The improved genetic algorithms for digital image correlation method

被引:4
作者
唐晨
刘铭
闫海青
张桂敏
陈湛青
机构
[1] Department of Applied Physics
[2] University of Tianjin
[3] Tianjin
[4] Department of Mechanical Engineering and Automation
[5] Harbin Institute of Technology
[6] Harbin
关键词
gene; ERR; The improved genetic algorithms for digital image correlation method; RGA; body; DISC;
D O I
暂无
中图分类号
TP391.4 [模式识别与装置];
学科分类号
0811 ; 081101 ; 081104 ; 1405 ;
摘要
<正> We present a global optimization method, called the genetic algorithms (GAs), for digital image/speckle correlation (DISC). The new algorithms do not involve reasonable initial guess of displacement and deformation gradient and the calculation of second-order spatial derivatives of the digital images, which are important challenges in practical implementation of DISC. The performance of a GA depends largely on the selection of the genetic operators. We test various operators and propose optimal operators. The algorithms are then verified using simulated images and experimental speckle images.
引用
收藏
页码:574 / 577
页数:4
相关论文
共 1 条
[1]   DIGITAL IMAGE CORRELATION USING NEWTON-RAPHSON METHOD OF PARTIAL-DIFFERENTIAL CORRECTION [J].
BRUCK, HA ;
MCNEILL, SR ;
SUTTON, MA ;
PETERS, WH .
EXPERIMENTAL MECHANICS, 1989, 29 (03) :261-267