![](/images/graphics-bg.png)
An Approach of Beans Plant Development Classification Using Fuzzy Logic
Joint Authors
Pérez-Pinal, F. Javier
Correa, Pedro
Bautista, Pedro
Lopez, Marlene
Villaseñor, Marcos
García, Carlos
Rostro-Gonzalez, H.
Source
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-06-11
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
In this paper, a method to monitor the growth of bean plants from images taken in their vegetative stage is presented.
Through a fuzzy system and the RGB image components, the growth stages of the plant are classified to achieve a powerful tool in the precision agricultural field, which can reduce cost and increase system portability.
This also serves as a reference for the growth of the plant according to its age, vigor, and healthy that could help to create the necessary environmental conditions.
To carry out this research, the development of twenty bean plants was periodically monitored from their germinal to the first trifoliate leaf stage.
Images were obtained with controlled background and lighting; later they were segmented by color to count the pixel’s average for each case.
These data were used to propose six different fuzzy systems to choose the best one within them.
Finally, it was found that the artificial vision system can identify the vegetative stages of germination, emergence, primary leaves, and first trifoliate leaf.
American Psychological Association (APA)
Correa, Pedro& Bautista, Pedro& Lopez, Marlene& Villaseñor, Marcos& García, Carlos& Rostro-Gonzalez, H.…[et al.]. 2019. An Approach of Beans Plant Development Classification Using Fuzzy Logic. Journal of Sensors،Vol. 2019, no. 2019, pp.1-10.
https://search.emarefa.net/detail/BIM-1187631
Modern Language Association (MLA)
Correa, Pedro…[et al.]. An Approach of Beans Plant Development Classification Using Fuzzy Logic. Journal of Sensors No. 2019 (2019), pp.1-10.
https://search.emarefa.net/detail/BIM-1187631
American Medical Association (AMA)
Correa, Pedro& Bautista, Pedro& Lopez, Marlene& Villaseñor, Marcos& García, Carlos& Rostro-Gonzalez, H.…[et al.]. An Approach of Beans Plant Development Classification Using Fuzzy Logic. Journal of Sensors. 2019. Vol. 2019, no. 2019, pp.1-10.
https://search.emarefa.net/detail/BIM-1187631
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1187631