Two-dimensional high-precision non-contact automatic measurement method based on image corner coordinates
Aiming at some shortcomings of the existing non-contact two-dimensional high-precision measurement methods, this paper proposes a two-dimensional high-precision non-contact automatic measurement method based on the corner coordinates of the image. Firstly, this paper designs a set of simple image ac...
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Veröffentlicht in: | Proceedings of the Institution of Mechanical Engineers. Part C, Journal of mechanical engineering science Journal of mechanical engineering science, 2021-11, Vol.235 (21), p.5814-5832 |
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creator | Li, Maoyue Xu, Yonghao Chen, Zengtao Ma, Kangsheng Liu, Lifei |
description | Aiming at some shortcomings of the existing non-contact two-dimensional high-precision measurement methods, this paper proposes a two-dimensional high-precision non-contact automatic measurement method based on the corner coordinates of the image. Firstly, this paper designs a set of simple image acquisition device and explains the advantages of the Canny operator used in the image contour detection algorithm. Subsequently, this paper proposes a dimension calibration algorithm based on image corner coordinates, which can convert the pixel size to the actual size, and achieves the function of the algorithm by hierarchical, multi-step processing of the image. Finally, in order to realize the intelligent positioning and selection of the standard size workpiece position, an automatic measurement and positioning system is designed, which can convert the actual size signal into the pulse time control signal. The experimental results show that the measurement method proposed in this paper has the advantages of fast measurement speed, high robustness, low cost and high degree of automation. When using a black-and-white checkerboard paper with an accuracy of 0.1 mm, the measurement accuracy can reach the micron level. |
doi_str_mv | 10.1177/0954406220981124 |
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Firstly, this paper designs a set of simple image acquisition device and explains the advantages of the Canny operator used in the image contour detection algorithm. Subsequently, this paper proposes a dimension calibration algorithm based on image corner coordinates, which can convert the pixel size to the actual size, and achieves the function of the algorithm by hierarchical, multi-step processing of the image. Finally, in order to realize the intelligent positioning and selection of the standard size workpiece position, an automatic measurement and positioning system is designed, which can convert the actual size signal into the pulse time control signal. The experimental results show that the measurement method proposed in this paper has the advantages of fast measurement speed, high robustness, low cost and high degree of automation. When using a black-and-white checkerboard paper with an accuracy of 0.1 mm, the measurement accuracy can reach the micron level.</description><identifier>ISSN: 0954-4062</identifier><identifier>EISSN: 2041-2983</identifier><identifier>DOI: 10.1177/0954406220981124</identifier><language>eng</language><publisher>London, England: SAGE Publications</publisher><subject>Algorithms ; Image acquisition ; Measurement methods ; Position measurement ; Workpieces</subject><ispartof>Proceedings of the Institution of Mechanical Engineers. 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Part C, Journal of mechanical engineering science</title><description>Aiming at some shortcomings of the existing non-contact two-dimensional high-precision measurement methods, this paper proposes a two-dimensional high-precision non-contact automatic measurement method based on the corner coordinates of the image. Firstly, this paper designs a set of simple image acquisition device and explains the advantages of the Canny operator used in the image contour detection algorithm. Subsequently, this paper proposes a dimension calibration algorithm based on image corner coordinates, which can convert the pixel size to the actual size, and achieves the function of the algorithm by hierarchical, multi-step processing of the image. Finally, in order to realize the intelligent positioning and selection of the standard size workpiece position, an automatic measurement and positioning system is designed, which can convert the actual size signal into the pulse time control signal. The experimental results show that the measurement method proposed in this paper has the advantages of fast measurement speed, high robustness, low cost and high degree of automation. When using a black-and-white checkerboard paper with an accuracy of 0.1 mm, the measurement accuracy can reach the micron level.</description><subject>Algorithms</subject><subject>Image acquisition</subject><subject>Measurement methods</subject><subject>Position measurement</subject><subject>Workpieces</subject><issn>0954-4062</issn><issn>2041-2983</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp1UE1LxDAQDaLgunr3GPAczXfboyx-geBlPZc0me5m2TZrkiL-e1NWEATnMsO894Z5D6FrRm8Zq6o72igpqeacNjVjXJ6gBaeSEd7U4hQtZpjM-Dm6SGlHS3GtFsivPwNxfoAx-TCaPd76zZYcIlg_L_AYRmLDmI3N2Ew5DCZ7iwcwaYpQVLnMeRsc7kwCh4vCD2YD2IY4QiwtROdHkyFdorPe7BNc_fQlen98WK-eyevb08vq_pVYrnkmAqoOXCcNMAoVCFcrKuqGKQ5aO24ba0WvNDVV18uegmGCaib6Rs-WZCWW6OZ49xDDxwQpt7swxWIttVxTpbSoK1VY9MiyMaQUoW8PsXwev1pG2znQ9m-gRUKOklQM_h79l_8N1h52Vg</recordid><startdate>202111</startdate><enddate>202111</enddate><creator>Li, Maoyue</creator><creator>Xu, Yonghao</creator><creator>Chen, Zengtao</creator><creator>Ma, Kangsheng</creator><creator>Liu, Lifei</creator><general>SAGE Publications</general><general>SAGE PUBLICATIONS, INC</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TB</scope><scope>8FD</scope><scope>F28</scope><scope>FR3</scope><orcidid>https://orcid.org/0000-0001-8163-0597</orcidid></search><sort><creationdate>202111</creationdate><title>Two-dimensional high-precision non-contact automatic measurement method based on image corner coordinates</title><author>Li, Maoyue ; Xu, Yonghao ; Chen, Zengtao ; Ma, Kangsheng ; Liu, Lifei</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c262t-3e7bedb4ae10e7e3d850389152e66d2c9cc3f560a7bf4f0ea130613f960002473</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Algorithms</topic><topic>Image acquisition</topic><topic>Measurement methods</topic><topic>Position measurement</topic><topic>Workpieces</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Maoyue</creatorcontrib><creatorcontrib>Xu, Yonghao</creatorcontrib><creatorcontrib>Chen, Zengtao</creatorcontrib><creatorcontrib>Ma, Kangsheng</creatorcontrib><creatorcontrib>Liu, Lifei</creatorcontrib><collection>CrossRef</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><jtitle>Proceedings of the Institution of Mechanical Engineers. Part C, Journal of mechanical engineering science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Maoyue</au><au>Xu, Yonghao</au><au>Chen, Zengtao</au><au>Ma, Kangsheng</au><au>Liu, Lifei</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Two-dimensional high-precision non-contact automatic measurement method based on image corner coordinates</atitle><jtitle>Proceedings of the Institution of Mechanical Engineers. Part C, Journal of mechanical engineering science</jtitle><date>2021-11</date><risdate>2021</risdate><volume>235</volume><issue>21</issue><spage>5814</spage><epage>5832</epage><pages>5814-5832</pages><issn>0954-4062</issn><eissn>2041-2983</eissn><abstract>Aiming at some shortcomings of the existing non-contact two-dimensional high-precision measurement methods, this paper proposes a two-dimensional high-precision non-contact automatic measurement method based on the corner coordinates of the image. Firstly, this paper designs a set of simple image acquisition device and explains the advantages of the Canny operator used in the image contour detection algorithm. Subsequently, this paper proposes a dimension calibration algorithm based on image corner coordinates, which can convert the pixel size to the actual size, and achieves the function of the algorithm by hierarchical, multi-step processing of the image. Finally, in order to realize the intelligent positioning and selection of the standard size workpiece position, an automatic measurement and positioning system is designed, which can convert the actual size signal into the pulse time control signal. The experimental results show that the measurement method proposed in this paper has the advantages of fast measurement speed, high robustness, low cost and high degree of automation. When using a black-and-white checkerboard paper with an accuracy of 0.1 mm, the measurement accuracy can reach the micron level.</abstract><cop>London, England</cop><pub>SAGE Publications</pub><doi>10.1177/0954406220981124</doi><tpages>19</tpages><orcidid>https://orcid.org/0000-0001-8163-0597</orcidid></addata></record> |
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subjects | Algorithms Image acquisition Measurement methods Position measurement Workpieces |
title | Two-dimensional high-precision non-contact automatic measurement method based on image corner coordinates |
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