Alberto Villa

27 papers B 1C 8Misc 1Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Poster Abstract: ST AIoT Craft - A No-Code / Low-Code Cloud Solution for Edge AI Management in Smart Sensors.
SenSys
Mahesh Chowdhary, Swapnil Sayan Saha, Mridupawan Das, Jana Scukova, Miroslav Batek, Lisa Trollo, Davide Sergi, Davide Aliprandi, Alberto Villa, Andrea Palmieri, Mohammed Maher Jouini, Daniele Alfonso, Diego Melpignano
2018 B conf
Monitoring the human posture in industrial environment: A feasibility study.
SAS
Marco Tarabini, Marco Marinoni, Matteo Mascetti, Pietro Marzaroli, Francesco Corti, Hermes Giberti, Alberto Villa, Paolo Mascagni
2015 J jnl
Calibration of SAR Polarimetric Images by Means of a Covariance Matching Approach.
IEEE Trans. Geosci. Remote. Sens.
Alberto Villa, Lorenzo Iannini, Davide Giudici, Andrea Monti-Guarnieri, Stefano Tebaldini
2014 J jnl
DERri Common Reference Model for Distributed Energy Resources - modeling scheme, reference implementations and validation of results.
Elektrotech. Informationstechnik
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
2013 C conf
On the calibration of polarimetric SAR data with a numerical method.
IGARSS
Alberto Villa, Lorenzo Iannini, Davide Giudici, Andrea Monti-Guarnieri, Stefano Tebaldini, Andrea Recchia
2013 J jnl
Parsimonious Mahalanobis kernel for the classification of high dimensional data.
Pattern Recognit.
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson, Alberto Villa
2013 J jnl
Unsupervised methods for the classification of hyperspectral images with low spatial resolution.
Pattern Recognit.
Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Christian Jutten, R. Dambreville
2012 J jnl
A Quantitative and Comparative Assessment of Unmixing-Based Feature Extraction Techniques for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Inmaculada Dopido, Alberto Villa, Antonio Plaza, Paolo Gamba
2012 C conf
Antenna model refinement technique from SAR data: A study on the ENVISAT ASAR instrument.
IGARSS
Alberto Villa, Davide Giudici, Davide D'Aria, Andrea Recchia, Nuno Miranda
2012 C conf
Image fusion and spectral unmixing of hyperspectral images for spatial improvement of classification maps.
IGARSS
Giorgio Licciardi, Alberto Villa, Muhammad Murtaza Khan, Jocelyn Chanussot
2012 J jnl
Parsimonious Mahalanobis Kernel for the Classification of High Dimensional Data
CoRR
Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson
2012 J jnl
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.
Giorgio A. Licciardi, Alberto Villa, Mauro Dalla Mura, Lorenzo Bruzzone, Jocelyn Chanussot, Jón Atli Benediktsson
2011 — conf
A comparative assessment of several processing chains for hyperspectral image classification: What features to use?
WHISPERS
Inmaculada Dopido, Alberto Villa, Antonio J. Plaza, Paolo Gamba
2011 — conf
A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts.
WHISPERS
Alberto Villa, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias
2011 J jnl
Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis.
IEEE Geosci. Remote. Sens. Lett.
Mauro Dalla Mura, Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Lorenzo Bruzzone
2011 J jnl
Hyperspectral Image Classification With Independent Component Discriminant Analysis.
IEEE Trans. Geosci. Remote. Sens.
Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Christian Jutten
2011 C conf
Mahalanobis kernel based on probabilistic principal component.
IGARSS
Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson
2011 J jnl
Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution.
IEEE J. Sel. Top. Signal Process.
Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Christian Jutten
2011 J jnl
Unmixing Prior to Supervised Classification of Remotely Sensed Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Inmaculada Dopido, Maciel Zortea, Alberto Villa, Antonio Plaza, Paolo Gamba
2011 C conf
Unsupervised classification and spectral unmixing for sub-pixel labelling.
IGARSS
Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Christian Jutten
2011 C conf
Urban area product simulation for the EnMap hyperspectral sensor.
IGARSS
Paolo Gamba, Alberto Villa, Antonio Plaza, Jocelyn Chanussot, Jón Atli Benediktsson
2010 — conf
Classification of hyperspectral images by using morphological attribute filters and Independent Component Analysis.
WHISPERS
Mauro Dalla Mura, Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Lorenzo Bruzzone
2010 — conf
Independent Component Discriminant Analysis for hyperspectral image classification.
WHISPERS
Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Christian Jutten
2010 C conf
Mahalanobis kernel for the classification of hyperspectral images.
IGARSS
Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson
2010 C conf
Super-resolution: an efficient method to improve spatial resolution of hyperspectral images.
IGARSS
Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Magnus O. Ulfarsson, Christian Jutten
2009 — conf
On the Use of ICA for Hyperspectral Image Analysis.
IGARSS (4)
Alberto Villa, Jocelyn Chanussot, Christian Jutten, Jón Atli Benediktsson, Saïd Moussaoui
2008 — conf
Gradient Optimization for multiple kernel's parameters in support vector machines classification.
IGARSS (4)
Alberto Villa, Mathieu Fauvel, Jocelyn Chanussot, Paolo Gamba, Jón Atli Benediktsson