Giona Matasci

According to our database, Giona Matasci authored at least 13 papers between 2009 and 2017.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2017

A space-time data cube: Multi-temporal forest structure maps from landsat and lidar.

Giona Matasci, Txomin Hermosilla, Michael A. Wulder, Joanne C. White, Geordie W. Hobart, Harold S. J. Zald, Nicholas C. Coops

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2015

Semisupervised Transfer Component Analysis for Domain Adaptation in Remote Sensing Image Classification.

Giona Matasci, Michele Volpi, Mikhail F. Kanevski, Lorenzo Bruzzone, Devis Tuia

IEEE Trans. Geosci. Remote. Sens., 2015

2014

Semi-supervised multiview embedding for hyperspectral data classification.

Michele Volpi, Giona Matasci, Mikhail F. Kanevski, Devis Tuia

Neurocomputing, 2014

Hierarchical sparse representation for dictionary-based classification of hyperspectral images.

Diego Marcos Gonzalez, Frank de Morsier, Giona Matasci, Devis Tuia, Jean-Philippe Thiran

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Domain adaptation in remote sensing through cross-image synthesis with dictionaries.

Giona Matasci, Frank de Morsier, Mikhail F. Kanevski, Devis Tuia

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Statistical assessment of dataset shift and model portability in multi-angle in-track image acquisitions.

Giona Matasci, Nathan Longbotham, Fabio Pacifici, Mikhail F. Kanevski, Devis Tuia

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Investigating Feature Extraction for Domain Adaptation in Remote Sensing Image Classification.

Giona Matasci, Lorenzo Bruzzone, Michele Volpi, Devis Tuia, Mikhail F. Kanevski

Proceedings of the ICPRAM 2013, 2013

Multi-view feature extraction for hyperspectral image classification.

Michele Volpi, Giona Matasci, Mikhail F. Kanevski, Devis Tuia

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

2012

SVM-Based Boosting of Active Learning Strategies for Efficient Domain Adaptation.

Giona Matasci, Devis Tuia, Mikhail F. Kanevski

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Enhanced change detection using nonlinear feature extraction.

Michele Volpi, Giona Matasci, Devis Tuia, Mikhail F. Kanevski

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Domain separation for efficient adaptive active learning.

Giona Matasci, Devis Tuia, Mikhail F. Kanevski

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010

Learning Relevant Image Features With Multiple-Kernel Classification.

Devis Tuia, Gustavo Camps-Valls, Giona Matasci, Mikhail F. Kanevski

IEEE Trans. Geosci. Remote. Sens., 2010

2009

Learning the Relevant Image Features with Multiple Kernels.

Devis Tuia, Giona Matasci, Gustavo Camps-Valls, Mikhail F. Kanevski

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009