TY - GEN
T1 - Aplicación móvil para la detección de daños en hojas de tabaco (Nicotiana tabacum L.) por moho azul (Penospora tabacina Adam)
AU - Valdez-Morones, Topacio
AU - Pérez-Espinosa, Humberto
AU - Avila-George, Himer
AU - Oblitas, Jimy
AU - Castro, Wilson
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2019/1/24
Y1 - 2019/1/24
N2 - In this paper, we present an Android App designed to detect damage in tobacco leaves caused by the fungus of blue mold. This mobile application uses a classifier model which was built using a pattern recognition technique known as Artificial Neural Network. For the training and testing stages, a total of 40 images of tobacco leaves were used. The experimentation carried out shows that the developed model has an accuracy higher than 97% and there is no significant difference with a visual analysis carried out by experts in tobacco crop.
AB - In this paper, we present an Android App designed to detect damage in tobacco leaves caused by the fungus of blue mold. This mobile application uses a classifier model which was built using a pattern recognition technique known as Artificial Neural Network. For the training and testing stages, a total of 40 images of tobacco leaves were used. The experimentation carried out shows that the developed model has an accuracy higher than 97% and there is no significant difference with a visual analysis carried out by experts in tobacco crop.
KW - Android App
KW - Artificial Neural Networks
KW - Image processing
KW - Tobacco
UR - https://www.scopus.com/pages/publications/85062620537
U2 - 10.1109/CIMPS.2018.8625628
DO - 10.1109/CIMPS.2018.8625628
M3 - Contribución a la conferencia
AN - SCOPUS:85062620537
T3 - Applications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018
SP - 125
EP - 129
BT - Applications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018
A2 - Perez-Negron, Adriana Pena
A2 - Munoz Mata, Mirna A.
A2 - Miranda, Jezreel Mejia
A2 - Alor-Hernandez, Giner
A2 - Carrillo, Alma Yadira Quinonez
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - Applications in Software Engineering - 7th International Conference on Software Process Improvement, CIMPS 2018
Y2 - 17 October 2018 through 19 October 2018
ER -