Automatic detection technology of surface defects on plastic products based on machine vision
It is very necessary to detect surface defects on plastic products during production process and post treatment. The research and application of automatic detection technology of surface defects on plastic products is supposed to greatly liberate the human workforce, improve the automated production...
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| creator | Bin Liu Shengjin Wu Shifang Zou |
| description | It is very necessary to detect surface defects on plastic products during production process and post treatment. The research and application of automatic detection technology of surface defects on plastic products is supposed to greatly liberate the human workforce, improve the automated production level, and has wide application prospect. The development of machine vision's key technologies such as illumination system, CCD camera, image enhancement, image segmentation, image recognition, and so on has been explained in detail. Its application on detection for surface defects on plastic products such as plastic electronic components, strips, PVC building materials, films, leather, bottles, and so on is also presented briefly. Especially, it mainly focuses on the automatic detection of surface defects for injection products, and the automatic detection system is proposed. It is composed of the conveyor belt device, the image acquisition and processing software and PLC control device, et al. |
| doi_str_mv | 10.1109/MACE.2010.5536470 |
| format | Conference Proceeding |
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The research and application of automatic detection technology of surface defects on plastic products is supposed to greatly liberate the human workforce, improve the automated production level, and has wide application prospect. The development of machine vision's key technologies such as illumination system, CCD camera, image enhancement, image segmentation, image recognition, and so on has been explained in detail. Its application on detection for surface defects on plastic products such as plastic electronic components, strips, PVC building materials, films, leather, bottles, and so on is also presented briefly. Especially, it mainly focuses on the automatic detection of surface defects for injection products, and the automatic detection system is proposed. 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The research and application of automatic detection technology of surface defects on plastic products is supposed to greatly liberate the human workforce, improve the automated production level, and has wide application prospect. The development of machine vision's key technologies such as illumination system, CCD camera, image enhancement, image segmentation, image recognition, and so on has been explained in detail. Its application on detection for surface defects on plastic products such as plastic electronic components, strips, PVC building materials, films, leather, bottles, and so on is also presented briefly. Especially, it mainly focuses on the automatic detection of surface defects for injection products, and the automatic detection system is proposed. It is composed of the conveyor belt device, the image acquisition and processing software and PLC control device, et al.</description><subject>Automatic Detection</subject><subject>Charge coupled devices</subject><subject>Charge-coupled image sensors</subject><subject>Humans</subject><subject>Image enhancement</subject><subject>Image segmentation</subject><subject>Lighting</subject><subject>Machine vision</subject><subject>Plastic products</subject><subject>Production</subject><subject>Surface Defects</subject><subject>Surface treatment</subject><isbn>9781424477371</isbn><isbn>1424477379</isbn><isbn>9781424477388</isbn><isbn>1424477395</isbn><isbn>1424477387</isbn><isbn>9781424477395</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2010</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNpVkMtqwzAQRVVKoSXxB5Ru9ANO9Za1NCZ9QEo32Yag6NGo2Jax7EL-vjLNprO53DkzF2YAeMRogzFSzx91s90QlC3nVDCJbkChZIUZYUxKWlW3_7zE96BI6RvlYpxghR7AoZ6n2OkpGGjd5MwUYg-znvvYxq8LjB6mefTauMx95gnmgaHVaVkZxmjnpXfSydmFdNqcQ-_gT0g5aQ3uvG6TK666AvuX7b55K3efr-9NvSuDQlPpFCL2hK01XhhMuRTEck0FJkJ6oT0ypGJcC6QINtpWlloiifDM5LOpxXQFnv5ig3PuOIyh0-PleP0J_QUdkVXP</recordid><startdate>201006</startdate><enddate>201006</enddate><creator>Bin Liu</creator><creator>Shengjin Wu</creator><creator>Shifang Zou</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>201006</creationdate><title>Automatic detection technology of surface defects on plastic products based on machine vision</title><author>Bin Liu ; Shengjin Wu ; Shifang Zou</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i90t-e902db1ddcf6c135762d5a361267f6af0c2845a60921cad8d3d2726f4c5533d13</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2010</creationdate><topic>Automatic Detection</topic><topic>Charge coupled devices</topic><topic>Charge-coupled image sensors</topic><topic>Humans</topic><topic>Image enhancement</topic><topic>Image segmentation</topic><topic>Lighting</topic><topic>Machine vision</topic><topic>Plastic products</topic><topic>Production</topic><topic>Surface Defects</topic><topic>Surface treatment</topic><toplevel>online_resources</toplevel><creatorcontrib>Bin Liu</creatorcontrib><creatorcontrib>Shengjin Wu</creatorcontrib><creatorcontrib>Shifang Zou</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Bin Liu</au><au>Shengjin Wu</au><au>Shifang Zou</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Automatic detection technology of surface defects on plastic products based on machine vision</atitle><btitle>2010 International Conference on Mechanic Automation and Control Engineering</btitle><stitle>MACE</stitle><date>2010-06</date><risdate>2010</risdate><spage>2213</spage><epage>2216</epage><pages>2213-2216</pages><isbn>9781424477371</isbn><isbn>1424477379</isbn><eisbn>9781424477388</eisbn><eisbn>1424477395</eisbn><eisbn>1424477387</eisbn><eisbn>9781424477395</eisbn><abstract>It is very necessary to detect surface defects on plastic products during production process and post treatment. The research and application of automatic detection technology of surface defects on plastic products is supposed to greatly liberate the human workforce, improve the automated production level, and has wide application prospect. The development of machine vision's key technologies such as illumination system, CCD camera, image enhancement, image segmentation, image recognition, and so on has been explained in detail. Its application on detection for surface defects on plastic products such as plastic electronic components, strips, PVC building materials, films, leather, bottles, and so on is also presented briefly. Especially, it mainly focuses on the automatic detection of surface defects for injection products, and the automatic detection system is proposed. It is composed of the conveyor belt device, the image acquisition and processing software and PLC control device, et al.</abstract><pub>IEEE</pub><doi>10.1109/MACE.2010.5536470</doi><tpages>4</tpages></addata></record> |
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| identifier | ISBN: 9781424477371 |
| ispartof | 2010 International Conference on Mechanic Automation and Control Engineering, 2010, p.2213-2216 |
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| language | eng |
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| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Automatic Detection Charge coupled devices Charge-coupled image sensors Humans Image enhancement Image segmentation Lighting Machine vision Plastic products Production Surface Defects Surface treatment |
| title | Automatic detection technology of surface defects on plastic products based on machine vision |
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