Publications by the researcher in collaboration with Aggelos K. Katsaggelos (8)

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. 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

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