A way to interconnect the multispectral images for improved vision systems by using the methods of diffusive morphology
- Autores: Vizilter Y.1, Vygolov O.1, Zheltov S.1, Rubis A.1
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Afiliações:
- State Research Institute of Aviation Systems
- Edição: Volume 55, Nº 4 (2016)
- Páginas: 598-608
- Seção: Pattern Recognition and Image Processing
- URL: https://journals.rcsi.science/1064-2307/article/view/219688
- DOI: https://doi.org/10.1134/S1064230716040122
- ID: 219688
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Resumo
A new way to interconnect multispectral images by using the methods of diffusive morphology are presented for implementing improved vision systems in aviation. In contrast to the traditional morphological methods, in the presented approach, it is not necessary to segment in advance the image for describing its shape and it ensures strong resistance against noise and distortions. Procedures for two- and three-channel image interconnection are developed based on diffusive morphological filtration. How to use them by using the image pyramid is also presented. A promising prototype of an improved vision system is described. The interconnecting algorithms are processed experimentally by using the multispectral data collected during an aviation experiment by using the described prototype.
Sobre autores
Yu. Vizilter
State Research Institute of Aviation Systems
Email: o.vygolov@gosniias.ru
Rússia, ul. Viktorenko 7, Moscow, 125319
O. Vygolov
State Research Institute of Aviation Systems
Autor responsável pela correspondência
Email: o.vygolov@gosniias.ru
Rússia, ul. Viktorenko 7, Moscow, 125319
S. Zheltov
State Research Institute of Aviation Systems
Email: o.vygolov@gosniias.ru
Rússia, ul. Viktorenko 7, Moscow, 125319
A. Rubis
State Research Institute of Aviation Systems
Email: o.vygolov@gosniias.ru
Rússia, ul. Viktorenko 7, Moscow, 125319