DocumentCode
3573881
Title
Fluorescent magnetic particle inspection device based on digital image processing
Author
Jianlan Luo ; Zhewen Tian ; Jintao Yang
Author_Institution
Sch. of Automotive Eng., Wuhan Univ. of Technol., Wuhan, China
fYear
2014
Firstpage
5677
Lastpage
5681
Abstract
Fluorescent magnetic particle inspection is widely applied in industry production, however; traditional ways are manual and depend on individuals´ experience, which can also cause damage to workers´ eyes. An automatic fluorescent magnetic particle inspection device is presented in this paper. A series of image processing methods have been investigated, which are put into a combination for detecting flaws in images automatically. And we propose a wavelet-based Canny operator to extract outlines of flaws in images, which is more effective than common Canny operator, and could constrain noises at a reasonable level. Results suggest that this novel automatic inspection device offers a low labor intensity but more effective way for flaw detection work, and image processing methods proposed in this paper are feasible.
Keywords
automatic optical inspection; flaw detection; image processing; magnetic particles; mathematical operators; wavelet transforms; automatic fluorescent magnetic particle inspection device; digital image processing method; flaw detection; flaw extraction; industry production; labor intensity; wavelet-based Canny operator; Cameras; Fluorescence; Inspection; Magnetic particles; Magnetic resonance imaging; Wavelet transforms; Fluorescent magnetic particle inspection; digital image processing; wavelet-based Canny Operator;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2014 11th World Congress on
Type
conf
DOI
10.1109/WCICA.2014.7053688
Filename
7053688
Link To Document