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ORCIDAlberto Villa
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2010 – 2019
- 2018
[c15]Marco Tarabini, Marco Marinoni, Matteo Mascetti, Pietro Marzaroli, Francesco Corti, Hermes Giberti, Alberto Villa, Paolo Mascagni:
Monitoring the human posture in industrial environment: A feasibility study. SAS 2018: 1-6- 2015
- [j10]Alberto Villa, Lorenzo Iannini
, Davide Giudici, Andrea Monti Guarnieri, Stefano Tebaldini:
Calibration of SAR Polarimetric Images by Means of a Covariance Matching Approach. IEEE Trans. Geosci. Remote. Sens. 53(2): 674-686 (2015) - 2014
- [j9]Filip Andren, Felix Lehfuss, Peter Jonke, Thomas I. Strasser, Evangelos Rikos, Panos Kotsampopoulos, Panayiotis Moutis, Federico Belloni, Carlo Sandroni, Carlo Tornelli, Alberto Villa, Anastasia Krusteva, Rad Stanev:
DERri Common Reference Model for Distributed Energy Resources - modeling scheme, reference implementations and validation of results. Elektrotech. Informationstechnik 131(8): 378-385 (2014) - 2013
- [j8]Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson, Alberto Villa:
Parsimonious Mahalanobis kernel for the classification of high dimensional data. Pattern Recognit. 46(3): 845-854 (2013) - [j7]Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Christian Jutten, R. Dambreville:
Unsupervised methods for the classification of hyperspectral images with low spatial resolution. Pattern Recognit. 46(6): 1556-1568 (2013) - [c14]Alberto Villa, Lorenzo Iannini, Davide Giudici, Andrea Monti Guarnieri, Stefano Tebaldini, Andrea Recchia:
On the calibration of polarimetric SAR data with a numerical method. IGARSS 2013: 4511-4514 - 2012
- [j6]Giorgio A. Licciardi, Alberto Villa, Mauro Dalla Mura, Lorenzo Bruzzone, Jocelyn Chanussot, Jón Atli Benediktsson:
Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(1): 71-79 (2012) - [j5]Inmaculada Dopido, Alberto Villa, Antonio Plaza, Paolo Gamba:
A Quantitative and Comparative Assessment of Unmixing-Based Feature Extraction Techniques for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(2): 421-435 (2012) - [c13]Alberto Villa, Davide Giudici, Davide D'Aria, Andrea Recchia, Nuno Miranda:
Antenna model refinement technique from SAR data: A study on the ENVISAT ASAR instrument. IGARSS 2012: 4517-4520 - [c12]Giorgio Licciardi, Alberto Villa, Muhammad Murtaza Khan, Jocelyn Chanussot:
Image fusion and spectral unmixing of hyperspectral images for spatial improvement of classification maps. IGARSS 2012: 7290-7293 - [i1]Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson:
Parsimonious Mahalanobis Kernel for the Classification of High Dimensional Data. CoRR abs/1206.4481 (2012) - 2011
- [j4]Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Christian Jutten:
Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution. IEEE J. Sel. Top. Signal Process. 5(3): 521-533 (2011) - [j3]Mauro Dalla Mura, Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Lorenzo Bruzzone:
Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis. IEEE Geosci. Remote. Sens. Lett. 8(3): 542-546 (2011) - [j2]Inmaculada Dopido, Maciel Zortea, Alberto Villa, Antonio Plaza, Paolo Gamba:
Unmixing Prior to Supervised Classification of Remotely Sensed Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 8(4): 760-764 (2011) - [j1]Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Christian Jutten:
Hyperspectral Image Classification With Independent Component Discriminant Analysis. IEEE Trans. Geosci. Remote. Sens. 49(12): 4865-4876 (2011) - [c11]Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Christian Jutten:
Unsupervised classification and spectral unmixing for sub-pixel labelling. IGARSS 2011: 71-74 - [c10]Paolo Gamba, Alberto Villa, Antonio Plaza, Jocelyn Chanussot, Jón Atli Benediktsson:
Urban area product simulation for the EnMap hyperspectral sensor. IGARSS 2011: 1259-1262 - [c9]Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson:
Mahalanobis kernel based on probabilistic principal component. IGARSS 2011: 3907-3910 - [c8]Inmaculada Dopido, Alberto Villa, Antonio J. Plaza, Paolo Gamba:
A comparative assessment of several processing chains for hyperspectral image classification: What features to use? WHISPERS 2011: 1-4 - [c7]Alberto Villa, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias:
A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts. WHISPERS 2011: 1-4 - 2010
- [c6]Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Magnus O. Ulfarsson, Christian Jutten:
Super-resolution: an efficient method to improve spatial resolution of hyperspectral images. IGARSS 2010: 2003-2006 - [c5]Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson:
Mahalanobis kernel for the classification of hyperspectral images. IGARSS 2010: 3724-3727 - [c4]Mauro Dalla Mura, Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Lorenzo Bruzzone:
Classification of hyperspectral images by using morphological attribute filters and Independent Component Analysis. WHISPERS 2010: 1-4 - [c3]Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Christian Jutten:
Independent Component Discriminant Analysis for hyperspectral image classification. WHISPERS 2010: 1-4
2000 – 2009
- 2009
- [c2]Alberto Villa, Jocelyn Chanussot, Christian Jutten, Jón Atli Benediktsson, Saïd Moussaoui:
On the Use of ICA for Hyperspectral Image Analysis. IGARSS (4) 2009: 97-100 - 2008
- [c1]Alberto Villa, Mathieu Fauvel, Jocelyn Chanussot, Paolo Gamba, Jón Atli Benediktsson:
Gradient Optimization for multiple kernel's parameters in support vector machines classification. IGARSS (4) 2008: 224-227
Coauthor Index
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