Method and RIKDEDIN software package for interpretation of remote sensing data

Author

Dumin, O.M. ; Katrich, V.A. ; Koltunov, Y.A.

Author_Institution

V.N. Karazin Kharkiv Nat. Univ., Kharkiv, Ukraine

fYear

2013

fDate

23-28 June 2013

Firstpage

346

Lastpage

348

Abstract

The creation of the computer program package RIKDEDIN with the realization of all five preceding items will permit to develop and construct a specialized multi-processor on-board computer, which will automatically decode remote observation data, i.e. recognize objects of environment by remote (satellite, aircraft and ground-based) sensing in real time [1, 2].

Keywords

data visualisation; geophysical image processing; hyperspectral imaging; learning (artificial intelligence); probability; remote sensing; software packages; Fisher information matrix calculation; RIKDEDIN software package; algorithmic learning recognition; classification quality criterion estimation; hyperspectral sensing; initial object feature space dimension compression; interactive analysis; multichannel sensing; multidimensional data; multispectral sensing; probability learning samples; remote sensing data interpretation; structure-statistical method; visualization tools; Computational modeling; Data models; Probability distribution; Remote sensing; Software packages; Technological innovation;

fLanguage

English

Publisher

ieee

Conference_Titel

Physics and Engineering of Microwaves, Millimeter and Submillimeter Waves (MSMW), 2013 International Kharkov Symposium on

Conference_Location

Kharkiv

Print_ISBN

978-1-4799-1066-3

Type

conf

DOI

10.1109/MSMW.2013.6622051

Filename

6622051