Seguir
Alberto Villa
Alberto Villa
Capgemini Engineering
Dirección de correo verificada de capgemini.com
Título
Citado por
Citado por
Año
Classification of hyperspectral images by using extended morphological attribute profiles and independent component analysis
M Dalla Mura, A Villa, JA Benediktsson, J Chanussot, L Bruzzone
IEEE Geoscience and Remote Sensing Letters 8 (3), 542-546, 2010
4812010
Hyperspectral image classification with independent component discriminant analysis
A Villa, JA Benediktsson, J Chanussot, C Jutten
IEEE transactions on Geoscience and remote sensing 49 (12), 4865-4876, 2011
4512011
Spectral unmixing for the classification of hyperspectral images at a finer spatial resolution
A Villa, J Chanussot, JA Benediktsson, C Jutten
IEEE Journal of Selected Topics in Signal Processing 5 (3), 521-533, 2010
2122010
A quantitative and comparative assessment of unmixing-based feature extraction techniques for hyperspectral image classification
I Dópido, A Villa, A Plaza, P Gamba
IEEE Journal of selected topics in applied earth observations and remote …, 2012
1602012
Unsupervised methods for the classification of hyperspectral images with low spatial resolution
A Villa, J Chanussot, JA Benediktsson, C Jutten, R Dambreville
Pattern Recognition 46 (6), 1556-1568, 2013
792013
Unmixing prior to supervised classification of remotely sensed hyperspectral images
I Dópido, M Zortea, A Villa, A Plaza, P Gamba
IEEE Geoscience and Remote Sensing Letters 8 (4), 760-764, 2011
612011
On the use of ICA for hyperspectral image analysis
A Villa, J Chanussot, C Jutten, JA Benediktsson, S Moussaoui
2009 IEEE International Geoscience and Remote Sensing Symposium 4, IV-97-IV-100, 2009
532009
Retrieval of the height of buildings from WorldView-2 multi-angular imagery using attribute filters and geometric invariant moments
GA Licciardi, A Villa, M Dalla Mura, L Bruzzone, J Chanussot, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2012
462012
Calibration of SAR polarimetric images by means of a covariance matching approach
A Villa, L Iannini, D Giudici, A Monti-Guarnieri, S Tebaldini
IEEE Transactions on Geoscience and Remote Sensing 53 (2), 674-686, 2014
412014
Gradient optimization for multiple kernel's parameters in support vector machines classification
A Villa, M Fauvel, J Chanussot, P Gamba, JA Benediktsson
IGARSS 2008-2008 IEEE International Geoscience and Remote Sensing Symposium …, 2008
322008
Super-resolution: an efficient method to improve spatial resolution of hyperspectral images
A Villa, J Chanussot, JA Benediktsson, M Ulfarsson, C Jutten
2010 IEEE International Geoscience and Remote Sensing Symposium, 2003-2006, 2010
312010
Parsimonious Mahalanobis kernel for the classification of high dimensional data
M Fauvel, J Chanussot, JA Benediktsson, A Villa
Pattern Recognition 46 (3), 845-854, 2013
282013
Image fusion and spectral unmixing of hyperspectral images for spatial improvement of classification maps
GA Licciardi, A Villa, MM Khan, J Chanussot
2012 IEEE International Geoscience and Remote Sensing Symposium, 7290-7293, 2012
222012
A comparative assessment of several processing chains for hyperspectral image classification: What features to use?
I Dópido, A Villa, A Plaza, P Gamba
2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2011
172011
A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts
A Villa, J Li, A Plaza, JM Bioucas-Dias
2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2011
142011
Independent component discriminant analysis for hyperspectral image classification
A Villa, JA Benediktsson, J Chanussot, C Jutten
2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2010
132010
Mahalanobis kernel for the classification of hyperspectral images
M Fauvel, A Villa, J Chanussot, JA Benediktsson
2010 IEEE International Geoscience and Remote Sensing Symposium, 3724-3727, 2010
112010
Unsupervised classification and spectral unmixing for sub-pixel labelling
A Villa, J Chanussot, JA Benediktsson, C Jutten
2011 IEEE International Geoscience and Remote Sensing Symposium, 71-74, 2011
82011
Supervised super resolution to improve the resolution of hyperspectral images classification maps
A Villa, J Chanussot, JA Benediktsson, C Jutten
SPIE Remote Sensing Europe, conference proceedings, 2010
72010
Unsupervised clustering and spectral unmixing for feature extraction prior to supervised classification of hyperspectral images
I Dópido, A Villa, A Plaza
Satellite Data Compression, Communications, and Processing VII 8157, 160-167, 2011
62011
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20