Title :
Research and Development of Intelligent and Automatic Detective System on Hole Surface Quality
Author :
Musheng, Yang ; Yu, Zhang ; Huilin, Wang
Author_Institution :
Sch. of Mech. Eng., Shandong Univ. of Technol., Zibo, China
Abstract :
According to the deficiency of the traditional detecting method, this paper develops a set of intelligent automatically detecting system for the internal bore surface quality, which combined the image processing technology and pattern recognizing technology. The radius of image is detected using least-squares fitting circle theory and circular degree is obtained through calculating circular surface fluctuations rate, and then the discriminant function tests to determine whether the work is qualified. The system has been successfully used in the detections for many mechanical parts´ internal bore surface and approved to have a great practical value.
Keywords :
automatic optical inspection; image recognition; least squares approximations; mechanical engineering computing; mechanical products; automatic detective system; circular degree; circular surface fluctuations rate; discriminant function test; hole surface quality; image processing; intelligent detective system; internal bore surface; least-squares fitting circle theory; mechanical part; pattern recognition; Boring; Digital images; Endoscopes; Filters; Manufacturing; Mechanical engineering; Pattern recognition; Research and development; Surface fitting; Testing; automatic detect; circular degree; middle value filter; pattern recognition;
Conference_Titel :
Intelligent Computation Technology and Automation, 2009. ICICTA '09. Second International Conference on
Print_ISBN :
978-0-7695-3804-4
DOI :
10.1109/ICICTA.2009.332