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Mohammad Golbabaee
Mohammad Golbabaee
Engineering Mathematics department, University of Bristol
Email confirmado em bristol.ac.uk - Página inicial
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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
1772012
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
972013
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
792012
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
762015
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
662020
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
622014
Compressed sensing of simultaneous low-rank and joint-sparse matrices
M Golbabaee, P Vandergheynst
arXiv preprint arXiv:1211.5058, 2012
542012
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
522019
Method and system for automatic objects localization
A Alahi, M Golbabaee, P Vandergheynst
US Patent 8,749,630, 2014
432014
Gradient projection iterative sketch for large-scale constrained least-squares
J Tang, M Golbabaee, ME Davies
International Conference on Machine Learning, 3377-3386, 2017
412017
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
392021
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
372020
Light field compressive sensing in camera arrays
MH Kamal, M Golbabaee, P Vandergheynst
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
312012
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
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
232021
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
222010
Compressive mr fingerprinting reconstruction with neural proximal gradient iterations
D Chen, ME Davies, M Golbabaee
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
212020
Inexact Gradient Projection and Fast Data Driven Compressed Sensing
M Golbabaee, ME Davies
IEEE Transactions on Information Theory 64 (10), 6707 - 6721, 2018
212018
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
202020
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
192018
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