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Therefore, product design can be a visible strategy for differentiation. However, it is difficult to apply automated production and defect detection processes to the various designs that are being developed. This study proposes a high-speed circular measurement method for correcting the alignment of round parts, which is difficult in an automated process. For analyzing the performance of the proposed method, its processing speed and accuracy are compared with those of the existing methods. The results of the analysis indicate that the overall performance of the proposed method is better than those of the existing methods.<\/jats:p>","DOI":"10.3390\/s22155859","type":"journal-article","created":{"date-parts":[[2022,8,9]],"date-time":"2022-08-09T04:16:55Z","timestamp":1660018615000},"page":"5859","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Circular-Based Reference Point Extraction Method for Correcting the Alignment of Round Parts"],"prefix":"10.3390","volume":"22","author":[{"given":"Chang Bae","family":"Moon","sequence":"first","affiliation":[{"name":"Department of Smart Electronics, Korea Polytechnic VII (Changwon Campus), Changwon 51518, Gyeongsangnam-do, Korea"}]},{"given":"Byeong Man","family":"Kim","sequence":"additional","affiliation":[{"name":"Computer Software Engineering, Kumoh National Institute of Technology, Gumi 39177, Gyeongbuk, Korea"}]},{"given":"Dong-Seong","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of IT Covergence Engineering, Kumoh National Institute of Technology, Gumi 39177, Gyeongbuk, Korea"}]}],"member":"1968","published-online":{"date-parts":[[2022,8,5]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"Karunarathne, S., and Ganganath, R. 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