Highlighted Recent Publications

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Bayesian Blind Image Deconvolution using an Hyperbolic-Secant prior

Author:  F. M. Castro-Macías, F. Pérez-Bueno, M. Vega, J. Mateos, R. Molina, and A. K. Katsaggelos

Publication:   2024 IEEE International Conference on Image Processing (ICIP 2024), 2024

Awards:   🏆 Best Student Paper Award at ICIP 2024

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A Robust BKSVD Method for Blind Color Deconvolution and Blood Detection on H&E Histological Images

Author:  F. Pérez-Bueno, K. Engan, and R. Molina

Publication:   Artificial Intelligence in Medicine (AIME). Highlighted as one of the top-3 best papers of the conference., 2023

Awards:   🏆 Top 3 best papers in the conference.

DOIPDF

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Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO

Author:  P. Morales-Álvarez, P. Ruiz, S. Coughlin, R. Molina, and A.K. Katsaggelos

Publication:   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022

Awards:   🏆 2023 award to the best contribution in applied statistics, by the BBVA Foundation and the SEIO (Spanish Society for Statistics and Operations Research)

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