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Article information
2004 , Volume 9, Special issue, p.125-132
Pestunov I.A., Sinyavskiy Y.N.
Nonparametric algorithm of clusterization of multispectral aerospace data, based on the mean shift procedure
A fast nonparametric algorithm of automatic classification for multispectral aerospace images segmentation is suggested. The algorithm is based on a formation of cell-like data structure in a space of spectral features which is used in the iterative mean shift procedure for searching of local modes of the density function. The algorithm has been tested on real aerospace data, the results are provided.
Author(s):
Pestunov Igor Alekseevich
PhD. , Associate Professor
Position: Leading research officer
Office: Federal Research Center for Information and Computational Technologies
Address: 630090, Russia, Novosibirsk, Ac. Lavrentiev ave., 6
Phone Office: (383) 334-91-55
E-mail: pestunov@ict.nsc.ru
SPIN-code: 9159-3765Sinyavskiy Yuriy Nikolaevich
Position: Research Scientist
Office: Institute of Computational Technologies SB RAS
Address: 630090, Russia, Novosibirsk, Ac. Lavrentiev ave., 6
E-mail: yorikmail@gmail.com
Bibliography link:
Pestunov I.A., Sinyavskiy Y.N. Nonparametric algorithm of clusterization of multispectral aerospace data, based on the mean shift procedure // Computational technologies. 2004. V. 9. Special issue. P. 125-132
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