Title :
Development of Real-time Defect Detection Algorithm for High-speed Steel Bar in Coil(BIC)
Author :
Jong Pil Yun ; Youngsu Park ; Seo, Boyeul ; Sang Woo Kim ; Se Ho Choi ; Chang Hyun Park ; Ho Mun Bae ; Hwa Won Hwang
Author_Institution :
Dept. of Electr. & Electr. Eng., POSTECH, Pohang
Abstract :
In steel manufacturing industry, as many advanced technologies increase manufacturing speed, fast and exact products inspection gets more important. This paper deals with a real-time defect detection algorithm for high-speed steel bar in coil (BIC). To get good performance, this algorithm has to solve several difficult problems such as cylindrical shape of a BIC, influence of light, many kinds of defects. Additionally, it should process quickly the large volumes of image for real-time processing since a steel bar moves at high speed. Therefore defect detection algorithm should satisfy two conflicting requirements of reducing the processing time and improving the efficiency of defect detection. This paper proposes an effective real-time defect detection algorithm that can solve above problems. And the algorithm is implemented by a high speed image processing system and will be applied to a practical manufacturing line. Finally, the performance of the proposed algorithm is demonstrated by experiment results
Keywords :
bars; coils; flaw detection; image processing; inspection; real-time systems; steel industry; cylindrical shape; high-speed steel bar in coil; image processing system; real-time defect detection algorithm; steel manufacturing industry; Coils; Detection algorithms; Image processing; Inspection; Instruments; Manufacturing industries; Real time systems; Steel; Support vector machine classification; Support vector machines; BIC; defect detection; inspection; real-time image processing;
Conference_Titel :
SICE-ICASE, 2006. International Joint Conference
Conference_Location :
Busan
Print_ISBN :
89-950038-4-7
Electronic_ISBN :
89-950038-5-5
DOI :
10.1109/SICE.2006.314680