International Journal of Electrical and Computer Engineering
Vol 13, No 4: August 2023

Application of informative textural Law’s masks methods for processing space images

Moldir Yessenova (L. N. Gumilyov Eurasian National University)
Gulzira Abdikerimova (L. N. Gumilyov Eurasian National University)
Gulden Murzabekova (S. Seifullin Кazakh Agrotechnical University)
Kakabayev Nurbol (Sh. Ualikhanov Kokshetau University)
Natalya Glazyrina (L. N. Gumilyov Eurasian National University)
Saltanat Adikanova (Sarsen Amanzholov East Kazakhstan University)
Nurgul Uzakkyzy (L. N. Gumilyov Eurasian National University)
Zhanna B. Sadirmekova (M. H. Dulaty Taraz Regional University)
Rozamgul Niyazova (L. N. Gumilyov Eurasian National University)



Article Info

Publish Date
01 Aug 2023

Abstract

Image processing systems are currently used to solve many applied problems. The article is devoted to the identification of negative factors affecting the growth of grain in different periods of harvesting, using a program implemented in the MATLAB software environment, based on aerial photographs. The program is based on the Law’s textural mask method and successive clustering. This paper presents the algorithm of the program and shows the results of image processing by highlighting the uniformity of the image. To solve the problem, the spectral luminance coefficient (SBC), normalized difference vegetation index (NDVI), Law’s textural mask method, and clustering are used. This approach is general and has great potential for identifying objects and territories with different boundary properties on controlled aerial photographs using groups of images of the same surface taken at different vegetation periods. That is, the applicability of sets of Laws texture masks with original image enhancement for the analysis of experimental data on the identification of pest outbreaks is being investigated.

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Journal Info

Abbrev

IJECE

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

International Journal of Electrical and Computer Engineering (IJECE, ISSN: 2088-8708, a SCOPUS indexed Journal, SNIP: 1.001; SJR: 0.296; CiteScore: 0.99; SJR & CiteScore Q2 on both of the Electrical & Electronics Engineering, and Computer Science) is the official publication of the Institute of ...