Title :
MCBP neural network formation for efficient recognition of tire sorting code by image processing
Author :
Koo, GunSeo ; Oh, HaeSeok
Author_Institution :
Dept. of Comput. Sci., Soong Eui Women´´s Junior Coll., Seoul, South Korea
Abstract :
We implement a tire code recognition system using image processing and neural networks. In order to construct an automatic tire sorting system, a DOT code is extracted into individual characters by image processing and then recognized through a neural network. The aim of this study is to construct the MCBP network which identifies individual characters of the tire code by image processing and to study experimentally the performance and recognition rate
Keywords :
backpropagation; character recognition; feature extraction; image classification; image processing; sorting; DOT code; MCBP neural network formation; automatic tire sorting system; image processing; individual character identification; multichained backpropagation network; recognition rate; tire sorting code recognition; Acoustic reflection; Character recognition; Educational institutions; Image analysis; Image processing; Image recognition; Neural networks; Sorting; Tires; US Department of Transportation;
Conference_Titel :
Circuits and Systems, 1996., IEEE Asia Pacific Conference on
Conference_Location :
Seoul
Print_ISBN :
0-7803-3702-6
DOI :
10.1109/APCAS.1996.569329
