J
Javier Mateos
Researcher at University of Granada
Publications - 94
Citations - 2340
Javier Mateos is an academic researcher from University of Granada. The author has contributed to research in topics: Image restoration & Multispectral image. The author has an hindex of 22, co-authored 93 publications receiving 2204 citations. Previous affiliations of Javier Mateos include Northwestern University.
Papers
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A survey of classical methods and new trends in pansharpening of multispectral images
TL;DR: A review of the pan-sharpening methods proposed in the literature giving a clear classification of them and a description of their main characteristics and how the quality of the pansharpened images can be assessed both visually and quantitatively is analyzed.
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Blind Deconvolution Using a Variational Approach to Parameter, Image, and Blur Estimation
TL;DR: It is shown how the gamma distributions on the unknown hyperparameters can be used to prevent the proposed blind deconvolution method from converging to undesirable image and blur estimates and also how these distributions can be inferred in realistic situations.
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Bayesian and regularization methods for hyperparameter estimation in image restoration
TL;DR: This paper derives expressions for the iterative evaluation of the two hyperparameters applying the evidence and maximum a posteriori (MAP) analysis within the hierarchical Bayesian paradigm.
Book
Super Resolution of Images and Video
TL;DR: There is clear that there is a strong interplay between the tools and techniques developed for SR and a number of other inverse problems encountered in sig...
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Image restoration in astronomy: a Bayesian perspective
TL;DR: The Bayesian paradigm is described and the prior models used to restore astronomical images are examined, and important issues such as acceleration of algorithms, stopping rules, and parameter estimation are commented on.