Detecting 3-D rotational motion and extracting target information from the principal component analysis of scatterer range histories

ISAR imagery of ships are complicated by the 3-D motion of the target, which causes blurring in the imagery. A technique is proposed which could help detect such motion and prove useful to both analyse the 3-D motion as well as possibly help to estimate the 3-D position of scatterers as a by-product...

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Hauptverfasser:	Nel, Willie, Stanton, Duncan, Gaffar, Mohammed Yunus Abdul
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	3-D Motion Analytical models Data mining History Image motion analysis ISAR Marine vehicles Motion analysis Motion detection Motion estimation Principal component analysis Radar Imaging Range history Scattering
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creator	Nel, Willie Stanton, Duncan Gaffar, Mohammed Yunus Abdul
description	ISAR imagery of ships are complicated by the 3-D motion of the target, which causes blurring in the imagery. A technique is proposed which could help detect such motion and prove useful to both analyse the 3-D motion as well as possibly help to estimate the 3-D position of scatterers as a by-product of the analysis. The technique is based on principal component analysis of accurate scatterer range histories and is shown only in simulation. Future research should focus on practical application.
format	Conference Proceeding
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Future research should focus on practical application.</description><subject>3-D Motion</subject><subject>Analytical models</subject><subject>Data mining</subject><subject>History</subject><subject>Image motion analysis</subject><subject>ISAR</subject><subject>Marine vehicles</subject><subject>Motion analysis</subject><subject>Motion detection</subject><subject>Motion estimation</subject><subject>Principal component analysis</subject><subject>Radar Imaging</subject><subject>Range history</subject><subject>Scattering</subject><issn>1097-5764</issn><issn>2640-7736</issn><isbn>9782912328557</isbn><isbn>2912328551</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2009</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNp9js1OhEAQhCf-JBLlCbz0C5AMDDBwdjU-gPdNh23YNswM6emDe_fBxZ-zp6qkvqrUlSmavrWV966_NuXoh2asG9cMXedvTFHb0Ved79s7U-b8bq2tx953rSvM54GUJuW4gKsOIElROUVcIaRvAxhPQB8q-AspykIKHOck4QeFWVIAPRNswnHibe9OKWwpUtS9juslc4Y0Q55QlYQEBONCcOasSZjyg7mdcc1U_um9eXx5fnt6rZiIjvtsQLkc979DW1v3f_oFfDhSMw</recordid><startdate>200910</startdate><enddate>200910</enddate><creator>Nel, Willie</creator><creator>Stanton, Duncan</creator><creator>Gaffar, Mohammed Yunus Abdul</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>200910</creationdate><title>Detecting 3-D rotational motion and extracting target information from the principal component analysis of scatterer range histories</title><author>Nel, Willie ; Stanton, Duncan ; Gaffar, Mohammed Yunus Abdul</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-ieee_primary_54384103</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2009</creationdate><topic>3-D Motion</topic><topic>Analytical models</topic><topic>Data mining</topic><topic>History</topic><topic>Image motion analysis</topic><topic>ISAR</topic><topic>Marine vehicles</topic><topic>Motion analysis</topic><topic>Motion detection</topic><topic>Motion estimation</topic><topic>Principal component analysis</topic><topic>Radar Imaging</topic><topic>Range history</topic><topic>Scattering</topic><toplevel>online_resources</toplevel><creatorcontrib>Nel, Willie</creatorcontrib><creatorcontrib>Stanton, Duncan</creatorcontrib><creatorcontrib>Gaffar, Mohammed Yunus Abdul</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>Nel, Willie</au><au>Stanton, Duncan</au><au>Gaffar, Mohammed Yunus Abdul</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Detecting 3-D rotational motion and extracting target information from the principal component analysis of scatterer range histories</atitle><btitle>2009 International Radar Conference "Surveillance for a Safer World" (RADAR 2009)</btitle><stitle>INTRADAR</stitle><date>2009-10</date><risdate>2009</risdate><spage>1</spage><epage>6</epage><pages>1-6</pages><issn>1097-5764</issn><eissn>2640-7736</eissn><isbn>9782912328557</isbn><isbn>2912328551</isbn><abstract>ISAR imagery of ships are complicated by the 3-D motion of the target, which causes blurring in the imagery. A technique is proposed which could help detect such motion and prove useful to both analyse the 3-D motion as well as possibly help to estimate the 3-D position of scatterers as a by-product of the analysis. The technique is based on principal component analysis of accurate scatterer range histories and is shown only in simulation. Future research should focus on practical application.</abstract><pub>IEEE</pub></addata></record>
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source	IEEE Electronic Library (IEL) Conference Proceedings
subjects	3-D Motion Analytical models Data mining History Image motion analysis ISAR Marine vehicles Motion analysis Motion detection Motion estimation Principal component analysis Radar Imaging Range history Scattering
title	Detecting 3-D rotational motion and extracting target information from the principal component analysis of scatterer range histories
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