SISTEMA DE ADQUISICIÓN DE IMÁGENES MULTIESPECTRALES DE RAÍZ Y HOJA DE LECHUGA AEROPÓNICA EN INVERNADERO (AEROPONIC LETTUCE ROOT AND LEAF MULTISPECTRAL IMAGING SYSTEM IN GREENHOUSE)
Resumen
La finalidad de este trabajo es diseñar y construir un sistema de adquisición para capturar imágenes en el visible, en infrarrojo cercano e imágenes térmicas capaz monitorear la hoja y la raíz de lechugas aeropónicas. Se presenta un prototipo final diseñado para funcionar dentro de un invernadero tomando en cuenta las variables ambientales que podrían ser perjudiciales para el sistema como son: temperatura, humedad e iluminación. Además, se agregó una fuente de iluminación interna para mejorar el contraste en las imágenes capturadas en el infrarrojo cercano. Los resultados obtenidos muestran que las imágenes capturadas tienen la calidad adecuada para en un futuro poder obtener las características de crecimiento de la planta de lechuga.
Palabras clave: Aeroponía, Campo de visión, Infrarrojo, raíz, hoja.
Abstract
The purpose of this work is to design and build an acquisition system to capture images in the visible, near infrared and thermal images capable of monitoring the leaf and root of aeroponic lettuces. A final prototype designed to function inside a greenhouse is presented taking into account the environmental variables that could be detrimental to the system, such as: temperature, humidity and lighting. In addition, an internal light source was added to improve contrast in images captured in the near infrared. The results obtained show that the captured images have the adequate quality to be able to obtain the growth characteristics of the lettuce plant in the future.
Keywords: Aeroponics, Field of View, Infrared, Root, Leaf.
Texto completo:
195-202 PDFReferencias
Q. Li, X. Li, B. Tang, and M. Gu, “Growth responses and root characteristics of lettuce grown in Aeroponics, Hydroponics, and Substrate Culture,” Horticulturae, vol. 4, no. 4, Dec. 2018, doi: 10.3390/horticulturae4040035.
J. Behmann, J. Steinrücken, and L. Plümer, “Detection of early plant stress responses in hyperspectral images,” ISPRS Journal of Photogrammetry and Remote Sensing, vol. 93, pp. 98–111, 2014, doi: 10.1016/j.isprsjprs.2014.03.016.
H. Kalkan, P. Beriat, Y. Yardimci, and T. C. Pearson, “Detection of contaminated hazelnuts and ground red chili pepper flakes by multispectral imaging,” Computers and Electronics in Agriculture, vol. 77, no. 1, pp. 28–34, Jun. 2011, doi: 10.1016/j.compag.2011.03.005.
Mahendran R, “Application of Computer Vision Technique on Sorting and Grading of Fruits and Vegetables,” 2012, doi: 10.4172/2157-7110.S1-001.
C. C. Yang et al., “Development of multispectral imaging algorithm for detection of frass on mature red tomatoes,” Postharvest Biology and Technology, vol. 93, pp. 1–8, Jul. 2014, doi: 10.1016/j.postharvbio.2014.01.022.
Z. Xiaobo et al., “Independent component analysis in information extraction from visible/near-infrared hyperspectral imaging data of cucumber leaves,” Chemometrics and Intelligent Laboratory Systems, vol. 104, no. 2, pp. 265–270, Dec. 2010, doi: 10.1016/j.chemolab.2010.08.019.
M. Urrestarazu, “Infrared thermography used to diagnose the effects of salinity in a soilless culture,” Quantitative InfraRed Thermography Journal, vol. 10, no. 1, pp. 1–8, Jun. 2013, doi: 10.1080/17686733.2013.763471.
D. Rong, H. Wang, Y. Ying, Z. Zhang, and Y. Zhang, “Peach variety detection using VIS-NIR spectroscopy and deep learning,” Computers and Electronics in Agriculture, vol. 175, Aug. 2020, doi: 10.1016/j.compag.2020.105553.
M. Jesús Villaseñor Aguilar and J. Alfredo Padilla-Medina, “SISTEMA DE ILUMINACIÓN Y AISLAMIENTO PARA ADQUISICIÓN IMÁGENES DE CONTROL DE CALIDAD DEL JITOMATE LIGHTING AND INSULATION SYSTEM FOR ACQUISITION QUALITY CONTROL IMAGES OF THE TOMAT... Sheet metal forming measurement using computer vision techniques View project.” [Online]. Available: https://www.researchgate.net/publication/338527708
URL de la licencia: https://creativecommons.org/licenses/by/3.0/deed.es
Pistas Educativas está bajo la Licencia Creative Commons Atribución 3.0 No portada.
TECNOLÓGICO NACIONAL DE MÉXICO / INSTITUTO TECNOLÓGICO DE CELAYA
Antonio García Cubas Pte #600 esq. Av. Tecnológico, Celaya, Gto. México
Tel. 461 61 17575 Ext 5450 y 5146
pistaseducativas@itcelaya.edu.mx