Publicaciones (13) Publicaciones de FERNANDO PÉREZ BUENO

2024

  1. BCD-net: Stain separation of histological images using deep variational Bayesian blind color deconvolution

    Digital Signal Processing: A Review Journal, Vol. 145

2023

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

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

  2. Deep Bayesian Blind Color Deconvolution of Histological Images

    Proceedings - International Conference on Image Processing, ICIP

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

  2. Leveraging a Probabilistic PCA Model to Understand the Multivariate Statistical Network Monitoring Framework for Network Security Anomaly Detection

    IEEE/ACM Transactions on Networking, Vol. 30, Núm. 3, pp. 1217-1229

  3. The Devil is in the Details: Whole Slide Image Acquisition and Processing for Artifacts Detection, Color Variation, and Data Augmentation: A Review

    IEEE Access, Vol. 10, pp. 58821-58844

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. Super Gaussian Priors for Blind Color Deconvolution of Histological Images

    Proceedings - International Conference on Image Processing, ICIP

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

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

2013

  1. Aprendiendo Probabilidad en la Web

    Probabilidad Condicionada: Revista de didáctica de la Estadística, Núm. 1, pp. 607-608

2012

  1. Guía interactiva de autoaprendizaje de SPSS. Vr 3.0 (PID 09-235)

    Innovación docente y buenas prácticas en la Universidad de Granada. (Editorial Universidad de Granada), pp. 727-738