DocumentCode
2246577
Title
Development on surface defect holes inspection based on image recognition
Author
Guo, Houkun ; Xiong, Guoliang ; Guo, Zhen ; Hu, Xiaohui
Author_Institution
Sch. of Mech. & Electr. Eng., East China Jiaotong Univ., Nanchang, China
fYear
2010
fDate
6-9 July 2010
Firstpage
623
Lastpage
626
Abstract
A novel method of surface defect holes inspection was proposed based on both 2D and 3D image processing & recognition. In this method, the first step is to detect the holes in the binary image converted by the 3D image which is scanned by a 3D laser scanner, and the second step is to confirm the defect holes by dimension calculation using the data of the scanned 3D image. The software is developed in MATLAB.
Keywords
image recognition; inspection; optical scanners; production engineering computing; solid modelling; 2D image processing; 3D image processing; 3D laser scanner; binary image; dimension calculation; image recognition; matlab; software development; surface defect holes inspection; 3D image recognition; defect holes; laser scanner;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Intelligent Mechatronics (AIM), 2010 IEEE/ASME International Conference on
Conference_Location
Montreal, ON
Print_ISBN
978-1-4244-8031-9
Type
conf
DOI
10.1109/AIM.2010.5695748
Filename
5695748
Link To Document