Simulation of Elman Neural network Extension Strategy Generator to Pattern Deformation Error in Flexibility Material Treating Field

Author

Zhang, Zhijun ; Tang, Luxin ; Yao, Huan ; Liu, Hui

Author_Institution

Fac. of Inf. Eng., Guangdong Univ. of Technol., Guangzhou

fYear

2008

fDate

21-22 Dec. 2008

Firstpage

50

Lastpage

53

Abstract

After analyzing flexibility material processing (such as quilting processing) influencing factor of pattern deformation, the edges of the original image and the deformation image are extracted. Then they are changed into coordinate. On top of it, the data are put into the Elman neural networks to train which has been built and the original image is used to as the teacher signal to tutoring. At last, the matter extenics model is built qua the database´s data of the extension decision strategy generator by analysis the simulation result.

Keywords

feature extraction; neural nets; pattern recognition; Elman neural network extension strategy; extension decision strategy; flexibility material treating field; image deformation; pattern deformation error; Analytical models; Computer errors; Data mining; Deformable models; Image analysis; Image databases; Intelligent networks; Materials processing; Neural networks; Pattern analysis; Elman Neural network; Extension decision strategy generator; Flexibility material; Pattern deformation error;

fLanguage

English

Publisher

ieee

Conference_Titel

Knowledge Acquisition and Modeling Workshop, 2008. KAM Workshop 2008. IEEE International Symposium on

Conference_Location

Wuhan

Print_ISBN

978-1-4244-3530-2

Electronic_ISBN

978-1-4244-3531-9

Type

conf

DOI

10.1109/KAMW.2008.4810422

Filename

4810422