KSC 2017
Current Result Document :
| 한글제목(Korean Title) |
An Optimal Filter Method of Transformed Pattern Graphs for Detection of Defective Products |
| 영문제목(English Title) |
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| 저자(Author) |
Yihuai Liang
Sunghoon Jung
Bonghee Hong
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| 원문수록처(Citation) |
VOL 44 NO. 02 PP. 1639 ~ 1639 (2017. 12) |
한글내용
(Korean Abstract) |
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영문내용
(English Abstract) |
Products defect detection is an important part of the manufacturing process. Defect detection systems with fast speed, high accuracy and persistence are much needed. In this paper, we propose an optimal filter method of transformed pattern graphs for defect detection based on a patternmatching strategy. It is still robust while filtering the testing image even without aligning the pattern graph. It mainly includes three processing steps: firstly, process normal images to generate graph matching patterns; secondly, preprocess test images and filter with graph patterns; finally, extract and locate defects. Experimental results on challenging image datasets demonstrate the excellent performance of the proposed algorithm.
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| 키워드(Keyword) |
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| 파일첨부 |
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