Eyeglasses Eigenface Based Glasses-face Recognition
In this paper, a novel glasses-face recognition approach, eyeglasses eigenfaces, is proposed to recognize glasses-face, which treats eyeglasses as a feature of facial image. It overcomes the choke point of removing eyeglasses which used in previous glasses-face recognition methods. Considering the i...
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| creator | Cai Fang Song Bao Cai Yin Yan Feng Sun |
| description | In this paper, a novel glasses-face recognition approach, eyeglasses eigenfaces, is proposed to recognize glasses-face, which treats eyeglasses as a feature of facial image. It overcomes the choke point of removing eyeglasses which used in previous glasses-face recognition methods. Considering the instability of eyeglasses as a facial feature, here we make use of 3D face synthesis method based on genetic algorithm to reconstruct virtual samples, enrich the sample library. It not only can be used in different pose, illumination and expression, but also provide a new thought-way for occlusion problem in face recognition. On CAS-PEAL face databases, our experimental results demonstrate that eyeglasses eigenfaces perform well. |
| doi_str_mv | 10.1109/ICNSC.2008.4525435 |
| format | Conference Proceeding |
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It overcomes the choke point of removing eyeglasses which used in previous glasses-face recognition methods. Considering the instability of eyeglasses as a facial feature, here we make use of 3D face synthesis method based on genetic algorithm to reconstruct virtual samples, enrich the sample library. It not only can be used in different pose, illumination and expression, but also provide a new thought-way for occlusion problem in face recognition. On CAS-PEAL face databases, our experimental results demonstrate that eyeglasses eigenfaces perform well.</description><identifier>ISBN: 142441685X</identifier><identifier>ISBN: 9781424416851</identifier><identifier>EISBN: 9781424416868</identifier><identifier>EISBN: 1424416868</identifier><identifier>DOI: 10.1109/ICNSC.2008.4525435</identifier><identifier>LCCN: 2007936075</identifier><language>eng</language><publisher>IEEE</publisher><subject>Active contours ; Face detection ; Face recognition ; Genetic algorithms ; Glass ; Image recognition ; Image reconstruction ; Lenses ; Libraries ; Skin</subject><ispartof>2008 IEEE International Conference on Networking, Sensing and Control, 2008, p.1385-1390</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/4525435$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,776,780,785,786,2052,27902,54895</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/4525435$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Cai Fang Song</creatorcontrib><creatorcontrib>Bao Cai Yin</creatorcontrib><creatorcontrib>Yan Feng Sun</creatorcontrib><title>Eyeglasses Eigenface Based Glasses-face Recognition</title><title>2008 IEEE International Conference on Networking, Sensing and Control</title><addtitle>ICNSC</addtitle><description>In this paper, a novel glasses-face recognition approach, eyeglasses eigenfaces, is proposed to recognize glasses-face, which treats eyeglasses as a feature of facial image. It overcomes the choke point of removing eyeglasses which used in previous glasses-face recognition methods. Considering the instability of eyeglasses as a facial feature, here we make use of 3D face synthesis method based on genetic algorithm to reconstruct virtual samples, enrich the sample library. It not only can be used in different pose, illumination and expression, but also provide a new thought-way for occlusion problem in face recognition. On CAS-PEAL face databases, our experimental results demonstrate that eyeglasses eigenfaces perform well.</description><subject>Active contours</subject><subject>Face detection</subject><subject>Face recognition</subject><subject>Genetic algorithms</subject><subject>Glass</subject><subject>Image recognition</subject><subject>Image reconstruction</subject><subject>Lenses</subject><subject>Libraries</subject><subject>Skin</subject><isbn>142441685X</isbn><isbn>9781424416851</isbn><isbn>9781424416868</isbn><isbn>1424416868</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2008</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNo1j09Lw0AUxFekoK35AnrJF0jcl7dv_xw1xFooCtqDt7LJvoSVmkq3l357i23nMsyPYWCEuAdZAkj3uKjfPuuyktKWiipSSFcic8aCqpQCbbW9FtNLoK-JmB67xqGWhm5EltK3PEoREuGtwObAw8anxClv4sBj7zvOn33ikM9PvPhHH9xthzHu43a8E5PebxJnZ5-J1Uuzql-L5ft8UT8tiwiG9oUNfYfatZ2UPVRdUKgheGutc44YgTR6tMAAreZAFICJWse9CWClxpl4OM1GZl7_7uKP3x3W58_4B4u8RzI</recordid><startdate>200804</startdate><enddate>200804</enddate><creator>Cai Fang Song</creator><creator>Bao Cai Yin</creator><creator>Yan Feng Sun</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>200804</creationdate><title>Eyeglasses Eigenface Based Glasses-face Recognition</title><author>Cai Fang Song ; Bao Cai Yin ; Yan Feng Sun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-8dfc369bc00f12cd4361da8889995e31563a381e11b6ed55d1e55b9ef7d18063</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2008</creationdate><topic>Active contours</topic><topic>Face detection</topic><topic>Face recognition</topic><topic>Genetic algorithms</topic><topic>Glass</topic><topic>Image recognition</topic><topic>Image reconstruction</topic><topic>Lenses</topic><topic>Libraries</topic><topic>Skin</topic><toplevel>online_resources</toplevel><creatorcontrib>Cai Fang Song</creatorcontrib><creatorcontrib>Bao Cai Yin</creatorcontrib><creatorcontrib>Yan Feng Sun</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>Cai Fang Song</au><au>Bao Cai Yin</au><au>Yan Feng Sun</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Eyeglasses Eigenface Based Glasses-face Recognition</atitle><btitle>2008 IEEE International Conference on Networking, Sensing and Control</btitle><stitle>ICNSC</stitle><date>2008-04</date><risdate>2008</risdate><spage>1385</spage><epage>1390</epage><pages>1385-1390</pages><isbn>142441685X</isbn><isbn>9781424416851</isbn><eisbn>9781424416868</eisbn><eisbn>1424416868</eisbn><abstract>In this paper, a novel glasses-face recognition approach, eyeglasses eigenfaces, is proposed to recognize glasses-face, which treats eyeglasses as a feature of facial image. It overcomes the choke point of removing eyeglasses which used in previous glasses-face recognition methods. Considering the instability of eyeglasses as a facial feature, here we make use of 3D face synthesis method based on genetic algorithm to reconstruct virtual samples, enrich the sample library. It not only can be used in different pose, illumination and expression, but also provide a new thought-way for occlusion problem in face recognition. On CAS-PEAL face databases, our experimental results demonstrate that eyeglasses eigenfaces perform well.</abstract><pub>IEEE</pub><doi>10.1109/ICNSC.2008.4525435</doi><tpages>6</tpages></addata></record> |
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| subjects | Active contours Face detection Face recognition Genetic algorithms Glass Image recognition Image reconstruction Lenses Libraries Skin |
| title | Eyeglasses Eigenface Based Glasses-face Recognition |
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