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Mathews Jacob
Mathews Jacob
University of Virginia
Verifierad e-postadress på virginia.edu - Startsida
Titel
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År
Design and validation of a tool for neurite tracing and analysis in fluorescence microscopy images
E Meijering, M Jacob, JCF Sarria, P Steiner, H Hirling, M Unser
Cytometry Part A: the journal of the International Society for Analytical …, 2004
17782004
MoDL: Model-based deep learning architecture for inverse problems
HK Aggarwal, MP Mani, M Jacob
IEEE transactions on medical imaging 38 (2), 394-405, 2018
12682018
Accelerated dynamic MRI exploiting sparsity and low-rank structure: kt SLR
SG Lingala, Y Hu, E DiBella, M Jacob
IEEE transactions on medical imaging 30 (5), 1042-1054, 2011
8082011
Design of steerable filters for feature detection using canny-like criteria
M Jacob, M Unser
IEEE transactions on pattern analysis and machine intelligence 26 (8), 1007-1019, 2004
5412004
Blind compressive sensing dynamic MRI
SG Lingala, M Jacob
IEEE transactions on medical imaging 32 (6), 1132-1145, 2013
2852013
Efficient energies and algorithms for parametric snakes
M Jacob, T Blu, M Unser
IEEE transactions on image processing 13 (9), 1231-1244, 2004
2752004
Higher degree total variation (HDTV) regularization for image recovery
Y Hu, M Jacob
IEEE Transactions on Image Processing 21 (5), 2559-2571, 2012
2392012
Multi‐shot sensitivity‐encoded diffusion data recovery using structured low‐rank matrix completion (MUSSELS)
M Mani, M Jacob, D Kelley, V Magnotta
Magnetic resonance in medicine 78 (2), 494-507, 2017
2112017
Quantitative comparison of reconstruction methods for intra-voxel fiber recovery from diffusion MRI
A Daducci, EJ Canales-Rodrı, M Descoteaux, E Garyfallidis, Y Gur, ...
IEEE transactions on medical imaging 33 (2), 384-399, 2013
2042013
Off-the-grid recovery of piecewise constant images from few Fourier samples
G Ongie, M Jacob
SIAM Journal on Imaging Sciences 9 (3), 1004-1041, 2016
1532016
Image reconstruction for diffuse optical tomography using sparsity regularization and expectation-maximization algorithm
N Cao, A Nehorai, M Jacob
Optics express 15 (21), 13695-13708, 2007
1372007
Dynamic MRI using smoothness regularization on manifolds (SToRM)
S Poddar, M Jacob
IEEE transactions on medical imaging 35 (4), 1106-1115, 2015
1202015
Dynamic MRI using model‐based deep learning and SToRM priors: MoDL‐SToRM
S Biswas, HK Aggarwal, M Jacob
Magnetic resonance in medicine 82 (1), 485-494, 2019
1132019
J-MoDL: Joint model-based deep learning for optimized sampling and reconstruction
HK Aggarwal, M Jacob
IEEE journal of selected topics in signal processing 14 (6), 1151-1162, 2020
1122020
A fast algorithm for convolutional structured low-rank matrix recovery
G Ongie, M Jacob
IEEE transactions on computational imaging 3 (4), 535-550, 2017
992017
Deformation corrected compressed sensing (DC-CS): a novel framework for accelerated dynamic MRI
SG Lingala, E DiBella, M Jacob
IEEE transactions on medical imaging 34 (1), 72-85, 2014
972014
Nonlocal regularization of inverse problems: a unified variational framework
Z Yang, M Jacob
IEEE Transactions on Image Processing 22 (8), 3192-3203, 2012
952012
Accelerated whole‐brain multi‐parameter mapping using blind compressed sensing
S Bhave, SG Lingala, CP Johnson, VA Magnotta, M Jacob
Magnetic resonance in medicine 75 (3), 1175-1186, 2016
89*2016
Generalized higher degree total variation (HDTV) regularization
Y Hu, G Ongie, S Ramani, M Jacob
IEEE transactions on image processing 23 (6), 2423-2435, 2014
812014
Improving the speed of MRI with artificial intelligence
PM Johnson, MP Recht, F Knoll
Seminars in musculoskeletal radiology 24 (01), 012-020, 2020
762020
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