| 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 | 159 | 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 | 96 | 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 | 71 | 2012 |
| 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 | 63 | 2015 |
| 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 | 57 | 2014 |
| Compressed sensing of simultaneous low-rank and joint-sparse matrices M Golbabaee, P Vandergheynst arXiv preprint arXiv:1211.5058, 2012 | 53 | 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 | 45 | 2019 |
| 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 | 35 | 2020 |
| Method and system for automatic objects localization A Alahi, M Golbabaee, P Vandergheynst US Patent 8,749,630, 2014 | 35 | 2014 |
| Gradient projection iterative sketch for large-scale constrained least-squares J Tang, M Golbabaee, ME Davies International Conference on Machine Learning, 3377-3386, 2017 | 32 | 2017 |
| Light field compressive sensing in camera arrays MH Kamal, M Golbabaee, P Vandergheynst 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 31 | 2012 |
| 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 | 25 | 2020 |
| 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 | 23 | 2010 |
| 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 | 22 | 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 | 18 | 2010 |
| 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 | 16 | 2018 |
| Inexact Gradient Projection and Fast Data Driven Compressed Sensing M Golbabaee, ME Davies IEEE Transactions on Information Theory 64 (10), 6707 - 6721, 2018 | 16 | 2018 |
| 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 | 13 | 2021 |
| 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 | 11 | 2020 |
| 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 | 11 | 2020 |
mike daviesProfessor of Signal and Image Processing, University of EdinburghVerified email at ed.ac.uk
