DocumentCode
1593074
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
fYear
2006
Firstpage
2495
Lastpage
2498
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;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE-ICASE, 2006. International Joint Conference
Conference_Location
Busan
Print_ISBN
89-950038-4-7
Electronic_ISBN
89-950038-5-5
Type
conf
DOI
10.1109/SICE.2006.314680
Filename
4108061
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