Title :
Automated Inspection of Flexible Assembly: System Design and Algorithm Research
Author :
Wen, Peihan ; Zheng, Li ; Zhou, Jian ; Clarke, Burton
Author_Institution :
Dept. of Ind. Eng., Tsinghua Univ., Beijing
Abstract :
Quality control plays an important and key role in manufacturing process. This paper defines a problem realizing real-time quality control based on image processing and sensor network, divides the problem into four sub-problems, as well as puts forwards the overall schema to solve the problem. Then the first sub-problem, object recognition, is focused on, its system design pattern is presented, and main algorithms of each step are studied. Some experiment results are given to show the good performance of the proposed system for object recognition sub-problem.
Keywords :
image processing; industrial control; inspection; manufacturing processes; object recognition; production engineering computing; automated inspection; flexible assembly; image processing; manufacturing process; object recognition; real-time quality control; sensor network; Assembly systems; Automatic control; Image segmentation; Industrial engineering; Inspection; Machine vision; Manufacturing processes; Object recognition; Parallel processing; Quality control;
Conference_Titel :
Mechtronic and Embedded Systems and Applications, 2008. MESA 2008. IEEE/ASME International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2367-5
Electronic_ISBN :
978-1-4244-2368-2
DOI :
10.1109/MESA.2008.4735738