Publications

Found 23 results
Author Title Type [ Year(Asc)]
Filters: Author is Vega  [Clear All Filters]
2011
Vega M, Mateos J, Molina R, Katsaggelos AK.  2011.  Astronomical Image Restoration Using Variational Methods and Model Combination. Statistical Methodology. miguel_paper_nc.pdf (1.13 MB)
Vega M, Mateos J, Molina R, Katsaggelos AK.  2011.  Bayesian TV Denoising of SAR images. IEEE International Conference on Image Processing. vega_0.pdf (1.31 MB)
Vera E, Vega M, Molina R, Katsaggelos AK.  2011.  A novel iterative image restoration algorithm using nonstationary image priors. IEEE International Conference on Image Processing ICIP 2011. vera.pdf (394.29 KB)
Amro I, Mateos J, Vega M, Molina R, Katsaggelos AK.  2011.  A survey of classical methods and new trends in pansharpening of multispectral images. IEEE Journal of Selected Topics in Signal Processing. 2011, Number 1 (2011), 79, DOI: 10.1186/1687-6180-2011-79 survey.pdf (963.61 KB)
2009
Vega M, Molina R, Katsaggelos AK.  2009.  L1 Prior Majorization in Bayesian Image Restoration. 16th Int. Conf. on Signal Processing. getPDF.pdf (197.7 KB)
Vega M, Mateos J, Molina R, Katsaggelos AK.  2009.  Super-Resolution of Multispectral Images. The Computer Journal. 52:153-167.
2008
Molina R, Vega M, Mateos J, Katsaggelos AK.  2008.  Variational Posterior Distribution Approximation in Bayesian Super Resolution Reconstruction of Multispectral Images. Applied and Computational Harmonic Analysis, special issue on Mathematical Imaging. 24:251-267. m_v_m_k.pdf (1021.07 KB)
2003
Mateos J, Vega M, Molina R, Katsaggelos AK.  2003.  Bayesian Image Estimation from an Incomplete Set of Blurred, Undersampled Low Resolution Images. 1st Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA2003). 2652:445-452. fulltext.pdf (215.84 KB)
Molina R, Katsaggelos AK, Vega M.  2003.  Bayesian Multichannel Image Restoration Using Compound Gauss-Markov Random Fields. IEEE Trans. Image Processing. 12:1655-1667. 99.pdf (936.22 KB)
Vega M, Mateos J, Molina R, Katsaggelos AK.  2003.  Bayesian Parameter Estimation in Image Reconstruction from Subsampled Blurred Observations. Proceedings of IEEE International Conference on Image Processing. 263.pdf (325.4 KB)
Molina R, Vega M, Abad J, Katsaggelos AK.  2003.  Parameter Estimation in Bayesian High-Resolution Image Reconstruction with Multisensors. IEEE Trans. Image Processing. 12:1642-1654. IPTrans98.pdf (1.41 MB)
Abad J, Vega M, Molina R, Katsaggelos AK.  2003.  Parameter Estimation in Super-resolution Image Reconstruction Problems. ICASSP. III:709-712. 01199573A.pdf (626.34 KB)