Publicaciones en las que colabora con RAFAEL MOLINA SORIANO (75)

2023

  1. Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset

    Artificial Intelligence in Medicine, Vol. 145

  2. Deep Robust Image Restoration Using the Moore-Penrose Blur Inverse

    Proceedings - International Conference on Image Processing, ICIP

  3. Learning Moore-Penrose based residuals for robust non-blind image deconvolution

    Digital Signal Processing: A Review Journal, Vol. 142

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

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 EM method for blur estimation using the spike-and-slab image prior

    Digital Signal Processing: A Review Journal, Vol. 88, pp. 116-129

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

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

  4. Spike and slab variational inference for blind image deconvolution

    Proceedings - International Conference on Image Processing, ICIP

2017

  1. Parameter estimation in spike and slab variational inference for blind image deconvolution

    25th European Signal Processing Conference, EUSIPCO 2017

2016

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

    Proceedings - International Conference on Image Processing, ICIP

2015

  1. Variational Bayesian blind image deconvolution: A review

    Digital Signal Processing: A Review Journal, Vol. 47, pp. 116-127

  2. Variational Dirichlet Blur Kernel Estimation

    IEEE Transactions on Image Processing, Vol. 24, Núm. 12, pp. 5127-5139

2014

  1. Bayesian active remote sensing image classification

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 52, Núm. 4, pp. 2186-2196

  2. Combining Poisson singular integral and total variation prior models in image restoration

    Signal Processing, Vol. 103, pp. 296-308

  3. Learning filters in Gaussian process classification problems

    2014 IEEE International Conference on Image Processing, ICIP 2014