Publicaciones en colaboración con investigadores/as de Northwestern University (62)

2022

  1. Bayesian K-SVD for H and E blind color deconvolution. Applications to stain normalization, data augmentation and cancer classification

    Computerized Medical Imaging and Graphics, Vol. 97

2021

  1. Blind color deconvolution, normalization, and classification of histological images using general super Gaussian priors and Bayesian inference

    Computer Methods and Programs in Biomedicine, Vol. 211

  2. Fully automatic blind color deconvolution of histological images using super gaussians

    European Signal Processing Conference

2020

  1. A TV-based image processing framework for blind color deconvolution and classification of histological images

    Digital Signal Processing: A Review Journal, Vol. 101

  2. Variational Bayesian Blind Color Deconvolution of Histopathological Images

    IEEE Transactions on Image Processing, Vol. 29, Núm. 1, pp. 2026-2036

  3. Variational Bayesian Pansharpening with super-Gaussian sparse image priors

    Sensors (Switzerland), Vol. 20, Núm. 18, pp. 1-28

2019

  1. Variational bayes color deconvolution with a total variation prior

    European Signal Processing Conference

2018

  1. Blind Color Deconvolution of Histopathological Images Using a Variational Bayesian Approach

    Proceedings - International Conference on Image Processing, ICIP

  2. Fully automated blind color deconvolution of histopathological images

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Greedy Bayesian double sparsity dictionary learning

    Proceedings - International Conference on Image Processing, ICIP

  4. Image super-resolution for outdoor digital forensics. Usability and legal aspects

    Computers in Industry, Vol. 98, pp. 34-47

2017

  1. Fast Bayesian blind deconvolution with Huber Super Gaussian priors

    Digital Signal Processing: A Review Journal, Vol. 60, pp. 122-133

2016

  1. Compressed Sensing Super Resolution of color images

    European Signal Processing Conference

  2. Compressive sensing super resolution from multiple observations with application to passive millimeter wave images

    Digital Signal Processing: A Review Journal, Vol. 50, pp. 180-190

  3. Multiframe blind deconvolution of passive millimeter wave images using variational dirichlet blur kernel estimation

    Proceedings - International Conference on Image Processing, ICIP

2015

  1. Image super-resolution from compressed sensing observations

    Proceedings - International Conference on Image Processing, ICIP

  2. PMMW image super resolution from compressed sensing observations

    2015 23rd European Signal Processing Conference, EUSIPCO 2015

2014

  1. A non-stationary image prior combination in super-resolution

    Digital Signal Processing: A Review Journal, Vol. 32, pp. 1-10

  2. Parameter estimation in Bayesian Blind Deconvolution with super Gaussian image priors

    European Signal Processing Conference

2013

  1. A general sparse image prior combination in Compressed Sensing

    European Signal Processing Conference