Automatic detection and classification of damage zone(s) for incorporating in digital image correlation technique

被引:8
作者
Bhattacharjee, Sudipta [1 ]
Deb, Debasis [2 ]
机构
[1] Indian Inst Technol, Adv Technol Dev Ctr, Kharagpur 721302, W Bengal, India
[2] Indian Inst Technol, Dept Min Engn, Kharagpur 721302, W Bengal, India
关键词
Damage zone detection; Auto clustering; Digital image correlation (DIC); Discontinuity; DISPLACEMENT;
D O I
10.1016/j.optlaseng.2016.01.015
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Digital image correlation (DIC) is a technique developed for monitoring surface deformation/displacement of an object under loading conditions. This method is further refined to make it capable of handling discontinuities on the surface of the sample. A damage zone is referred to a surface area fractured and opened in due course of loading. In this study, an algorithm is presented to automatically detect multiple damage zones in deformed image. The algorithm identifies the pixels located inside these zones and eliminate them from FEM-DIC processes. The proposed algorithm is successfully implemented on several damaged samples to estimate displacement fields of an object under loading conditions. This study shows that displacement fields represent the damage conditions reasonably well as compared to regular FEM-DIC technique without considering the damage zones. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:14 / 21
页数:8
相关论文
共 14 条
[1]  
[Anonymous], 2009, International Journal of Image Processing
[2]   Finite-Element displacement fields analysis from digital images: Application to portevin-le chatelier bands [J].
Besnard, G. ;
Hild, F. ;
Roux, S. .
EXPERIMENTAL MECHANICS, 2006, 46 (06) :789-803
[3]  
Bhattacharjee S., 2014, DEB D
[4]   Deformation measurement across crack using two-step extended digital image correlation method [J].
Chen, Jinlong ;
Zhang, Xiaochuan ;
Zhan, Nan ;
Hu, Xiaoyan .
OPTICS AND LASERS IN ENGINEERING, 2010, 48 (11) :1126-1131
[5]  
Deb D, 2014, BHATTACHARJEE S
[6]  
Graham R. L., 1972, Information Processing Letters, V1, P132, DOI 10.1016/0020-0190(72)90045-2
[7]  
HOU HS, 1978, IEEE T ACOUST SPEECH, V26, P508
[8]  
Hung Po-Chih, 2003, J. Braz. Soc. Mech. Sci. & Eng., V25, P215
[9]   Extended digital image correlation with crack shape optimization [J].
Rethore, Julien ;
Hild, Francois ;
Roux, Stephane .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2008, 73 (02) :248-272
[10]   Finite element formulation for a digital image correlation method [J].
Sun, YF ;
Pang, JHL ;
Wong, CK ;
Su, F .
APPLIED OPTICS, 2005, 44 (34) :7357-7363