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Mohammad Golbabaee
Mohammad Golbabaee
Engineering Mathematics department, University of Bristol
Verified email at bristol.ac.uk - Homepage
Title
Cited by
Cited by
Year
Hyperspectral image compressed sensing via low-rank and joint-sparse matrix recovery
M Golbabaee, P Vandergheynst
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
1742012
Compressive source separation: Theory and methods for hyperspectral imaging
M Golbabaee, S Arberet, P Vandergheynst
IEEE Transactions on Image Processing 22 (12), 5096-5110, 2013
952013
Joint trace/TV norm minimization: A new efficient approach for spectral compressive imaging
M Golbabaee, P Vandergheynst
2012 19th IEEE International Conference on Image Processing, 933-936, 2012
752012
Model selection with low complexity priors
S Vaiter, M Golbabaee, J Fadili, G Peyré
Information and Inference: A Journal of the IMA 4 (3), 230-287, 2015
712015
Structured sparsity models for reverberant speech separation
A Asaei, M Golbabaee, H Bourlard, V Cevher
IEEE/ACM Transactions on Audio, Speech, and Language Processing 22 (3), 620-633, 2014
602014
Compressed sensing of simultaneous low-rank and joint-sparse matrices
M Golbabaee, P Vandergheynst
arXiv preprint arXiv:1211.5058, 2012
522012
Rapid three-dimensional multiparametric MRI with quantitative transient-state imaging
PA Gómez, M Cencini, M Golbabaee, RF Schulte, C Pirkl, I Horvath, ...
Scientific reports 10 (1), 13769, 2020
502020
Geometry of Deep Learning for Magnetic Resonance Fingerprinting
M Golbabaee, D Chen, PA Gómez, MI Menzel, D Mike E.
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and …, 2019
472019
Method and system for automatic objects localization
A Alahi, M Golbabaee, P Vandergheynst
US Patent 8,749,630, 2014
382014
Gradient projection iterative sketch for large-scale constrained least-squares
J Tang, M Golbabaee, ME Davies
International Conference on Machine Learning, 3377-3386, 2017
362017
The practicality of stochastic optimization in imaging inverse problems
J Tang, K Egiazarian, M Golbabaee, M Davies
IEEE Transactions on Computational Imaging 6, 1471-1485, 2020
312020
Light field compressive sensing in camera arrays
MH Kamal, M Golbabaee, P Vandergheynst
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
302012
Accelerated 3D whole-brain T1, T2, and proton density mapping: feasibility for clinical glioma MR imaging
CM Pirkl, L Nunez-Gonzalez, F Kofler, S Endt, L Grundl, M Golbabaee, ...
Neuroradiology, 1-21, 2021
242021
Scoop: A real-time sparsity driven people localization algorithm
M Golbabaee, A Alahi, P Vandergheynst
Journal of mathematical imaging and vision 48, 160-175, 2014
242014
Distributed compressed sensing of hyperspectral images via blind source separation
M Golbabaee, S Arberet, P Vandergheynst
2010 Conference Record of the Forty Fourth Asilomar Conference on Signals …, 2010
232010
Multichannel compressed sensing via source separation for hyperspectral images
M Golbabaee, S Arberet, P Vandergheynst
2010 18th European Signal Processing Conference, 1326-1329, 2010
202010
Inexact Gradient Projection and Fast Data Driven Compressed Sensing
M Golbabaee, ME Davies
IEEE Transactions on Information Theory 64 (10), 6707 - 6721, 2018
192018
Rest-katyusha: Exploiting the solution's structure via scheduled restart schemes
J Tang, M Golbabaee, F Bach
Advances in Neural Information Processing Systems 31, 2018
182018
Compressive MRI quantification using convex spatiotemporal priors and deep encoder-decoder networks
M Golbabaee, G Buonincontri, CM Pirkl, MI Menzel, BH Menze, M Davies, ...
Medical image analysis 69, 101945, 2021
172021
Model‐based super‐resolution reconstruction of T2 maps
W Bano, GF Piredda, M Davies, I Marshall, M Golbabaee, R Meuli, ...
Magnetic resonance in medicine 83 (3), 906-919, 2020
172020
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Articles 1–20