CLASSIFICATION AND FEATURE-EXTRACTION OF AVIRIS DATA

Authors
BENEDIKTSSON JA SVEINSSON JR ARNASON K
Citation
Ja. Benediktsson et al., CLASSIFICATION AND FEATURE-EXTRACTION OF AVIRIS DATA, IEEE transactions on geoscience and remote sensing, 33(5), 1995, pp. 1194-1205
Citations number
20
Categorie Soggetti
Engineering, Eletrical & Electronic","Geosciences, Interdisciplinary","Remote Sensing
Journal title
IEEE transactions on geoscience and remote sensing → ACNP
ISSN journal
01962892
Volume
33
Issue
5
Year of publication
1995
Pages
1194 - 1205
Database
ISI
SICI code
0196-2892(1995)33:5<1194:CAFOAD>2.0.ZU;2-0
Abstract
Processing of Airborne Visible-Infrared Imaging Spectrometer (AVIRIS) data is discussed both in terms of feature extraction and classificati on. The recently proposed decision boundary feature extraction method is reviewed and then applied in experiments. Results of classification s for AVIRIS data from Iceland 1991 are given with emphasis on geologi cal applications. The classifiers used include neural network methods and statistical approaches. The decision boundary feature extraction m ethod shows excellent performance for these data.