DocumentCode :
551628
Title :
Feature extraction of the deformed patterned textile
Author :
Feng, Zhi Guo ; Yiu, Ka Fai Cedric ; Mak, Kai Ling
Author_Institution :
Coll. of Math., Chongqing Normal Univ., Chongqing, China
Volume :
1
fYear :
2011
fDate :
25-28 July 2011
Firstpage :
264
Lastpage :
266
Abstract :
Deformation is very common in textile materials. In this paper, we consider the feature extraction problem in a deformable textile image, where the original shape is required to be recovered. We formulated this problem as a combined optimal control and optimal parameter selection problem, where the dynamical system is governed by of a set of two-dimensional control functions. After parameterization of the control functions, the problem is transformed into a nonlinear optimization problem, where gradient based optimization methods can be applied. Several numerical examples are illustrated to demonstrate the method.
Keywords :
deformation; feature extraction; gradient methods; image processing; optimisation; production engineering computing; textiles; deformable textile image; deformed patterned textile; feature extraction; gradient based optimization method; nonlinear optimization problem; optimal parameter selection problem; textile material; two dimensional control function; Deformable models; Fabrics; Feature extraction; Image coding; Optimal control; Optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Information Processing (ICICIP), 2011 2nd International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4577-0813-8
Type :
conf
DOI :
10.1109/ICICIP.2011.6008245
Filename :
6008245
Link To Document :
بازگشت