An Android App for detecting damage on tobacco (Nicotiana tabacum L.) leaves caused by blue mold (Penospora tabacina Adam)

被引：0

作者：

Valdez-Morones, Topacio ^{[1
]}

Perez-Espinosa, Humberto ^{[1
]}

Avila-George, Himer ^{[2
]}

Oblitas, Jimy ^{[3
]}

Castro, Wilson ^{[4
]}

机构：

[1] Ctr Invest Cient & Educ Super Ensenada, Unidad Transferencia Tecnol Tepic, Tepic, Nayarit, Mexico

[2] Univ Guadalajara, Ctr Univ Valles, Ameca, Jalisco, Mexico

[3] Ctr Invest & Innovac Agroind Peruana, Amazonas, Peru

[4] Univ Privada Norte, Escuela Ingn Ind, Cajamarca, Peru

来源：

2018 7TH INTERNATIONAL CONFERENCE ON SOFTWARE PROCESS IMPROVEMENT (CIMPS): APPLICATIONS IN SOFTWARE ENGINEERING | 2018年

关键词：

Android App; Image processing; Artificial Neural Networks; Tobacco;

D O I：

暂无

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

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.

引用

页码：125 / 129

页数：5

共 11 条

[1] Using Artificial Neural Networks for Detecting Damage on Tobacco Leaves Caused by Blue Mold
Avila-George, Himer
Valdez-Morones, Topacio
Perez-Espinosa, Humberto
Acevedo-Juarez, Brenda
Castro, Wilson
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2018, 9 (08) : 579 - 583
[2] Photosynthesis in leaves of Nicotiana tabacum L. infected with tobacco mosaic virus
Wilhelmová, N
Procházkova, D
Sindelárová, M
Sindelár, L
PHOTOSYNTHETICA, 2005, 43 (04) : 597 - 602
[3] Supplemental boron stimulates ammonium assimilation in leaves of tobacco plants (Nicotiana tabacum L.)
L.R. López-Lefebre
J.M. Ruiz
R.M. Rivero
P.C. García
E. Sánchez
L. Romero
Plant Growth Regulation, 2002, 36 : 231 - 236
[4] Supplemental boron stimulates ammonium assimilation in leaves of tobacco plants (Nicotiana tabacum L.)
López-Lefebre, LR
Ruiz, JM
Rivero, RM
García, PC
Sánchez, E
Romero, L
PLANT GROWTH REGULATION, 2002, 36 (03) : 231 - 236
[5] Arsenic concentration in tobacco leaves:: A study on three commercially important tobacco (Nicotiana tabacum L.) types
Lugon-Moulin, Nicolas
Martin, Florian
Krauss, Marc R.
Ramey, Patrice B.
Rossi, Luca
WATER AIR AND SOIL POLLUTION, 2008, 192 (1-4) : 315 - 319
[6] Arsenic Concentration in Tobacco Leaves: A Study on Three Commercially Important Tobacco (Nicotiana tabacum L.) Types
Nicolas Lugon-Moulin
Florian Martin
Marc R. Krauss
Patrice B. Ramey
Luca Rossi
Water, Air, and Soil Pollution, 2008, 192 : 315 - 319
[7] Effects of organic fertilizer applications on starch changes in tobacco (Nicotiana tabacum L.) leaves during maturation
Song, Zhaopeng
Wang, Jianan
Sun, Mou
Wu, Jingcao
Gong, Changrong
Liu, Guoshun
SOIL SCIENCE AND PLANT NUTRITION, 2016, 62 (02) : 173 - 179
[8] Two new cysteine proteinases with specific expression patterns in mature and senescent tobacco (Nicotiana tabacum L.) leaves
Beyene, G
Foyer, CH
Kunert, KJ
JOURNAL OF EXPERIMENTAL BOTANY, 2006, 57 (06) : 1431 - 1443
[9] The Upregulation of NtAN2 Expression at Low Temperature is Required for Anthocyanin Accumulation in Juvenile Leaves of Lc-transgenic Tobacco (Nicotiana tabacum L.)
Huang, Zong-An
Zhao, Ting
Fan, Hua-Jie
Wang, Ning
Zheng, Shu-Song
Ling, Hong-Qing
JOURNAL OF GENETICS AND GENOMICS, 2012, 39 (03) : 149 - 156
[10] The Upregulation of NtAN2 Expression at Low Temperature is Required for Anthocyanin Accumulation in Juvenile Leaves of Lc-transgenic Tobacco(Nicotiana tabacum L.)
Zong-An Huang a
Journal of Genetics and Genomics, 2012, (03) : 149 - 156

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