Giona Matasci

Publication Activity (10 Years)

Years Active: 2009-2017
Publications (10 Years): 2

Top Topics

Active Learning Strategies

Image Classification

Domain Adaptation

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Giona Matasci, Txomin Hermosilla, Michael A. Wulder, Joanne C. White, Geordie W. Hobart, Harold S. J. Zald, Nicholas C. Coops
A space-time data cube: Multi-temporal forest structure maps from landsat and lidar. IGARSS (2017)
Giona Matasci, Michele Volpi, Mikhail F. Kanevski, Lorenzo Bruzzone, Devis Tuia
Semisupervised Transfer Component Analysis for Domain Adaptation in Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 53 (7) (2015)
Michele Volpi, Giona Matasci, Mikhail F. Kanevski, Devis Tuia
Semi-supervised multiview embedding for hyperspectral data classification. Neurocomputing 145 (2014)
Diego Marcos Gonzalez, Frank de Morsier, Giona Matasci, Devis Tuia, Jean-Philippe Thiran
Hierarchical sparse representation for dictionary-based classification of hyperspectral images. WHISPERS (2014)
Giona Matasci, Frank de Morsier, Mikhail F. Kanevski, Devis Tuia
Domain adaptation in remote sensing through cross-image synthesis with dictionaries. IGARSS (2014)
Giona Matasci, Lorenzo Bruzzone, Michele Volpi, Devis Tuia, Mikhail F. Kanevski
Investigating Feature Extraction for Domain Adaptation in Remote Sensing Image Classification. ICPRAM (2013)
Giona Matasci, Nathan Longbotham, Fabio Pacifici, Mikhail F. Kanevski, Devis Tuia
Statistical assessment of dataset shift and model portability in multi-angle in-track image acquisitions. IGARSS (2013)
Michele Volpi, Giona Matasci, Mikhail F. Kanevski, Devis Tuia
Multi-view feature extraction for hyperspectral image classification. ESANN (2013)
Giona Matasci, Devis Tuia, Mikhail F. Kanevski
SVM-Based Boosting of Active Learning Strategies for Efficient Domain Adaptation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (5) (2012)
Michele Volpi, Giona Matasci, Devis Tuia, Mikhail F. Kanevski
Enhanced change detection using nonlinear feature extraction. IGARSS (2012)
Giona Matasci, Devis Tuia, Mikhail F. Kanevski
Domain separation for efficient adaptive active learning. IGARSS (2011)
Devis Tuia, Gustavo Camps-Valls, Giona Matasci, Mikhail F. Kanevski
Learning Relevant Image Features With Multiple-Kernel Classification. IEEE Trans. Geosci. Remote. Sens. 48 (10) (2010)
Devis Tuia, Giona Matasci, Gustavo Camps-Valls, Mikhail F. Kanevski
Learning the Relevant Image Features with Multiple Kernels. IGARSS (2) (2009)