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Article

Bevilacqua, Marco and Rusu, Cristian and Dharmakumar, Rohan and Tsaftaris, Sotirios A. Dictionary learning for unsupervised identification of ischemic territories in CP-BOLD Cardiac MRI at rest. Journal of cardiovascular magnetic resonance, 17 (Sup. 1). Q13. ISSN 1532-429X (2015)

Bevilacqua, Marco and Roumy, Aline and Guillemot, Christine and Alberi-Morel, Marie Line Single-image super-resolution via linear mapping of interpolated self-examples. IEEE Transactions on image processing, 23 (12). pp. 5334-5347. ISSN 1057-7149 (2014)

Book Section

Mukhopadhyay, Anirban and Oksuz, Ilkay and Bevilacqua, Marco and Tsaftaris, Sotirios A. Data-driven feature learning for myocardial segmentation of CP-BOLD MRI. In: Functional imaging and modeling of the heart. Springer, pp. 189-197. ISBN 978-3-319-20309-6 (2015)

Bevilacqua, Marco and Roumy, Aline and Guillemot, Christine and Alberi-Morel, Marie Line Video super-resolution via sparse combinations of key-frame patches in a compression context. In: Picture Coding Symposium (PCS). IEEE, pp. 337-340. ISBN 978-1-4799-0292-7 (2013)

Bevilacqua, Marco and Roumy, Aline and Guillemot, Christine and Alberi-Morel, Marie Line K-WEB: Nonnegative dictionary learning for sparse image representations. In: Proceedings of the 20th IEEE International Conference on Image Processing (ICIP). IEEE, pp. 146-150. (2013)

Bevilacqua, Marco and Roumy, Aline and Guillemot, Christine and Alberi-Morel, Marie Line Super-resolution using neighbor embedding of back-projection residuals. In: Proceedings of the 18th International Conference on Digital Signal Processing (DSP). IEEE, pp. 1-8. (2013)

Bevilacqua, Marco and Roumy, Aline and Guillemot, Christine and Alberi-Morel, Marie Line Compact and coherent dictionary construction for example-based super-resolution. In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, pp. 2222-2226. (2013)

Bevilacqua, Marco and Roumy, Aline and Guillemot, Christine and Alberi-Morel, Marie Line Neighbor embedding based single-image super-resolution using Semi-Nonnegative Matrix Factorization. In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, pp. 1289-1292. ISBN 978-1-4673-0044-5 (2012)

Bevilacqua, Marco and Roumy, Aline and Guillemot, Christine and Alberi-Morel, Marie Line Low-complexity single-image super-resolution based on nonnegative neighbor embedding. In: Proceedings of the 23rd British Machine Vision Conference (BMVC). BMVA Press, 135.1-135.10. ISBN 1-901725-46-4 (2012)

Plumbley, Mark D. and Bevilacqua, Marco Sparse reconstruction for compressed sensing using Stagewise Polytope Faces Pursuit. In: Proceedings of the 16th International Conference on Digital Signal Processing (DSP). IEEE, pp. 1-8. ISBN 978-1-4244-3298-1 (2009)