Abstract

The problem of the objects identification on the base of their hyperspectral features has been considered. It is offered to use the SVM classifiers on the base of the modified PSO algorithm, adapted to specifics of the problem of the objects identification on the base of their hyperspectral features. The results of the objects identification on the base of their hyperspectral features with using of the SVM classifiers have been presented.

Details

Title
SVM Classifiers: The Objects Identification on the Base of Their Hyperspectral Features
Author
Demidova, Liliya; Sokolova, Yulia; Trukhanov, Sergey
Section
Intelligent Systems
Publication year
2017
Publication date
2017
Publisher
EDP Sciences
ISSN
24317578
e-ISSN
22712097
Source type
Conference Paper
Language of publication
English
DOI
https://doi.org/10.1051/itmconf/20171002003
ProQuest document ID
2058863616
Copyright
© 2017. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and conditions, you may use this content in accordance with the terms of the License.