Mathews Jacob
Orcid: 0000000161963933
According to our database^{1},
Mathews Jacob
authored at least 157 papers
between 2000 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:

on orcid.org
On csauthors.net:
Bibliography
2024
IEEE Trans. Computational Imaging, 2024
IEEE Trans. Computational Imaging, 2024
CoRR, 2024
CoRR, 2024
SurfCDM: ScoreBased Surface ColdDiffusion Model for Medical Image Segmentation.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
ENSURE: A General Approach for Unsupervised Training of Deep Image Reconstruction Algorithms.
IEEE Trans. Medical Imaging, April, 2023
MemoryEfficient ModelBased Deep Learning With Convergence and Robustness Guarantees.
IEEE Trans. Computational Imaging, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention  MICCAI 2023, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Accelerated Parallel MRI Using Memory Efficient and Robust Monotone Operator Learning (MOL).
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
2022
Variational Manifold Learning From Incomplete Data: Application to Multislice Dynamic MRI.
IEEE Trans. Medical Imaging, 2022
IEEE Trans. Medical Imaging, 2022
Stable and memoryefficient image recovery using monotone operator learning (MOL).
CoRR, 2022
Accelerated Pseudo 3D Dynamic Speech MR Imaging at 3T Using Unsupervised Deep Variational Manifold Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention  MICCAI 2022, 2022
Dynamic Imaging Using MotionCompensated Smoothness Regularization on Manifolds (MOCOSTORM).
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Joint Alignment and Reconstruction of Multislice Dynamic MRI Using Variational Manifold Learning.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the Computer Vision  ECCV 2022 Workshops, 2022
2021
IEEE Trans. Medical Imaging, 2021
Deep Tomographic Image Reconstruction: Yesterday, Today, and Tomorrow  Editorial for the 2nd Special Issue "Machine Learning for Image Reconstruction".
IEEE Trans. Medical Imaging, 2021
Recovery of Surfaces and Functions in High Dimensions: Sampling Theory and Links to Neural Networks.
SIAM J. Imaging Sci., 2021
Dynamic imaging using MotionCompensated SmooThness Regularization on Manifolds (MoCoSToRM).
CoRR, 2021
CoRR, 2021
CoRR, 2021
Model Adaptation for Image Reconstruction using Generalized Stein's Unbiased Risk Estimator.
CoRR, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
IEEE Trans. Medical Imaging, 2020
IEEE Trans. Medical Imaging, 2020
MoDLMUSSELS: ModelBased Deep Learning for Multishot SensitivityEncoded Diffusion MRI.
IEEE Trans. Medical Imaging, 2020
Hyperspectral Image Recovery Using Nonconvex Sparsity and LowRank Regularizations.
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Signal Process. Mag., 2020
Structured LowRank Algorithms: Theory, Magnetic Resonance Applications, and Links to Machine Learning.
IEEE Signal Process. Mag., 2020
JMoDL: Joint ModelBased Deep Learning for Optimized Sampling and Reconstruction.
IEEE J. Sel. Top. Signal Process., 2020
CoRR, 2020
MultiEcho Recovery with Field Inhomogeneity Compensation Using Structured LowRank Matrix Completion.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
ModelBased Deep Learning for Reconstruction of Joint kq Undersampled High Resolution Diffusion MRI.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Joint Optimization of Sampling Patterns and Deep Priors for Improved Parallel MRI.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
IEEE Trans. Signal Process., 2019
IEEE Trans. Signal Process., 2019
IEEE Trans. Medical Imaging, 2019
A Generalized Structured LowRank Matrix Completion Algorithm for MR Image Recovery.
IEEE Trans. Medical Imaging, 2019
CalibrationFree B0 Correction of EPI Data Using Structured Low Rank Matrix Recovery.
IEEE Trans. Medical Imaging, 2019
IEEE Trans. Medical Imaging, 2019
Manifold Recovery Using Kernel LowRank Regularization: Application to Dynamic Imaging.
IEEE Trans. Computational Imaging, 2019
Bootstrapping estimates of stability for clusters, observations and model selection.
Comput. Stat., 2019
Structured LowRank Algorithms: Theory, MR Applications, and Links to Machine Learning.
CoRR, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
MultiShot SensitivityEncoded Diffusion MRI Using ModelBased Deep Learning (ModlMussels).
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Convex Recovery of Continuous Domain Piecewise Constant Images From Nonuniform Fourier Samples.
IEEE Trans. Signal Process., 2018
CoRR, 2018
CoRR, 2018
Sep]rationFree SuperResolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Denoising and deinterleaving of EPSI data using structured lowrank matrix recovery.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
ModelBased FreeBreathing Cardiac MRI Reconstruction Using Deep Learned & Storm Priors: MODLSTORM.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
IEEE Trans. Medical Imaging, 2017
IEEE Trans. Computational Imaging, 2017
IEEE Trans. Computational Imaging, 2017
Digit. Signal Process., 2017
SeparationFree SuperResolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach.
CoRR, 2017
Convex recovery of continuous domain piecewise constant images from nonuniform Fourier samples.
CoRR, 2017
Novel structured lowrank algorithm to recover spatially smooth exponential image time series.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
2016
IEEE Trans. Medical Imaging, 2016
SIAM J. Imaging Sci., 2016
CoRR, 2016
A fast algorithm for structured lowrank matrix recovery with applications to undersampled MRI reconstruction.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Compartmentalized lowrank regularization with orthogonality constraints for highresolution MRSI.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Structured lowrank recovery of piecewise constant signals with performance guarantees.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Comprehensive reconstruction of multishot multichannel diffusion data using mussels.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Iterative Shrinkage Algorithm for PatchSmoothness Regularized Medical Image Recovery.
IEEE Trans. Medical Imaging, 2015
Deformation Corrected Compressed Sensing (DCCS): A Novel Framework for Accelerated Dynamic MRI.
IEEE Trans. Medical Imaging, 2015
Recovery of Discontinuous Signals Using Group Sparse Higher Degree Total Variation.
IEEE Signal Process. Lett., 2015
IEEE Signal Process. Lett., 2015
CoRR, 2015
Low rank recovery with manifold smoothness prior: Theory and application to accelerated dynamic MRI.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Two step recovery of jointly sparse and lowrank matrices: Theoretical guarantees.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Quantitative Comparison of Reconstruction Methods for IntraVoxel Fiber Recovery From Diffusion MRI.
IEEE Trans. Medical Imaging, 2014
IEEE Trans. Image Process., 2014
CoRR, 2014
CoRR, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014
Joint recovery of under sampled signals on a manifold: Application to free breathing cardiac MRI.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
A variable splitting based algorithm for fast multicoil blind compressed sensing MRI reconstruction.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
IEEE Trans. Medical Imaging, 2013
IEEE Trans. Image Process., 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
A fast majorize minimize algorithm for higher degree total variation regularization.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
A Fast MajorizeMinimize Algorithm for the Recovery of Sparse and LowRank Matrices.
IEEE Trans. Image Process., 2012
IEEE Trans. Image Process., 2012
Robust nonlocal regularization framework for motion compensated dynamic imaging without explicit motion estimation.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Accelerating nonCartesian sense for large coil arrays: Application to motion compensation in multishot DWI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Acceleration of high angular and spatial resolution diffusion imaging using compressed sensing.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
IEEE Trans. Medical Imaging, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
Robust Reconstruction of MRSI Data Using a Sparse Spectral Model and High Resolution MRI Priors.
IEEE Trans. Medical Imaging, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
IEEE Trans. Signal Process., 2009
IEEE Trans. Medical Imaging, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Optimized nonuniform fast Fourier transform (NUFFT) for iterative tomographic reconstruction.
Proceedings of the IEEE International Conference on Acoustics, 2009
Correction of B0 inhomogeneity distortion in magnetic resonance spectroscopic imaging.
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
BSLIM: Spectral Localization by Imaging With Explicit B<sub>0</sub> Field Inhomogeneity Compensation.
IEEE Trans. Medical Imaging, 2007
IEEE Trans. Medical Imaging, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2006
3D shape estimation of DNA molecules from stereo cryoelectron micrographs using a projectionsteerable snake.
IEEE Trans. Image Process., 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
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
2005
Proceedings of the 2005 International Conference on Image Processing, 2005
2004
IEEE Trans. Image Process., 2004
IEEE Trans. Pattern Anal. Mach. Intell., 2004
Neurite Tracing in Fluorescence Microscopy Images using Ridge Filtering and Graph Searching: Principles and Validation.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Shape estimation of 3D DNA molecules from stereo cryoelectron micrographs.
Proceedings of the 2004 International Conference on Image Processing, 2004
2003
Proceedings of the Signal and Image Processing (SIP 2003), 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
IEEE Trans. Signal Process., 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2001
IEEE Trans. Pattern Anal. Mach. Intell., 2001
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000