Aplicación móvil para la detección de daños en hojas de tabaco (Nicotiana tabacum L.) por moho azul (Penospora tabacina Adam)

Topacio Valdez-Morones; Humberto Pérez-Espinosa; Himer Avila-George; Jimy Oblitas; Wilson Castro

doi:10.1109/CIMPS.2018.8625628

Aplicación móvil para la detección de daños en hojas de tabaco (Nicotiana tabacum L.) por moho azul (Penospora tabacina Adam)

Translated title of the contribution: An Android App for detecting damage on tobacco (Nicotiana tabacum L.) leaves caused by blue mold (Penospora tabacina Adam)

Topacio Valdez-Morones, Humberto Pérez-Espinosa, Himer Avila-George, Jimy Oblitas, Wilson Castro

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Scopus citations

Abstract

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.

Translated title of the contribution	An Android App for detecting damage on tobacco (Nicotiana tabacum L.) leaves caused by blue mold (Penospora tabacina Adam)
Original language	Portuguese
Title of host publication	Applications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018
Editors	Adriana Pena Perez-Negron, Mirna A. Munoz Mata, Jezreel Mejia Miranda, Giner Alor-Hernandez, Alma Yadira Quinonez Carrillo
Pages	125-129
Number of pages	5
ISBN (Electronic)	9781728101583
DOIs	https://doi.org/10.1109/CIMPS.2018.8625628
State	Published - 24 Jan 2019
Externally published	Yes
Event	Applications in Software Engineering - 7th International Conference on Software Process Improvement, CIMPS 2018 - Guadalajara, Jalisco, Mexico Duration: 17 Oct 2018 → 19 Oct 2018

Publication series

Name	Applications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018

Conference

Conference	Applications in Software Engineering - 7th International Conference on Software Process Improvement, CIMPS 2018
Country/Territory	Mexico
City	Guadalajara, Jalisco
Period	17/10/18 → 19/10/18

Keywords

Android App
Artificial Neural Networks
Image processing
Tobacco

Access to Document

10.1109/CIMPS.2018.8625628

Cite this

Valdez-Morones, T., Pérez-Espinosa, H., Avila-George, H., Oblitas, J., & Castro, W. (2019). Aplicación móvil para la detección de daños en hojas de tabaco (Nicotiana tabacum L.) por moho azul (Penospora tabacina Adam). In A. P. Perez-Negron, M. A. Munoz Mata, J. M. Miranda, G. Alor-Hernandez, & A. Y. Q. Carrillo (Eds.), Applications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018 (pp. 125-129). Article 8625628 (Applications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018). https://doi.org/10.1109/CIMPS.2018.8625628

Valdez-Morones, Topacio ; Pérez-Espinosa, Humberto ; Avila-George, Himer et al. / Aplicación móvil para la detección de daños en hojas de tabaco (Nicotiana tabacum L.) por moho azul (Penospora tabacina Adam). Applications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018. editor / Adriana Pena Perez-Negron ; Mirna A. Munoz Mata ; Jezreel Mejia Miranda ; Giner Alor-Hernandez ; Alma Yadira Quinonez Carrillo. 2019. pp. 125-129 (Applications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018).

@inproceedings{88cd52ab4bf8460f9c776d2324a8adea,

title = "Aplicaci{\'o}n m{\'o}vil para la detecci{\'o}n de da{\~n}os en hojas de tabaco (Nicotiana tabacum L.) por moho azul (Penospora tabacina Adam)",

abstract = "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.",

keywords = "Android App, Artificial Neural Networks, Image processing, Tobacco",

author = "Topacio Valdez-Morones and Humberto P{\'e}rez-Espinosa and Himer Avila-George and Jimy Oblitas and Wilson Castro",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; Applications in Software Engineering - 7th International Conference on Software Process Improvement, CIMPS 2018 ; Conference date: 17-10-2018 Through 19-10-2018",

year = "2019",

month = jan,

day = "24",

doi = "10.1109/CIMPS.2018.8625628",

language = "Portugu{\'e}s",

series = "Applications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018",

pages = "125--129",

editor = "Perez-Negron, {Adriana Pena} and {Munoz Mata}, {Mirna A.} and Miranda, {Jezreel Mejia} and Giner Alor-Hernandez and Carrillo, {Alma Yadira Quinonez}",

booktitle = "Applications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018",

}

Valdez-Morones, T, Pérez-Espinosa, H, Avila-George, H, Oblitas, J & Castro, W 2019, Aplicación móvil para la detección de daños en hojas de tabaco (Nicotiana tabacum L.) por moho azul (Penospora tabacina Adam). in AP Perez-Negron, MA Munoz Mata, JM Miranda, G Alor-Hernandez & AYQ Carrillo (eds), Applications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018., 8625628, Applications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018, pp. 125-129, Applications in Software Engineering - 7th International Conference on Software Process Improvement, CIMPS 2018, Guadalajara, Jalisco, Mexico, 17/10/18. https://doi.org/10.1109/CIMPS.2018.8625628

Aplicación móvil para la detección de daños en hojas de tabaco (Nicotiana tabacum L.) por moho azul (Penospora tabacina Adam). / Valdez-Morones, Topacio; Pérez-Espinosa, Humberto; Avila-George, Himer et al.
Applications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018. ed. / Adriana Pena Perez-Negron; Mirna A. Munoz Mata; Jezreel Mejia Miranda; Giner Alor-Hernandez; Alma Yadira Quinonez Carrillo. 2019. p. 125-129 8625628 (Applications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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

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 - http://www.scopus.com/inward/record.url?scp=85062620537&partnerID=8YFLogxK

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

T2 - Applications in Software Engineering - 7th International Conference on Software Process Improvement, CIMPS 2018

Y2 - 17 October 2018 through 19 October 2018

ER -

Valdez-Morones T, Pérez-Espinosa H, Avila-George H, Oblitas J, Castro W. Aplicación móvil para la detección de daños en hojas de tabaco (Nicotiana tabacum L.) por moho azul (Penospora tabacina Adam). In Perez-Negron AP, Munoz Mata MA, Miranda JM, Alor-Hernandez G, Carrillo AYQ, editors, Applications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018. 2019. p. 125-129. 8625628. (Applications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018). doi: 10.1109/CIMPS.2018.8625628

Aplicación móvil para la detección de daños en hojas de tabaco (Nicotiana tabacum L.) por moho azul (Penospora tabacina Adam)

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this