Fernando Pérez-Bueno

20 papers B 4Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Deep Bayesian Blind Color Deconvolution Using a Gaussian Scale Mixture Prior.
EUSIPCO
Francisco M. Castro-Macías, Miguel Vega, Fernando Pérez-Bueno, Rafael Molina, Aggelos K. Katsaggelos
2025 J jnl
LCNet: Lightweight Cycle Network Driven by Physical and Deep Prior for Compressed Sensing.
IEEE Trans. Multim.
Shuowen Yang, Fernando Pérez-Bueno, Hanlin Qin, Rafael Molina, Aggelos K. Katsaggelos
2025 — conf
TV-Based Deep 3D Self Super-Resolution for FMRI.
ISBI
Fernando Pérez-Bueno, Hongwei B. Li, Shahin Nasr, César Caballero-Gaudes, Juan Eugenio Iglesias
2024 J jnl
BCD-net: Stain separation of histological images using deep variational Bayesian blind color deconvolution.
Digit. Signal Process.
Shuowen Yang, Fernando Pérez-Bueno, Francisco M. Castro-Macías, Rafael Molina, Aggelos K. Katsaggelos
2024 B conf
Bayesian Blind Image Deconvolution using an Hyperbolic-Secant prior.
ICIP
Francisco M. Castro-Macías, Fernando Pérez-Bueno, Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2024 — conf
Blind Color Deconvolution and Classification of Histological Images Using the Hyperbolic Secant Prior.
ISBI
Francisco M. Castro-Macías, Fernando Pérez-Bueno, Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2024 J jnl
Robust blind color deconvolution and blood detection on histological images using Bayesian K-SVD.
Artif. Intell. Medicine
Fernando Pérez-Bueno, Kjersti Engan, Rafael Molina
2024 J jnl
TV-based Deep 3D Self Super-Resolution for fMRI.
CoRR
Fernando Pérez-Bueno, Hongwei Bran Li, Shahin Nasr, César Caballero-Gaudes, Juan Eugenio Iglesias
2024 J jnl
The CrowdGleason dataset: Learning the Gleason grade from crowds and experts.
Comput. Methods Programs Biomed.
Miguel López-Pérez, Alba Morquecho, Arne Schmidt, Fernando Pérez-Bueno, Aurelio Martín-Castro, Javier Mateos, Rafael Molina
2023 B conf
A Robust BKSVD Method for Blind Color Deconvolution and Blood Detection on H &E Histological Images.
AIME
Fernando Pérez-Bueno, Kjersti Engan, Rafael Molina
2023 B conf
Deep Bayesian Blind Color Deconvolution of Histological Images.
ICIP
Shuowen Yang, Fernando Pérez-Bueno, Francisco M. Castro-Macías, Rafael Molina, Aggelos K. Katsaggelos
2023 J jnl
Leveraging a Probabilistic PCA Model to Understand the Multivariate Statistical Network Monitoring Framework for Network Security Anomaly Detection.
CoRR
Fernando Pérez-Bueno, Luz García, Gabriel Maciá-Fernández, Rafael Molina
2022 J jnl
Bayesian K-SVD for H and E blind color deconvolution. Applications to stain normalization, data augmentation and cancer classification.
Comput. Medical Imaging Graph.
Fernando Pérez-Bueno, Juan G. Serra, Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2022 J jnl
Leveraging a Probabilistic PCA Model to Understand the Multivariate Statistical Network Monitoring Framework for Network Security Anomaly Detection.
IEEE/ACM Trans. Netw.
Fernando Pérez-Bueno, Luz García, Gabriel Maciá-Fernández, Rafael Molina
2022 J jnl
The Devil is in the Details: Whole Slide Image Acquisition and Processing for Artifacts Detection, Color Variation, and Data Augmentation: A Review.
IEEE Access
Neel Kanwal, Fernando Pérez-Bueno, Arne Schmidt, Kjersti Engan, Rafael Molina
2021 J jnl
Blind color deconvolution, normalization, and classification of histological images using general super Gaussian priors and Bayesian inference.
Comput. Methods Programs Biomed.
Fernando Pérez-Bueno, Miguel Vega, María Á. Sales, José Aneiros-Fernández, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
2020 J jnl
A TV-based image processing framework for blind color deconvolution and classification of histological images.
Digit. Signal Process.
Fernando Pérez-Bueno, Miguel López-Pérez, Miguel Vega, Javier Mateos, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
2020 — conf
Fully Automatic Blind Color Deconvolution of Histological Images Using Super Gaussians.
EUSIPCO
Fernando Pérez-Bueno, Miguel Vega, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
2020 B conf
Super Gaussian Priors for Blind Color Deconvolution of Histological Images.
ICIP
Fernando Pérez-Bueno, Miguel Vega, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
2020 J jnl
Variational Bayesian Pansharpening with Super-Gaussian Sparse Image Priors.
Sensors
Fernando Pérez-Bueno, Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos