De-noising and welding corner extraction method of point cloud from large-scale hull section
Reverse Engineering is one method for digital product development, which is more and more widely used in the measurement of big scale accessory and complicated curve surface reverse, for example, large-scale measurement in the shipbuilding industry, with the development of modern shipbuilding techno...
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creator | Zhao Weiling Cheng Junting Xiao Shengbing Liu Tao Li Qiuxia |
description | Reverse Engineering is one method for digital product development, which is more and more widely used in the measurement of big scale accessory and complicated curve surface reverse, for example, large-scale measurement in the shipbuilding industry, with the development of modern shipbuilding technology, this technology is highly emphasized. Data de-noising and corner extraction methods of point cloud from measured hull section are the key technology of reverse engineering, the result will affect the quality of model reconstruction directly. So in this paper, firstly present a comprehensive data de-noising method to the hull section and get better data points, make use of the edge extraction and sorting method to obtain ordered edge points, secondly propose the adaptive method to calculate the support region for the straight line fitting, finally calculate the intersection of the straight lines to get corners and borders of point cloud. Through experiments we get the results, verify that data de-noising and corner extraction methods are feasible and have good anti-interference ability, and good ability to detect and locate the corner points. |
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Data de-noising and corner extraction methods of point cloud from measured hull section are the key technology of reverse engineering, the result will affect the quality of model reconstruction directly. So in this paper, firstly present a comprehensive data de-noising method to the hull section and get better data points, make use of the edge extraction and sorting method to obtain ordered edge points, secondly propose the adaptive method to calculate the support region for the straight line fitting, finally calculate the intersection of the straight lines to get corners and borders of point cloud. 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Data de-noising and corner extraction methods of point cloud from measured hull section are the key technology of reverse engineering, the result will affect the quality of model reconstruction directly. So in this paper, firstly present a comprehensive data de-noising method to the hull section and get better data points, make use of the edge extraction and sorting method to obtain ordered edge points, secondly propose the adaptive method to calculate the support region for the straight line fitting, finally calculate the intersection of the straight lines to get corners and borders of point cloud. Through experiments we get the results, verify that data de-noising and corner extraction methods are feasible and have good anti-interference ability, and good ability to detect and locate the corner points.</description><subject>Clouds</subject><subject>Corner Detection</subject><subject>Data De-noising</subject><subject>Data mining</subject><subject>Data models</subject><subject>Data Processing</subject><subject>Feature extraction</subject><subject>Image edge detection</subject><subject>Large-scale Measurement</subject><subject>Noise</subject><subject>Noise reduction</subject><subject>Reverse Engineering</subject><issn>1934-1768</issn><issn>2161-2927</issn><isbn>1424462630</isbn><isbn>9781424462636</isbn><isbn>9787894631046</isbn><isbn>7894631043</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2010</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNotjstKAzEYheMNHGufwE1eIJDkz3Up9QoFN7oTSkz-tCPppGSmqG9vvZzN-Tbn4xyRubfOOq8MCK7MMemkMIJJL-0JuRBKKmWkAX5KOuFBMWGNOyfzcXznhygtreAdeb1BNtR-7Ic1DUOiH1jSD8faBmwUP6cW4tTXgW5x2tREa6a72g8TjaXuE82tbmkJbY1sjKEg3exLoSP-bi7JWQ5lxPl_z8jL3e3z4oEtn-4fF9dL1guuJwaHL-CMNjmjDlEEY7mNXqoYuIso85sQWYPWYCIgJO8SRB2c8jxlARlm5OrP2yPiatf6bWhfK60tGGvgG_7LUvk</recordid><startdate>201007</startdate><enddate>201007</enddate><creator>Zhao Weiling</creator><creator>Cheng Junting</creator><creator>Xiao Shengbing</creator><creator>Liu Tao</creator><creator>Li Qiuxia</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>201007</creationdate><title>De-noising and welding corner extraction method of point cloud from large-scale hull section</title><author>Zhao Weiling ; Cheng Junting ; Xiao Shengbing ; Liu Tao ; Li Qiuxia</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i105t-352738656ffe5ac1a6707c924ca08ce2fb11f535536c3e3d98d3c5a8490df13f3</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2010</creationdate><topic>Clouds</topic><topic>Corner Detection</topic><topic>Data De-noising</topic><topic>Data mining</topic><topic>Data models</topic><topic>Data Processing</topic><topic>Feature extraction</topic><topic>Image edge detection</topic><topic>Large-scale Measurement</topic><topic>Noise</topic><topic>Noise reduction</topic><topic>Reverse Engineering</topic><toplevel>online_resources</toplevel><creatorcontrib>Zhao Weiling</creatorcontrib><creatorcontrib>Cheng Junting</creatorcontrib><creatorcontrib>Xiao Shengbing</creatorcontrib><creatorcontrib>Liu Tao</creatorcontrib><creatorcontrib>Li Qiuxia</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>Zhao Weiling</au><au>Cheng Junting</au><au>Xiao Shengbing</au><au>Liu Tao</au><au>Li Qiuxia</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>De-noising and welding corner extraction method of point cloud from large-scale hull section</atitle><btitle>Proceedings of the 29th Chinese Control Conference</btitle><stitle>CHICC</stitle><date>2010-07</date><risdate>2010</risdate><spage>3042</spage><epage>3046</epage><pages>3042-3046</pages><issn>1934-1768</issn><eissn>2161-2927</eissn><isbn>1424462630</isbn><isbn>9781424462636</isbn><eisbn>9787894631046</eisbn><eisbn>7894631043</eisbn><abstract>Reverse Engineering is one method for digital product development, which is more and more widely used in the measurement of big scale accessory and complicated curve surface reverse, for example, large-scale measurement in the shipbuilding industry, with the development of modern shipbuilding technology, this technology is highly emphasized. Data de-noising and corner extraction methods of point cloud from measured hull section are the key technology of reverse engineering, the result will affect the quality of model reconstruction directly. So in this paper, firstly present a comprehensive data de-noising method to the hull section and get better data points, make use of the edge extraction and sorting method to obtain ordered edge points, secondly propose the adaptive method to calculate the support region for the straight line fitting, finally calculate the intersection of the straight lines to get corners and borders of point cloud. Through experiments we get the results, verify that data de-noising and corner extraction methods are feasible and have good anti-interference ability, and good ability to detect and locate the corner points.</abstract><pub>IEEE</pub><tpages>5</tpages></addata></record> |
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source | IEEE Electronic Library (IEL) Conference Proceedings |
subjects | Clouds Corner Detection Data De-noising Data mining Data models Data Processing Feature extraction Image edge detection Large-scale Measurement Noise Noise reduction Reverse Engineering |
title | De-noising and welding corner extraction method of point cloud from large-scale hull section |
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