Title :
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
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;
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
DOI :
10.1109/KAMW.2008.4810422
