An evaluation of digital image correlation criteria for strain mapping applications

被引:272
作者
Tong, W [1 ]
机构
[1] Yale Univ, Dept Mech Engn, New Haven, CT 06520 USA
关键词
digital image correlation; image processing; in-plane strain measurement;
D O I
10.1111/j.1475-1305.2005.00227.x
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
The performance of four digital image correlation criteria widely used in strain mapping applications has been critically examined using three sets of digital images with various whole-field deformation characteristics. The deformed images in these image sets are digitally modified to simulate the less-than-ideal image acquisition conditions in an actual experiment, such as variable brightness, contrast, uneven local lighting and blurring. The relative robustness, computational cost and reliability of each criterion are assessed for precision strain mapping applications. Recommendations are given for selecting a proper image correlation criterion to efficiently extract reliable deformation data from a given set of digital images.
引用
收藏
页码:167 / 175
页数:9
相关论文
共 24 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
[2]   Measurement of deformations on concrete subjected to compression using image correlation [J].
Choi, S ;
Shah, SP .
EXPERIMENTAL MECHANICS, 1997, 37 (03) :307-313
[3]   MEASUREMENT OF MICRODISPLACEMENTS BY MACHINE VISION PHOTOGRAMMETRY (DISMAP) [J].
FRANKE, EA ;
WENZEL, DJ ;
DAVIDSON, DL .
REVIEW OF SCIENTIFIC INSTRUMENTS, 1991, 62 (05) :1270-1279
[4]  
GONZALEZ R, 1987, DIGITAL IMAGE PROCES, P90
[5]  
JAIN R, 1995, MACHINE VISION, P482
[6]   A HIGH-ACCURACY AUTOMATED STRAIN-FIELD MAPPER [J].
JAMES, MR ;
MORRIS, WL ;
COX, BN .
EXPERIMENTAL MECHANICS, 1990, 30 (01) :60-67
[7]  
LI X, 2000, THESIS YALE U NEW HA
[8]  
PRESS WH, 1986, NUMERICAL RECIPES FO, P184
[9]  
Raiser GF, 2002, P SPIE INT SOC OPTIC, V4217, P485
[10]  
RITTER GX, 1996, HDB COMPUTER VISION, P225