Title :
Design of online surface inspection system of hot rolled strips
Author :
Wu, Guifang ; Kwak, Hoonsung ; Jang, Seyoung ; Xu, Ke ; Xu, Jinwu
Author_Institution :
Henan Univ. of Sci. & Technol., Luoyang
Abstract :
An online surface inspection system of hot rolled strips is introduced. This system is designed to detect such main surface defects on hot rolled strips as scar, scratches, pits, cracks, cross hatchings, and so on. Multiple CCD area scan cameras are adopted to capture images of strip surface simultaneously, and all the images are processed by parallel computation system real-time, which is supported by fast image process techniques and parallel computation techniques, in order to snap main defect regions on the surface of strips. At last, the defects will be classified to several types. The application of the system to a practical production line shows that it can detect main defects of hot rolled strips more effectively than traditional method, and it is easily to be maintained.
Keywords :
CCD image sensors; design engineering; hot rolling; image classification; inspection; parallel processing; production engineering computing; real-time systems; cracks; cross hatchings; hot rolled strips; image classification; image processing; multiple CCD area scan cameras; online surface inspection system; parallel computation system; pits; production line; real-time system; scar; scratches; Charge coupled devices; Charge-coupled image sensors; Concurrent computing; Design engineering; Educational institutions; Image processing; Inspection; Maintenance engineering; Strips; Surface cracks; CCD; Defects; Hot Rolled Strips; Image Process; Surface Inspection System;
Conference_Titel :
Automation and Logistics, 2008. ICAL 2008. IEEE International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-2502-0
Electronic_ISBN :
978-1-4244-2503-7
DOI :
10.1109/ICAL.2008.4636548