| 2025 | ICIP | Deep Sparse Prior: Enhancing Deblurring Deep Priors with Sparsity Constraints. | Francisco M. Castro-Macas, Miguel Vega, Rafael Molina |
| 2024 | ICIP | Bayesian Blind Image Deconvolution using an Hyperbolic-Secant prior. | Francisco M. Castro-Macas, Fernando Prez-Bueno, Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos |
| 2020 | ICIP | Super Gaussian Priors for Blind Color Deconvolution of Histological Images. | Fernando Prez-Bueno, Miguel Vega, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos |
| 2018 | ICIP | Blind Color Deconvolution of Histopathological Images Using a Variational Bayesian Approach. | Natalia Hidalgo-Gavira, Javier Mateos, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos |
| 2018 | MICCAI | Fully Automated Blind Color Deconvolution of Histopathological Images. | Natalia Hidalgo-Gavira, Javier Mateos, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos |
| 2016 | ICIP | Multiframe blind deconvolution of passive millimeter wave images using variational dirichlet blur kernel estimation. | Javier Mateos, Antonio Lpez, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos |
| 2015 | ICIP | Image super-resolution from compressed sensing observations. | Wael Saafin, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos |
| 2011 | ICIP | Parameter estimation in Bayesian super-resolution pansharpening using contourlets. | Israa Amro, Javier Mateos, Miguel Vega |
| 2011 | ICIP | Bayesian TV denoising of SAR images. | Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos |
| 2011 | ICIP | A novel iterative image restoration algorithm using nonstationary image priors. | Esteban Vera, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos |
| 2010 | ICIP | Bayesian super-resolution pansharpening using contourlets. | Israa Amro, Javier Mateos, Miguel Vega |
| 2010 | ICIP | Using the Kullback-Leibler divergence to combine image priors in Super-Resolution image reconstruction. | Salvador Villena, Miguel Vega, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos |
| 2009 | ACIVS | Parameter Estimation in Bayesian Super-Resolution Image Reconstruction from Low Resolution Rotated and Translated Images. | Salvador Villena, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos |
| 2008 | KES | Super Resolution of Multispectral Images Using TV Image Models. | Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos |
| 2007 | ICIP | From Global to Local Bayesian Parameter Estimation in Image Restoration using Variational Distribution Approximations. | Rafael Molina, Miguel Vega, Aggelos K. Katsaggelos |
| 2006 | ICIP | Parameter Estimation in Bayesian Reconstruction of Multispectral Images using Super Resolution Techniques. | Rafael Molina, Miguel Vega, Javier Mateos, Aggelos K. Katsaggelos |
| 2005 | IBPRIA | Bayesian Reconstruction of Color Images Acquired with a Single CCD. | Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos |
| 2003 | IBPRIA | Bayesian Image Estimation from an Incomplete Set of Blurred, Undersampled Low Resolution Images. | Javier Mateos, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos |
| 2003 | ICASSP | Parameter estimation in super-resolution image reconstruction problems. | Javier Abad, Miguel Vega, Rafael Molina, Aggelos K. Katsaggelos |
| 2003 | ICIP | Bayesian parameter estimation in image reconstruction from subsampled blurred observations. | Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos |
| 2002 | ICPR | A General Multichannel Image Restoration Method Using Compound Models. | Rafael Molina, Javier Mateos, Aggelos K. Katsaggelos, Miguel Vega |