Alberto Villa

According to our database1, Alberto Villa authored at least 25 papers between 2008 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2018
Monitoring the human posture in industrial environment: A feasibility study.
Proceedings of the 2018 IEEE Sensors Applications Symposium, 2018

2015
Calibration of SAR Polarimetric Images by Means of a Covariance Matching Approach.
IEEE Trans. Geosci. Remote. Sens., 2015

2014
DERri Common Reference Model for Distributed Energy Resources - modeling scheme, reference implementations and validation of results.
Elektrotech. Informationstechnik, 2014

2013
Unsupervised methods for the classification of hyperspectral images with low spatial resolution.
Pattern Recognit., 2013

Parsimonious Mahalanobis kernel for the classification of high dimensional data.
Pattern Recognit., 2013

On the calibration of polarimetric SAR data with a numerical method.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
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., 2012

A Quantitative and Comparative Assessment of Unmixing-Based Feature Extraction Techniques for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Antenna model refinement technique from SAR data: A study on the ENVISAT ASAR instrument.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Image fusion and spectral unmixing of hyperspectral images for spatial improvement of classification maps.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Hyperspectral Image Classification With Independent Component Discriminant Analysis.
IEEE Trans. Geosci. Remote. Sens., 2011

Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis.
IEEE Geosci. Remote. Sens. Lett., 2011

Unmixing Prior to Supervised Classification of Remotely Sensed Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2011

Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution.
IEEE J. Sel. Top. Signal Process., 2011

A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

A comparative assessment of several processing chains for hyperspectral image classification: What features to use?
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Unsupervised classification and spectral unmixing for sub-pixel labelling.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Urban area product simulation for the EnMap hyperspectral sensor.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Mahalanobis kernel based on probabilistic principal component.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Independent Component Discriminant Analysis for hyperspectral image classification.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Classification of hyperspectral images by using morphological attribute filters and Independent Component Analysis.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Super-resolution: an efficient method to improve spatial resolution of hyperspectral images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Mahalanobis kernel for the classification of hyperspectral images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
On the Use of ICA for Hyperspectral Image Analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Gradient Optimization for multiple kernel's parameters in support vector machines classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008


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