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A robust SIFT-based matching algorithm for the occluded area and complex texture
Recently, many researchers are actively studying on the reconstruction of 3-dimensional structures from the 2-dimensional images acquired from a stereo camera. However, the disparity map calculated from the existing methods does not always provide accurate depth information by the false matching and...
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creator | Shin, D.K. Moon, Y.S. |
description | Recently, many researchers are actively studying on the reconstruction of 3-dimensional structures from the 2-dimensional images acquired from a stereo camera. However, the disparity map calculated from the existing methods does not always provide accurate depth information by the false matching and occluded areas. In this paper, by simultaneously applying the feature-based methods [1] and region-based methods[2], we effectively solve the problems caused by the false matching and occluded regions[3]. By experimental results we show that the proposed method can generate more accurate disparity map even in the case of occluded area or complex texture area [4]. |
doi_str_mv | 10.1109/CSPA.2009.5069202 |
format | conference_proceeding |
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However, the disparity map calculated from the existing methods does not always provide accurate depth information by the false matching and occluded areas. In this paper, by simultaneously applying the feature-based methods [1] and region-based methods[2], we effectively solve the problems caused by the false matching and occluded regions[3]. By experimental results we show that the proposed method can generate more accurate disparity map even in the case of occluded area or complex texture area [4].</description><subject>Application software</subject><subject>Cameras</subject><subject>Computer science</subject><subject>Data mining</subject><subject>Image reconstruction</subject><subject>Moon</subject><subject>Pixel</subject><subject>Robustness</subject><subject>Signal processing algorithms</subject><subject>Stereo image processing</subject><isbn>142444151X</isbn><isbn>9781424441518</isbn><isbn>1424441528</isbn><isbn>9781424441525</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2009</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><recordid>eNpFkN1qAjEUhFOK0Gp9gNKbvMDanPyYzaVIbQWhghZ6Jyebs7pl15VsFuzb11KhczMM8zEXw9gjiAmAcM_zzXo2kUK4iRFTJ4W8YUPQUmsNRua3_wE-B2z4CzpxaeQdG3fdl7hIG-mEvWfrGY-t77vEN8vFNvPYUeANpuJQHfcc630bq3RoeNlGng7E26Ko-3BhMBJyPAZetM2ppjNPdE59pAc2KLHuaHz1EftYvGznb9nq_XU5n62yCqxJmTfkFKrg0RkrrQE0uQqYo7fOSW9LQ1NyoALkASxAcKW0Wgn0pN00L9SIPf3tVkS0O8Wqwfi9u96hfgCgxlD8</recordid><startdate>200903</startdate><enddate>200903</enddate><creator>Shin, D.K.</creator><creator>Moon, Y.S.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>200903</creationdate><title>A robust SIFT-based matching algorithm for the occluded area and complex texture</title><author>Shin, D.K. ; Moon, Y.S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-b5e93a3dba9572751a583da8ab7992b7f5e6e913d18d1711d9f27430abe4968c3</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Application software</topic><topic>Cameras</topic><topic>Computer science</topic><topic>Data mining</topic><topic>Image reconstruction</topic><topic>Moon</topic><topic>Pixel</topic><topic>Robustness</topic><topic>Signal processing algorithms</topic><topic>Stereo image processing</topic><toplevel>online_resources</toplevel><creatorcontrib>Shin, D.K.</creatorcontrib><creatorcontrib>Moon, Y.S.</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/IET 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>Shin, D.K.</au><au>Moon, Y.S.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>A robust SIFT-based matching algorithm for the occluded area and complex texture</atitle><btitle>2009 5th International Colloquium on Signal Processing & Its Applications</btitle><stitle>CSPA</stitle><date>2009-03</date><risdate>2009</risdate><spage>130</spage><epage>134</epage><pages>130-134</pages><isbn>142444151X</isbn><isbn>9781424441518</isbn><eisbn>1424441528</eisbn><eisbn>9781424441525</eisbn><abstract>Recently, many researchers are actively studying on the reconstruction of 3-dimensional structures from the 2-dimensional images acquired from a stereo camera. 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ispartof | 2009 5th International Colloquium on Signal Processing & Its Applications, 2009, p.130-134 |
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source | IEEE Electronic Library (IEL) Conference Proceedings |
subjects | Application software Cameras Computer science Data mining Image reconstruction Moon Pixel Robustness Signal processing algorithms Stereo image processing |
title | A robust SIFT-based matching algorithm for the occluded area and complex texture |
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