Automated Identification of Tomato Maturation Using Multilayer Feedforward Neural Network With Genetic Algorithms(GA)

Zhang Changli; Fang Junlong; Pan Wei

Zhang Changli, Fang Junlong, Pan Wei. Automated Identification of Tomato Maturation Using Multilayer Feedforward Neural Network With Genetic Algorithms(GA)[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2001, 17(3): 153-156.

Citation:

Zhang Changli, Fang Junlong, Pan Wei. Automated Identification of Tomato Maturation Using Multilayer Feedforward Neural Network With Genetic Algorithms(GA)[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2001, 17(3): 153-156.

Citation:

Zhang Changli, Fang Junlong, Pan Wei. Automated Identification of Tomato Maturation Using Multilayer Feedforward Neural Network With Genetic Algorithms(GA)[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2001, 17(3): 153-156.

Automated Identification of Tomato Maturation Using Multilayer Feedforward Neural Network With Genetic Algorithms(GA)

Graphical Abstract

Abstract

Abstract

Computer vision system was set up for tomato images. By using this system the RGB values of tomato hues were converted into HIS values. Automated identification of tomato maturation using multilayer feedforward neural network with GA can be realized. The results of experiment showed that the accuracy is 94%.

FullText(HTML)

References (0)

Automated Identification of Tomato Maturation Using Multilayer Feedforward Neural Network With Genetic Algorithms(GA)

Abstract

Catalog

Export File

Citation

Format

Content