Show simple item record

Пятаев, А. С.
Редькин, А. Ю.
Пятаева, А. В.
2020-01-20T08:04:48Z
2020-01-20T08:04:48Z
2019-07
Пятаев, А. С. Tree State Category Identification for Boreal Area Conifers Using Global Features Estimation by Fuzzy Logic Approach [Текст] / А. С. Пятаев, А. Ю. Редькин, А. В. Пятаева // CEUR Workshop Proceedings: Information Technology and Nanotechnology 2019. Image Processing and Earth Remote Sensing. — 2019. — Т. 2391. — С. 211-215
http://ceur-ws.org/Vol-2391/paper29.pdf
https://elib.sfu-kras.ru/handle/2311/129855
Tree state category identification allows forecasting forest development in the surveyed area. Tree state category determination process based on global features is subjective and uses concepts such as the degree of density of the crown, the degree of drying of branches, the fall of the bark, the color of the needles, etc. For global features estimation, fuzzy logic is used. To formalize these subjective concepts, linguistic variables and their terms were extracted. The characteristic functions describing the terms were piecewise linear and in this work were approximated by Gaussian functions. Such an approach in conjunction with image processing algorithms that allows to search objects on images or correct images obtained for example from unmanned aerial vehicles could be the basis of a system for automatically determining the forest plantations health state and improve the inspection quality. The study was conducted for coniferous species of the boreal zone. The mathematical model built in this work allows reducing the cost of automation of calculations related to the processing of the data obtained by forest pathological surveys, despite the fact that the accuracy value of fuzzy classification after the approximation of the membership functions remained at the same level.
Tree State Category Identification for Boreal Area Conifers Using Global Features Estimation by Fuzzy Logic Approach
Journal Article
Journal Article Postprint
211-215
20.01
2020-01-20T08:04:48Z
Институт космических и информационных технологий
Кафедра систем искусственного интеллекта
CEUR Workshop Proceedings
без квартиля


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record


DSpace software copyright © 2002-2015  DuraSpace
Theme by 
@mire NV