradient and Texture Decorrelating Regularization for Image Decomposition.
Proceedings of the IEEE International Conference on Computer Vision, 2013

An efficient augmented Lagrangian algorithm for graph regularized sparse coding in clustering.
Proceedings of the IEEE International Conference on Acoustics, 2013

Under-sampling trajectory design for compressed sensing based DCE-MRI.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Noise behavior of MR brain reconstructions using compressed sensing.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
A model-based method with joint sparsity constraint for direct diffusion tensor estimation.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

k-t CSPI: A dynamic MRI reconstruction framework for combining compressed sensing and parallel imaging.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Three-dimensional hybrid-encoded MRI using compressed sensing.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A hybrid total-variation minimization approach to compressed sensing.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Simultaneous image reconstruction and sensitivity estimation in parallel MRI using blind compressed sensing.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A kernel approach to compressed sensing parallel MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Under-sampling trajectory design for compressed sensing MRI.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
K-T ISD: Compressed sensing with iterative support detection for dynamic MRI.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

A kernel approach to parallel MRI reconstruction.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Translational-invariant dictionaries for compressed sensing in magnetic resonance imaging.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010
Image reconstruction from phased-array MRI data based on multichannel blind deconvolution.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Compressed-sensing Photoacoustic Imaging based on random optical illumination.
Int. J. Funct. Informatics Pers. Medicine, 2009

Toeplitz Random Encoding MR Imaging Using Compressed Sensing.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2007
Direct Reconstruction of Spiral Mri Using Least Squares Quantization Table.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

2005
A facial expression recognition system based on supervised locally linear embedding.
Pattern Recognit. Lett., 2005


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