Mathews Jacob - RankMe

195 papers B 9Misc 12Journal 104Unranked 70

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Annealed Langevin Posterior Sampling (ALPS): A Rapid Algorithm for Image Restoration with Multiscale Energy Models. CoRR Jyothi Rikhab Chand, Mathews Jacob
2026	J	`jnl`	Latent diffusion for medical image segmentation: End-to-end learning for fast sampling and accuracy. Biomed. Signal Process. Control. Fahim Ahmed Zaman, Mathews Jacob, Amanda Chang, Kan Liu, Milan Sonka, Xiaodong Wu
2025	—	`conf`	Accelerating Quantitative MRI Using Subspace Multiscale Energy Model (SS-MuSE). ISBI Yan Chen, Jyothi Rikhab Chand, Steve R. Kecskemeti, James H. Holmes, Mathews Jacob
2025	J	`jnl`	Deep End-to-End Posterior ENergy (DEEPEN) for image recovery. CoRR Jyothi Rikhab Chand, Mathews Jacob
2025	—	`conf`	Fast Multi-Contrast MRI Using Joint Multiscale Energy Model. ISBI Nima Yaghoobi, Jyothi Rikhab Chand, Yan Chen, Steve R. Kecskemeti, James H. Holmes, Mathews Jacob
2025	Misc	`conf`	MAP Image Recovery with Guarantees using Locally Convex Multi-Scale Energy (LC-MUSE) Model. ICASSP Jyothi Rikhab Chand, Mathews Jacob
2025	J	`jnl`	MAP Image Recovery with Guarantees using Locally Convex Multi-Scale Energy (LC-MUSE) Model. CoRR Jyothi Rikhab Chand, Mathews Jacob
2025	J	`jnl`	Motion-compensated cardiac MRI using low-rank diffeomorphic flow (DMoCo). CoRR Joseph Kettelkamp, Ludovica Romanin, Sarv Priya, Mathews Jacob
2025	J	`jnl`	Three-Dimensional Diffusion-Weighted Multi-Slab MRI With Slice Profile Compensation Using Deep Energy Model. CoRR Reza Ghorbani, Jyothi Rikhab Chand, Chu-Yu Lee, Mathews Jacob, Merry Mani
2025	—	`conf`	Three-Dimensional Diffusion-Weighted Multi-Slab MRI with Slice Profile Compensation Using Deep Energy Model. ISBI Reza Ghorbani, Jyothi Rikhab Chand, Chu-Yu Lee, Mathews Jacob, Merry Mani
2024	J	`jnl`	Deep Learning for Accelerated and Robust MRI Reconstruction: a Review. CoRR Reinhard Heckel, Mathews Jacob, Akshay Chaudhari, Or Perlman, Efrat Shimron
2024	J	`jnl`	Denoising Diffusions in Latent Space for Medical Image Segmentation. CoRR Fahim Ahmed Zaman, Mathews Jacob, Amanda Chang, Kan Liu, Milan Sonka, Xiaodong Wu
2024	—	`conf`	Local Monotone Operator Learning Using Non-Monotone Operators: MNM-MOL. ISBI Maneesh John, Jyothi Rikhab Chand, Mathews Jacob
2024	J	`jnl`	Local Monotone Operator Learning Using Non-Monotone Operators: MnM-MOL. IEEE Trans. Computational Imaging Maneesh John, Jyothi Rikhab Chand, Mathews Jacob
2024	—	`conf`	Memory-Efficient Deep End-to-End Posterior Network (Deepen) for Inverse Problems. ISBI Jyothi Rikhab Chand, Mathews Jacob
2024	J	`jnl`	Memory-efficient deep end-to-end posterior network (DEEPEN) for inverse problems. CoRR Jyothi Rikhab Chand, Mathews Jacob
2024	J	`jnl`	Multi-Scale Energy (MuSE) Framework for Inverse Problems in Imaging. IEEE Trans. Computational Imaging Jyothi Rikhab Chand, Mathews Jacob
2024	—	`conf`	Surf-CDM: Score-Based Surface Cold-Diffusion Model for Medical Image Segmentation. ISBI Fahim Ahmed Zaman, Mathews Jacob, Amanda Chang, Kan Liu, Milan Sonka, Xiaodong Wu
2023	—	`conf`	Accelerated Parallel MRI Using Memory Efficient and Robust Monotone Operator Learning (MOL). ISBI Aniket Pramanik, Mathews Jacob
2023	J	`jnl`	Accelerated parallel MRI using memory efficient and robust monotone operator learning (MOL). CoRR Aniket Pramanik, Mathews Jacob
2023	J	`jnl`	Adapting model-based deep learning to multiple acquisition conditions: Ada-MoDL. CoRR Aniket Pramanik, Sampada Bhave, Saurav Sajib, Samir D. Sharma, Mathews Jacob
2023	—	`conf`	Deep Factor Model: A Novel Approach for Motion Compensated Multi-Dimensional MRI. ISBI Yan Chen, James H. Holmes, Curtis Corum, Vincent Magnotta, Mathews Jacob
2023	J	`jnl`	Deep Factor Model: A Novel Approach for Motion Compensated Multi-Dimensional MRI. CoRR Yan Chen, James H. Holmes, Curtis Corum, Vincent Magnotta, Mathews Jacob
2023	—	`conf`	Deep Generative Model for Joint Cardiac T1 Mapping and Cardiac Cine. ISBI Qing Zou, Sarv Priya, Prashant Nagpal, Mathews Jacob
2023	J	`jnl`	ENSURE: A General Approach for Unsupervised Training of Deep Image Reconstruction Algorithms. IEEE Trans. Medical Imaging Hemant Kumar Aggarwal, Aniket Pramanik, Maneesh John, Mathews Jacob
2023	Misc	`conf`	Fast image recovery using plug-and-play multi-scale energy (MuSE) framework. ACSSC Jyothi Rikhab Chand, Mathews Jacob
2023	J	`jnl`	Local monotone operator learning using non-monotone operators: MnM-MOL. CoRR Maneesh John, Jyothi Rikhab Chand, Mathews Jacob
2023	J	`jnl`	Memory-Efficient Model-Based Deep Learning With Convergence and Robustness Guarantees. IEEE Trans. Computational Imaging Aniket Pramanik, M. Bridget Zimmerman, Mathews Jacob
2023	—	`conf`	Motion Compensated Unsupervised Deep Learning for 5D MRI. MICCAI (10) Joseph Kettelkamp, Ludovica Romanin, Davide Piccini, Sarv Priya, Mathews Jacob
2023	J	`jnl`	Plug-and-Play Deep Energy Model for Inverse problems. CoRR Jyothi Rikabh Chand, Mathews Jacob
2023	J	`jnl`	Surf-CDM: Score-Based Surface Cold-Diffusion Model For Medical Image Segmentation. CoRR Fahim Ahmed Zaman, Mathews Jacob, Amanda Chang, Kan Liu, Milan Sonka, Xiaodong Wu
2022	—	`conf`	Accelerated Pseudo 3D Dynamic Speech MR Imaging at 3T Using Unsupervised Deep Variational Manifold Learning. MICCAI (6) Rushdi Zahid Rusho, Qing Zou, Wahidul Alam, Subin Erattakulangara, Mathews Jacob, Sajan Goud Lingala
2022	J	`jnl`	Dynamic Imaging Using Deep Bi-Linear Unsupervised Representation (DEBLUR). IEEE Trans. Medical Imaging Abdul Haseeb Ahmed, Qing Zou, Prashant Nagpal, Mathews Jacob
2022	—	`conf`	Dynamic Imaging Using Motion-Compensated Smoothness Regularization on Manifolds (MOCO-STORM). ISBI Qing Zou, Luis A. Torres, Sean B. Fain, Mathews Jacob
2022	—	`conf`	Improved Model Based Deep Learning Using Monotone Operator Learning (Mol). ISBI Aniket Pramanik, Mathews Jacob
2022	—	`conf`	Joint Alignment and Reconstruction of Multislice Dynamic MRI Using Variational Manifold Learning. ISBI Qing Zou, Abdul Haseeb Ahmed, Prashant Nagpal, Sarv Priya, Rolf F. Schulte, Mathews Jacob
2022	—	`conf`	Joint Calibrationless Reconstruction and Segmentation of Parallel MRI. ECCV Workshops (3) Aniket Pramanik, Mathews Jacob
2022	J	`jnl`	Stable and memory-efficient image recovery using monotone operator learning (MOL). CoRR Aniket Pramanik, Mathews Jacob
2022	J	`jnl`	Variational Manifold Learning From Incomplete Data: Application to Multislice Dynamic MRI. IEEE Trans. Medical Imaging Qing Zou, Abdul Haseeb Ahmed, Prashant Nagpal, Sarv Priya, Rolf F. Schulte, Mathews Jacob
2021	—	`conf`	Deep Generative Storm Model for Dynamic Imaging. ISBI Qing Zou, Abdul Haseeb Ahmed, Prashant Nagpal, Stanley Kruger, Mathews Jacob
2021	J	`jnl`	Deep Image Prior using Stein's Unbiased Risk Estimator: SURE-DIP. CoRR Maneesh John, Hemant Kumar Aggarwal, Qing Zou, Mathews Jacob
2021	J	`jnl`	Deep Tomographic Image Reconstruction: Yesterday, Today, and Tomorrow - Editorial for the 2nd Special Issue "Machine Learning for Image Reconstruction". IEEE Trans. Medical Imaging Ge Wang, Mathews Jacob, Xuanqin Mou, Yongyi Shi, Yonina C. Eldar
2021	—	`conf`	Dynamic Imaging Using Deep Bilinear Unsupervised Learning (Deblur). ISBI Abdul Haseeb Ahmed, Prashant Nagpal, Stanley Kruger, Mathews Jacob
2021	J	`jnl`	Dynamic Imaging Using a Deep Generative SToRM (Gen-SToRM) Model. IEEE Trans. Medical Imaging Qing Zou, Abdul Haseeb Ahmed, Prashant Nagpal, Stanley Kruger, Mathews Jacob
2021	J	`jnl`	Dynamic imaging using Motion-Compensated SmooThness Regularization on Manifolds (MoCo-SToRM). CoRR Qing Zou, Luis A. Torres, Sean B. Fain, Nara S. Higano, Alister J. Bates, Mathews Jacob
2021	J	`jnl`	Dynamic imaging using motion-compensated smoothness regularization on manifolds (MoCo-SToRM). CoRR Qing Zou, Luis A. Torres, Sean B. Fain, Mathews Jacob
2021	Misc	`conf`	Ensure: Ensemble Stein's Unbiased Risk Estimator for Unsupervised Learning. ICASSP Hemant Kumar Aggarwal, Aniket Pramanik, Mathews Jacob
2021	J	`jnl`	Improved Model based Deep Learning using Monotone Operator Learning (MOL). CoRR Aniket Pramanik, Mathews Jacob
2021	J	`jnl`	Joint Calibrationless Reconstruction and Segmentation of Parallel MRI. CoRR Aniket Pramanik, Xiaodong Wu, Mathews Jacob
2021	J	`jnl`	Joint alignment and reconstruction of multislice dynamic MRI using variational manifold learning. CoRR Qing Zou, Abdul Haseeb Ahmed, Prashant Nagpal, Sarv Priya, Rolf F. Schulte, Mathews Jacob
2021	J	`jnl`	Model Adaptation for Image Reconstruction using Generalized Stein's Unbiased Risk Estimator. CoRR Hemant Kumar Aggarwal, Mathews Jacob
2021	—	`conf`	Reconstruction and Segmentation of Parallel MR Data Using Image Domain Deep-SLR. ISBI Aniket Pramanik, Mathews Jacob
2021	J	`jnl`	Reconstruction and Segmentation of Parallel MR Data using Image Domain DEEP-SLR. CoRR Aniket Pramanik, Mathews Jacob
2021	J	`jnl`	Recovery of Surfaces and Functions in High Dimensions: Sampling Theory and Links to Neural Networks. SIAM J. Imaging Sci. Qing Zou, Mathews Jacob
2020	—	`conf`	Calibrationless Parallel MRI Using Model Based Deep Learning (C-MODL). ISBI Aniket Pramanik, Hemant Kumar Aggarwal, Mathews Jacob
2020	J	`jnl`	Computational MRI: Compressive Sensing and Beyond [From the Guest Editors]. IEEE Signal Process. Mag. Mathews Jacob, Jong Chul Ye, Leslie Ying, Mariya Doneva
2020	J	`jnl`	Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR). IEEE Trans. Medical Imaging Aniket Pramanik, Hemant Kumar Aggarwal, Mathews Jacob
2020	—	`conf`	Dynamic MRI using deep manifold self-learning. ISBI Abdul Haseeb Ahmed, Hemant Aggarwal, Prashant Nagpal, Mathews Jacob
2020	J	`jnl`	ENSURE: Ensemble Stein's Unbiased Risk Estimator for Unsupervised Learning. CoRR Hemant Kumar Aggarwal, Mathews Jacob
2020	J	`jnl`	Free-Breathing and Ungated Dynamic MRI Using Navigator-Less Spiral SToRM. IEEE Trans. Medical Imaging Abdul Haseeb Ahmed, Ruixi Zhou, Yang Yang, Prashant Nagpal, Michael Salerno, Mathews Jacob
2020	J	`jnl`	Hyperspectral Image Recovery Using Nonconvex Sparsity and Low-Rank Regularizations. IEEE Trans. Geosci. Remote. Sens. Yue Hu, Xiaodi Li, Yanfeng Gu, Mathews Jacob
2020	J	`jnl`	J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction. IEEE J. Sel. Top. Signal Process. Hemant Kumar Aggarwal, Mathews Jacob
2020	—	`conf`	Joint Optimization of Sampling Pattern and Priors in Model Based Deep Learning. ISBI Hemant Kumar Aggarwal, Mathews Jacob
2020	Misc	`conf`	Joint Optimization of Sampling Patterns and Deep Priors for Improved Parallel MRI. ICASSP Hemant Kumar Aggarwal, Mathews Jacob
2020	J	`jnl`	MoDL-MUSSELS: Model-Based Deep Learning for Multishot Sensitivity-Encoded Diffusion MRI. IEEE Trans. Medical Imaging Hemant Kumar Aggarwal, Merry P. Mani, Mathews Jacob
2020	—	`conf`	Model-Based Deep Learning for Reconstruction of Joint k-q Under-sampled High Resolution Diffusion MRI. ISBI Merry P. Mani, Hemant Kumar Aggarwal, Sanjay Ghosh, Mathews Jacob
2020	—	`conf`	Multi-Echo Recovery with Field Inhomogeneity Compensation Using Structured Low-Rank Matrix Completion. ISBI Stephen Siemonsma, Stanley Kruger, Arvind Balachandrasekaran, Merry Mani, Mathews Jacob
2020	Misc	`conf`	Sampling of Surfaces and Learning Functions in High Dimensions. ICASSP Qing Zou, Mathews Jacob
2020	J	`jnl`	Structured Low-Rank Algorithms: Theory, Magnetic Resonance Applications, and Links to Machine Learning. IEEE Signal Process. Mag. Mathews Jacob, Merry P. Mani, Jong Chul Ye
2019	J	`jnl`	A Generalized Structured Low-Rank Matrix Completion Algorithm for MR Image Recovery. IEEE Trans. Medical Imaging Yue Hu, Xiaohan Liu, Mathews Jacob
2019	J	`jnl`	Bootstrapping estimates of stability for clusters, observations and model selection. Comput. Stat. Han Yu, Brian E. Chapman, Arianna Di Florio, Ellen Eischen, David Gotz, Mathews Jacob, Rachael Hageman Blair
2019	J	`jnl`	Calibration-Free B0 Correction of EPI Data Using Structured Low Rank Matrix Recovery. IEEE Trans. Medical Imaging Arvind Balachandrasekaran, Merry Mani, Mathews Jacob
2019	J	`jnl`	Calibrationless Parallel MRI using Model based Deep Learning (C-MODL). CoRR Aniket Pramanik, Hemant Kumar Aggarwal, Mathews Jacob
2019	J	`jnl`	Clustering of Data With Missing Entries Using Non-Convex Fusion Penalties. IEEE Trans. Signal Process. Sunrita Poddar, Mathews Jacob
2019	J	`jnl`	Deep Generalization of Structured Low Rank Algorithms (Deep-SLR). CoRR Aniket Pramanik, Hemant Kumar Aggarwal, Mathews Jacob
2019	J	`jnl`	Free-Breathing & Ungated Cardiac MRI Using Iterative SToRM (i-SToRM). IEEE Trans. Medical Imaging Yasir Q. Mohsin, Sunrita Poddar, Mathews Jacob
2019	J	`jnl`	Joint Optimization of Sampling Patterns and Deep Priors for Improved Parallel MRI. CoRR Hemant Kumar Aggarwal, Mathews Jacob
2019	J	`jnl`	Manifold Recovery Using Kernel Low-Rank Regularization: Application to Dynamic Imaging. IEEE Trans. Computational Imaging Sunrita Poddar, Yasir Q. Mohsin, Deidra Ansah, Bijoy Thattaliyath, Ravi Ashwath, Mathews Jacob
2019	J	`jnl`	MoDL: Model-Based Deep Learning Architecture for Inverse Problems. IEEE Trans. Medical Imaging Hemant Kumar Aggarwal, Merry P. Mani, Mathews Jacob
2019	—	`conf`	Multi-Shot Sensitivity-Encoded Diffusion MRI Using Model-Based Deep Learning (Modl-Mussels). ISBI Hemant Kumar Aggarwal, Merry P. Mani, Mathews Jacob
2019	—	`conf`	Off-The-Grid Model Based Deep Learning (O-Modl). ISBI Aniket Pramanik, Hemant Kumar Aggarwal, Mathews Jacob
2019	J	`jnl`	Sampling of Planar Curves: Theory and Fast Algorithms. IEEE Trans. Signal Process. Qing Zou, Sunrita Poddar, Mathews Jacob
2019	J	`jnl`	Structured Low-Rank Algorithms: Theory, MR Applications, and Links to Machine Learning. CoRR Mathews Jacob, Merry P. Mani, Jong Chul Ye
2018	—	`conf`	Adaptive structured low rank algorithm for MR image recovery. ISBI Yue Hu, Xiaohan Liu, Mathews Jacob
2018	J	`jnl`	Calibration-free B0 correction of EPI data using structured low rank matrix recovery. CoRR Arvind Balachandrasekaran, Merry Mani, Mathews Jacob
2018	Misc	`conf`	Clustering of Data with Missing Entries. ICASSP Sunrita Poddar, Mathews Jacob
2018	J	`jnl`	Clustering of Data with Missing Entries. CoRR Sunrita Poddar, Mathews Jacob
2018	J	`jnl`	Convex Recovery of Continuous Domain Piecewise Constant Images From Nonuniform Fourier Samples. IEEE Trans. Signal Process. Greg Ongie, Sampurna Biswas, Mathews Jacob
2018	—	`conf`	Denoising and deinterleaving of EPSI data using structured low-rank matrix recovery. ISBI Ipshita Bhattacharya, Mathews Jacob
2018	J	`jnl`	Free-breathing cardiac MRI using bandlimited manifold modelling. CoRR Sunrita Poddar, Yasir Q. Mohsin, Deidra Ansah, Bijoy Thattaliyath, Ravi Ashwath, Mathews Jacob
2018	—	`conf`	Model based image reconstruction using deep learned priors (MODL). ISBI Hemant Kumar Aggarwal, Merry P. Mani, Mathews Jacob
2018	Misc	`conf`	Model-Based Free-Breathing Cardiac MRI Reconstruction Using Deep Learned & Storm Priors: MODL-STORM. ICASSP Sampurna Biswas, Hemant Kumar Aggarwal, Sunrita Poddar, Mathews Jacob
2018	J	`jnl`	Model-based free-breathing cardiac MRI reconstruction using deep learned & STORM priors: MoDL-STORM. CoRR Sampurna Biswas, Hemant Kumar Aggarwal, Sunrita Poddar, Mathews Jacob
2018	J	`jnl`	Multi-Shot Sensitivity-Encoded Diffusion MRI using Model-Based Deep Learning (MODL-MUSSELS). CoRR Hemant Kumar Aggarwal, Merry P. Mani, Mathews Jacob
2018	J	`jnl`	Off-the-grid model based deep learning (O-MODL). CoRR Aniket Pramanik, Hemant Kumar Aggarwal, Mathews Jacob
2018	J	`jnl`	Recovery of Noisy Points on Band-limited Surfaces: Kernel Methods Re-explained. CoRR Sunrita Poddar, Mathews Jacob
2018	Misc	`conf`	Recovery of Noisy Points on Bandlimited Surfaces: Kernel Methods Re-Explained. ICASSP Sunrita Poddar, Mathews Jacob
2018	J	`jnl`	Recovery of Point Clouds on Surfaces: Application to Image Reconstruction. CoRR Sunrita Poddar, Mathews Jacob
2018	—	`conf`	Recovery of point clouds on surfaces: Application to image reconstruction. ISBI Sunrita Poddar, Mathews Jacob
2018	B	`conf`	Sep]ration-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach. ISIT Weiyu Xu, Jirong Yi, Soura Dasgupta, Jian-Feng Cai, Mathews Jacob, Myung Cho
2017	J	`jnl`	A Fast Algorithm for Convolutional Structured Low-Rank Matrix Recovery. IEEE Trans. Computational Imaging Gregory Ongie, Mathews Jacob
2017	J	`jnl`	Clustering of Data with Missing Entries using Non-convex Fusion Penalties. CoRR Sunrita Poddar, Mathews Jacob
2017	J	`jnl`	Convex recovery of continuous domain piecewise constant images from non-uniform Fourier samples. CoRR Greg Ongie, Sampurna Biswas, Mathews Jacob
2017	J	`jnl`	MoDL: Model Based Deep Learning Architecture for Inverse Problems. CoRR Hemant Kumar Aggarwal, Merry P. Mani, Mathews Jacob
2017	J	`jnl`	Novel Structured Low-rank algorithm to recover spatially smooth exponential image time series. CoRR Arvind Balachandrasekaran, Mathews Jacob
2017	—	`conf`	Novel structured low-rank algorithm to recover spatially smooth exponential image time series. ISBI Arvind Balachandrasekaran, Mathews Jacob
2017	J	`jnl`	Recovery of Damped Exponentials Using Structured Low Rank Matrix Completion. IEEE Trans. Medical Imaging Arvind Balachandrasekaran, Vincent Magnotta, Mathews Jacob
2017	J	`jnl`	Recovery of damped exponentials using structured low rank matrix completion. CoRR Arvind Balachandrasekaran, Vincent Magnotta, Mathews Jacob
2017	J	`jnl`	Separation-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach. CoRR Weiyu Xu, Jirong Yi, Soura Dasgupta, Jian-Feng Cai, Mathews Jacob, Myung Cho
2017	J	`jnl`	Subspace Aware Recovery of Low Rank and Jointly Sparse Signals. IEEE Trans. Computational Imaging Sampurna Biswas, Soura Dasgupta, Raghuraman Mudumbai, Mathews Jacob
2017	J	`jnl`	The spark of Fourier matrices: Connections to vanishing sums and coprimeness. Digit. Signal Process. Hema Kumari Achanta, Sampurna Biswas, Bhanumati N. Dasgupta, Soura Dasgupta, Mathews Jacob, Raghuraman Mudumbai
2016	—	`conf`	A fast algorithm for structured low-rank matrix recovery with applications to undersampled MRI reconstruction. ISBI Greg Ongie, Mathews Jacob
2016	B	`conf`	Accelerated dynamic MRI using structured low rank matrix completion. ICIP Arvind Balachandrasekaran, Greg Ongie, Mathews Jacob
2016	—	`conf`	Compartmentalized low-rank regularization with orthogonality constraints for high-resolution MRSI. ISBI Ipshita Bhattacharya, Mathews Jacob
2016	—	`conf`	Comprehensive reconstruction of multi-shot multi-channel diffusion data using mussels. EMBC Merry Mani, Vincent Magnotta, Douglas Kelley, Mathews Jacob
2016	B	`conf`	Convex clustering and recovery of partially observed data. ICIP Sunrita Poddar, Mathews Jacob
2016	J	`jnl`	Dynamic MRI Using SmooThness Regularization on Manifolds (SToRM). IEEE Trans. Medical Imaging Sunrita Poddar, Mathews Jacob
2016	J	`jnl`	GIRAF: A Fast Algorithm for Structured Low-Rank Matrix Recovery. CoRR Greg Ongie, Mathews Jacob
2016	B	`conf`	Multiple degree total variation (MDTV) regularization for image restoration. ICIP Yue Hu, Xin Lu, Mathews Jacob
2016	J	`jnl`	Off-the-Grid Recovery of Piecewise Constant Images from Few Fourier Samples. SIAM J. Imaging Sci. Greg Ongie, Mathews Jacob
2016	B	`conf`	Structured low-rank recovery of piecewise constant signals with performance guarantees. ICIP Greg Ongie, Sampurna Biswas, Mathews Jacob
2016	J	`jnl`	Structured low-rank recovery of piecewise constant signals with performance guarantees. CoRR Greg Ongie, Sampurna Biswas, Mathews Jacob
2015	—	`conf`	Accelerated dynamic MRI using self expressiveness prior. ISBI Arvind Balachandrasekaran, Mathews Jacob
2015	J	`jnl`	Deformation Corrected Compressed Sensing (DC-CS): A Novel Framework for Accelerated Dynamic MRI. IEEE Trans. Medical Imaging Sajan Goud Lingala, Edward DiBella, Mathews Jacob
2015	J	`jnl`	Iterative Shrinkage Algorithm for Patch-Smoothness Regularized Medical Image Recovery. IEEE Trans. Medical Imaging Yasir Q. Mohsin, Gregory Ongie, Mathews Jacob
2015	—	`conf`	Low rank recovery with manifold smoothness prior: Theory and application to accelerated dynamic MRI. ISBI Sunrita Poddar, Mathews Jacob
2015	J	`jnl`	Off-the-Grid Recovery of Piecewise Constant Images from Few Fourier Samples. CoRR Greg Ongie, Mathews Jacob
2015	J	`jnl`	Recovery of Discontinuous Signals Using Group Sparse Higher Degree Total Variation. IEEE Signal Process. Lett. Greg Ongie, Mathews Jacob
2015	J	`jnl`	Recovery of Low Rank and Jointly Sparse Matrices with Two Sampling Matrices. IEEE Signal Process. Lett. Sampurna Biswas, Hema Kumari Achanta, Mathews Jacob, Soura Dasgupta, Raghuraman Mudumbai
2015	J	`jnl`	Recovery of Piecewise Smooth Images from Few Fourier Samples. CoRR Greg Ongie, Mathews Jacob
2015	—	`conf`	Spark under 2-D fourier sampling. EUSIPCO Sampurna Biswas, Soura Dasgupta, Mathews Jacob, Raghuraman Mudumbai
2015	J	`jnl`	Super-resolution MRI Using Finite Rate of Innovation Curves. CoRR Greg Ongie, Mathews Jacob
2015	—	`conf`	Super-resolution MRI using finite rate of innovation curves. ISBI Greg Ongie, Mathews Jacob
2015	—	`conf`	Two step recovery of jointly sparse and low-rank matrices: Theoretical guarantees. ISBI Sampurna Biswas, Sunrita Poddar, Soura Dasgupta, Raghuraman Mudumbai, Mathews Jacob
2014	—	`conf`	A variable splitting based algorithm for fast multi-coil blind compressed sensing MRI reconstruction. EMBC Sampada Bhave, Sajan Goud Lingala, Mathews Jacob
2014	—	`conf`	Accelerated MRI using iterative non-local shrinkage. EMBC Yasir Q. Mohsin, Gregory Ongie, Mathews Jacob
2014	—	`conf`	Coprime conditions for Fourier sampling for sparse recovery. SAM Hema Kumari Achanta, Sampurna Biswas, Soura Dasgupta, Mathews Jacob, Bhanumati N. Dasgupta, Raghuraman Mudumbai
2014	J	`jnl`	Deformation corrected compressed sensing (DC-CS): a novel framework for accelerated dynamic MRI. CoRR Sajan Goud Lingala, Edward DiBella, Mathews Jacob
2014	J	`jnl`	Generalized Higher Degree Total Variation (HDTV) Regularization. IEEE Trans. Image Process. Yue Hu, Greg Ongie, Sathish Ramani, Mathews Jacob
2014	—	`conf`	Higher degree total variation for 3-D image recovery. ISBI Greg Ongie, Yue Hu, Mathews Jacob
2014	J	`jnl`	Iterative Non-Local Shrinkage Algorithm for MR Image Reconstruction. CoRR Yasir Q. Mohsin, Greg Ongie, Mathews Jacob
2014	Misc	`conf`	Joint recovery of under sampled signals on a manifold: Application to free breathing cardiac MRI. ICASSP Sunrita Poddar, Sajan Goud Lingala, Mathews Jacob
2014	J	`jnl`	Quantitative Comparison of Reconstruction Methods for Intra-Voxel Fiber Recovery From Diffusion MRI. IEEE Trans. Medical Imaging Alessandro Daducci, Erick Jorge Canales-Rodríguez, Maxime Descoteaux, Eleftherios Garyfallidis, Yaniv Gur, Ying-Chia Lin, Merry Mani, Sylvain Merlet, Michael Paquette, Alonso Ramirez-Manzanares, Marco Reisert, Paulo Reis Rodrigues, Farshid Sepehrband, Emmanuel Caruyer, Jeiran Choupan, Rachid Deriche, Mathews Jacob, Gloria Menegaz, Vesna Prckovska, Mariano Rivera, Yves Wiaux, Jean-Philippe Thiran
2014	Misc	`conf`	Subspace based low rank & joint sparse matrix recovery. ACSSC Sampurna Biswas, Sunrita Poddar, Soura Dasgupta, Raghuraman Mudumbai, Mathews Jacob
2014	J	`jnl`	Subspace based low rank and joint sparse matrix recovery. CoRR Sampurna Biswas, Sunrita Poddar, Soura Dasgupta, Raghuraman Mudumbai, Mathews Jacob
2014	J	`jnl`	Two step recovery of jointly sparse and low-rank matrices: theoretical guarantees. CoRR Sampurna Biswas, Sunrita Poddar, Soura Dasgupta, Raghuraman Mudumbai, Mathews Jacob
2013	—	`conf`	A fast majorize minimize algorithm for higher degree total variation regularization. ISBI Yue Hu, Sathish Ramani, Mathews Jacob
2013	J	`jnl`	Blind Compressive Sensing Dynamic MRI. IEEE Trans. Medical Imaging Sajan Goud Lingala, Mathews Jacob
2013	—	`conf`	Blind compressed sensing with sparse dictionaries for accelerated dynamic MRI. ISBI Sajan Goud Lingala, Mathews Jacob
2013	J	`jnl`	Nonlocal Regularization of Inverse Problems: A Unified Variational Framework. IEEE Trans. Image Process. Zhili Yang, Mathews Jacob
2012	J	`jnl`	A Fast Majorize-Minimize Algorithm for the Recovery of Sparse and Low-Rank Matrices. IEEE Trans. Image Process. Yue Hu, Sajan Goud Lingala, Mathews Jacob
2012	—	`conf`	A blind compressive sensing frame work for accelerated dynamic MRI. ISBI Sajan Goud Lingala, Mathews Jacob
2012	—	`conf`	Accelerating non-Cartesian sense for large coil arrays: Application to motion compensation in multishot DWI. ISBI Merry Mani, Mathews Jacob, Arnaud Guidon, Vincent Magnotta, Jianhui Zhong
2012	—	`conf`	Acceleration of high angular and spatial resolution diffusion imaging using compressed sensing. ISBI Merry Mani, Mathews Jacob, Arnaud Guidon, Chunlei Liu, Allen W. Song, Vincent Magnotta, Jianhui Zhong
2012	J	`jnl`	Higher Degree Total Variation (HDTV) Regularization for Image Recovery. IEEE Trans. Image Process. Yue Hu, Mathews Jacob
2012	—	`conf`	Improved higher degree total variation (HDTV) regularization. ISBI Yue Hu, Mathews Jacob
2012	—	`conf`	Robust non-local regularization framework for motion compensated dynamic imaging without explicit motion estimation. ISBI Zhili Yang, Mathews Jacob
2011	—	`conf`	A sparse reconstruction algorithm for parallel spiral MR spectroscopic imaging. ISBI Ramin Eslami, Mathews Jacob
2011	—	`conf`	A unified energy minimization framework for nonlocal regularization. ISBI Zhili Yang, Mathews Jacob
2011	J	`jnl`	Accelerated Dynamic MRI Exploiting Sparsity and Low-Rank Structure: k-t SLR. IEEE Trans. Medical Imaging Sajan Goud Lingala, Yue Hu, Edward V. R. Di Bella, Mathews Jacob
2011	—	`conf`	Accelerated first pass cardiac perfusion MRI using improved k - t SLR. ISBI Sajan Goud Lingala, Yue Hu, Edward V. R. Di Bella, Mathews Jacob
2011	—	`conf`	Image recovery using improved total variation regularization. ISBI Yue Hu, Mathews Jacob
2011	—	`conf`	Unified reconstruction and motion estimation in cardiac perfusion MRI. ISBI Sajan Goud Lingala, Mariappan S. Nadar, Christophe Chefd'Hotel, Li Zhang, Mathews Jacob
2010	—	`conf`	A fast & accurate non-iterative algorithm for regularized non-Cartesian MRI. ISBI Satyananda Kashyap, Mathews Jacob
2010	—	`conf`	Real-time cardiac MRI using low-rank and sparsity penalties. ISBI Sajan Goud, Yue Hu, Mathews Jacob
2010	J	`jnl`	Robust Reconstruction of MRSI Data Using a Sparse Spectral Model and High Resolution MRI Priors. IEEE Trans. Medical Imaging Ramin Eslami, Mathews Jacob
2009	J	`jnl`	Algebraic Decomposition of Fat and Water in MRI. IEEE Trans. Medical Imaging Mathews Jacob, Bradley P. Sutton
2009	Misc	`conf`	Correction of B0 inhomogeneity distortion in magnetic resonance spectroscopic imaging. ICASSP Ramin Eslami, Mathews Jacob
2009	—	`conf`	Efficient Nufft Algorithm for Non-Cartesian MRI Reconstruction. ISBI Zhili Yang, Mathews Jacob
2009	J	`jnl`	Optimized least-square nonuniform fast Fourier transform. IEEE Trans. Signal Process. Mathews Jacob
2009	Misc	`conf`	Optimized non-uniform fast Fourier transform (NUFFT) for iterative tomographic reconstruction. ICASSP Mathews Jacob
2009	—	`conf`	Reduction of Distortions in MRSI Using a New Signal Model. ISBI Ramin Eslami, Mathews Jacob
2008	—	`conf`	Improved IDQC reconstruction for inhomogeneity corrected MR spectroscopy. ISBI Rohini Shankar, Tianliang Gu, Jianhui Zhong, Mathews Jacob
2007	J	`jnl`	BSLIM: Spectral Localization by Imaging With Explicit B IEEE Trans. Medical Imaging Ildar Khalidov, Dimitri Van De Ville, Mathews Jacob, François Lazeyras, Michael Unser
2007	J	`jnl`	Improved Model-Based Magnetic Resonance Spectroscopic Imaging. IEEE Trans. Medical Imaging Mathews Jacob, Xiaoping Zhu, Andreas Ebel, Norbert Schuff, Zhi-Pei Liang
2007	—	`conf`	Multichannel Estimation of Coil Sensitivities in Parallel Mri. ISBI Robert L. Morrison Jr., Mathews Jacob, Minh N. Do
2007	—	`conf`	Non-Iterative Dixon Decomposition of Fat and Water. ISBI Mathews Jacob, Bradley P. Sutton
2006	J	`jnl`	3-D shape estimation of DNA molecules from stereo cryo-electron micro-graphs using a projection-steerable snake. IEEE Trans. Image Process. Mathews Jacob, Thierry Blu, C. Vaillant, J. H. Maddocks, Michael Unser
2006	B	`conf`	Improved MRSI with field inhomogeneity compensation. Image Processing Ildar Khalidov, Dimitri Van De Ville, Mathews Jacob, François Lazeyras, Michael Unser
2006	—	`conf`	On model-based MR spectroscopic imaging. ISBI Mathews Jacob, Bradley P. Sutton, Justin P. Haldar, Zhi-Pei Liang
2006	—	`conf`	Reconstruction of functional activations in diffuse optical imaging. ISBI Mathews Jacob, Vlad Toronov, Yoram Bresler, Xiaofeng Zhang, Andrew G. Webb
2006	—	`conf`	Regularized inversion of noisy, incomplete MR spectroscopic imaging data with anatomical prior. ISBI Justin P. Haldar, Mathews Jacob, Andreas Ebel, Xiaoping Zhu, Norbert Schuff, Diego Hernando, Bradley P. Sutton, Zhi-Pei Liang
2005	—	`conf`	Three-dimensional feature detection using optimal steerable filters. ICIP (2) François Aguet, Mathews Jacob, Michael Unser
2004	J	`jnl`	Design of Steerable Filters for Feature Detection Using Canny-Like Criteria. IEEE Trans. Pattern Anal. Mach. Intell. Mathews Jacob, Michael Unser
2004	J	`jnl`	Efficient energies and algorithms for parametric snakes. IEEE Trans. Image Process. Mathews Jacob, Thierry Blu, Michael Unser
2004	—	`conf`	Neurite Tracing in Fluorescence Microscopy Images using Ridge Filtering and Graph Searching: Principles and Validation. ISBI Erik Meijering, Mathews Jacob, J.-C. Floyd Sarria, Pascal Steiner, Harald Hirling, Michael Unser
2004	B	`conf`	Shape estimation of 3-D DNA molecules from stereo cryo-electron micro-graphs. ICIP Mathews Jacob, Thierry Blu, Michael Unser
2003	—	`conf`	A Novel Approach to Neurite Tracing in Fluorescence Microscopy Images. SIP Erik Meijering, Mathews Jacob, J.-C. Floyd Sarria, Michael Unser
2003	—	`conf`	Optimal steerable filters for feature detection. ICIP (3) Mathews Jacob, Michael Unser
2002	—	`conf`	3-D reconstruction of DNA filaments from stereo cryo-electron micrographs. ISBI Mathews Jacob, Thierry Blu, Michael Unser
2002	J	`jnl`	Sampling of periodic signals: a quantitative error analysis. IEEE Trans. Signal Process. Mathews Jacob, Thierry Blu, Michael Unser
2001	J	`jnl`	An Exact Method for Computing the Area Moments of Wavelet and Spline Curves. IEEE Trans. Pattern Anal. Mach. Intell. Mathews Jacob, Thierry Blu, Michael Unser
2001	—	`conf`	Orthogonal quincunx wavelets with fractional orders. ICIP (1) Manuela Feilner, Mathews Jacob, Michael Unser
2001	B	`conf`	Unifying approach and interface for spline-based snakes. Image Processing Mathews Jacob, Thierry Blu, Michael A. Unser
2000	B	`conf`	Exact Computation of Area Moments for Spline and Wavelet Curves. ICPR Mathews Jacob, Thierry Blu, Michael Unser