Mohammad Golbabaee
Mohammad Golbabaee
Assistant professor, Computer Science department, University of Bath
Verified email at - Homepage
Cited by
Cited by
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
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
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
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
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
Compressed sensing of simultaneous low-rank and joint-sparse matrices
M Golbabaee, P Vandergheynst
arXiv preprint arXiv:1211.5058, 2012
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
Light field compressive sensing in camera arrays
MH Kamal, M Golbabaee, P Vandergheynst
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
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
Gradient projection iterative sketch for large-scale constrained least-squares
J Tang, M Golbabaee, ME Davies
International Conference on Machine Learning, 3377-3386, 2017
Method and system for automatic objects localization
A Alahi, M Golbabaee, P Vandergheynst
US Patent 8,749,630, 2014
Scoop: A real-time sparsity driven people localization algorithm
M Golbabaee, A Alahi, P Vandergheynst
Journal of mathematical imaging and vision 48 (1), 160-175, 2014
Multichannel compressed sensing via source separation for hyperspectral images
M Golbabaee, S Arberet, P Vandergheynst
2010 18th European Signal Processing Conference, 1326-1329, 2010
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), 1-17, 2020
Inexact Gradient Projection and Fast Data Driven Compressed Sensing
M Golbabaee, ME Davies
IEEE Transactions on Information Theory 64 (10), 6707 - 6721, 2018
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
Rest-katyusha: Exploiting the solution's structure via scheduled restart schemes
J Tang, M Golbabaee, F Bach, M Davies
arXiv preprint arXiv:1803.02246, 2018
CoverBLIP: accelerated and scalable iterative matched-filtering for magnetic resonance fingerprint reconstruction
M Golbabaee, Z Chen, Y Wiaux, M Davies
Inverse Problems 36 (1), 015003, 2019
Cover tree compressed sensing for fast MR fingerprint recovery
M Golbabaee, Z Chen, Y Wiaux, M Davies
2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017
Numerical experiments with MALDI imaging data
JH Kobarg, P Maass, J Oetjen, O Tropp, E Hirsch, C Sagiv, M Golbabaee, ...
Advances in Computational Mathematics 40 (3), 667-682, 2014
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