R
Rafael Molina
Researcher at University of Granada
Publications - 398
Citations - 11970
Rafael Molina is an academic researcher from University of Granada. The author has contributed to research in topics: Image restoration & Iterative reconstruction. The author has an hindex of 52, co-authored 381 publications receiving 10765 citations. Previous affiliations of Rafael Molina include Intel & Northwestern University.
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Journal Article
[Tumor markers: theory or reality?].
Proceedings ArticleDOI
Classification of multiple annotator data using variational Gaussian process inference
TL;DR: This paper proposes and describes how Variational Bayes inference can be used to, given the observed labels, approximate the posterior distribution of the latent classifier and also estimate each annotator's reliability.
Journal ArticleDOI
Bayesian K-SVD for H and E blind color deconvolution. Applications to stain normalization, data augmentation and cancer classification
Fernando Pérez-Bueno,Juan G. Serra,Miguel Vega,Javier Mateos,Rafael Molina,Aggelos K. Katsaggelos +5 more
TL;DR: In this paper , a Bayesian modeling and inference blind color deconvolution framework based on the K-Singular value decomposition algorithm is proposed for stain separation, image normalization, stain color augmentation and classification.
Proceedings ArticleDOI
Restoration of severely blurred high range images using compound models
TL;DR: Two new iterative restoration algorithms which extend the classical SA and ICM approaches are proposed and their convergence is established and they are tested on real and synthetic images.
Proceedings Article
Image deblurring combining poisson singular integral and total variation prior models
TL;DR: A new combination of image priors is introduced and applied to Bayesian image restoration, which utilizes a bound for the TV image model based on the majorization-minimization principle, and performs maximum a posteriori Bayesian inference.