Email this article Analysis of images of a plant obtained from a camera of an automated care system to visually assess the change in its state over time
- Authors: Smirnov A.V.1, Ivanov E.S.1
-
Affiliations:
- Ailamazyan Program Systems Institute of RAS
- Issue: Vol 14, No 3 (2023)
- Pages: 37-58
- Section: Articles
- URL: https://journals.rcsi.science/2079-3316/article/view/259982
- DOI: https://doi.org/10.25209/2079-3316-2023-14-3-37-58
- ID: 259982
Cite item
Full Text
Abstract
A method is proposed for analyzing plant images obtained from a single camera to determine the crown of a plant and detect its individual color shades. The possibility of visual assessment of the state of plants is considered. A description is given of the experimental installation for automated plant care, with the help of which the analyzed data were collected.
About the authors
Alexandr Vladimirovich Smirnov
Ailamazyan Program Systems Institute of RAS
Author for correspondence.
Email: asmirnov_1991@mail.ru
ORCID iD: 0000-0002-7104-1462
Egor Sergeevich Ivanov
Ailamazyan Program Systems Institute of RAS
Email: egor.s.ivanov@gmail.com
ORCID iD: 0000-0002-5593-4404
References
- S.D. Gupta, Y. Ibaraki. “Image analysis for plants: Basic procedures and techniques”, Plant Image Analysis: Fundamentals and Applications, CRC Press, Boca Raton, 2014, ISBN 9780429072345.
- А.Г. Зотин, Е.Ю. Золотарева. «Application of multispectral segmentation for the green vegetation status analysis based on video», Программные продукты и системы, 2011, №4 (in Russian).
- М.Я. Брагинский, Д.В. Тараканов. «Estimation of plants health using convolutional neural networks», Вестник кибернетики, 2021 10.34822/1999-7604-2021-1-41-50, №1(41), с. 41–50 (in Russian).
- J. Huixian. “The analysis of plants image recognition based on deep learning and artificial neural network”, IEEE Access, 8 (2020), pp. 68828–68841.
- F. Vasseur, J. Bresson, G. Wang, R. Schwab, D. Weigel. “Image-based methods for phenotyping growth dynamics and fitness components in ”, Plant Methods, 14 (2018), 63, 11 pp.
- N. Otsu. “A threshold selection method from gray-level histograms”, IEEE Transactions on Systems, Man, and Cybernetics, 9:1 (1979), pp. 62–66.
- P. Jaccard. “Distribution de la flore alpine dans le Bassin des Dranses et dans quelques regions voisines”, Bull. Soc. Vaudoise Sci. Nat., 37:140 (1901), pp. 241–272.
Supplementary files
