Title :
A Stitch Partition Algorithm Based on BP Neural Network
Author :
Wu, Dongqing ; Yang, Fengjian ; Hu, Xiaojian ; Zhang, Chaolong ; Yang, Jianfu
Author_Institution :
Comput. Sci. Dept., Zhongkai Univ. of Agric. & Eng., Guangzhou, China
fDate :
Nov. 30 2009-Dec. 1 2009
Abstract :
Stitch partition is a prominent problem of embroidery information restoring. This paper concerns several relative algorithms and presents their applicability and limitation. Combined the characteristics of stitch with BP neural network, a stitch partition algorithm is provided. An experiment is given in the end. The algorithm has been applied to an embroidery CAD system which has gotten reputation among end users.
Keywords :
CAD; backpropagation; image processing; neural nets; BP neural network; embroidery CAD system; embroidery information restoring; stitch partition algorithm; Chaos; Character recognition; Computer networks; Design automation; Image processing; Image restoration; Knowledge acquisition; Neural networks; Partitioning algorithms; Tin; BP neural network embroidery; Pattern recognition; algorithm; image processing;
Conference_Titel :
Knowledge Acquisition and Modeling, 2009. KAM '09. Second International Symposium on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3888-4
DOI :
10.1109/KAM.2009.44
