A biometric verification system based on the fusion of palmprint and face features
This paper presents a bimodal biometric verification system for physical access control based on the features of the palmprint and the face. The system tries to improve the verification results of unimodal biometric systems based on palmprint or facial features by integrating them using fusion at th...
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| creator | Ribaric, S. Fratric, I. Kis, K. |
| description | This paper presents a bimodal biometric verification system for physical access control based on the features of the palmprint and the face. The system tries to improve the verification results of unimodal biometric systems based on palmprint or facial features by integrating them using fusion at the matching-score level. The verification process consists of image acquisition using a scanner and a camera, palmprint recognition based on the principal lines, face recognition with eigenfaces, fusion of the unimodal results at the matching-score level, and finally, a decision based on thresholding. The experimental results show that fusion improves the equal error rate by 0.74% and the minimum total error rate by 1.72%. |
| doi_str_mv | 10.1109/ISPA.2005.195376 |
| format | Conference Proceeding |
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The experimental results show that fusion improves the equal error rate by 0.74% and the minimum total error rate by 1.72%.</description><subject>Biometrics</subject><subject>Cameras</subject><subject>Error analysis</subject><subject>Face recognition</subject><subject>Facial features</subject><subject>Fingerprint recognition</subject><subject>Geometry</subject><subject>Image recognition</subject><subject>Signal processing algorithms</subject><subject>Spatial databases</subject><issn>1845-5921</issn><isbn>953184089X</isbn><isbn>9789531840897</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2005</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNotjk1LAzEYhAMqWGvvgpf8gV3zJptsclyK2kJB8QO8lWzyBiPdbtmkQv-9EZ3LM8PAMITcAKsBmLlbvz53NWdM1mCkaNUZuSoE3TBtPs7JrDhZScPhkixS-mJFwijQfEZeOtrHccA8RUe_cYohOpvjuKfplDIOtLcJPS05fyINx_RbjYEe7G44THGfqd17GqwrJdp8nDBdk4tgdwkX_5yT94f7t-Wq2jw9rpfdpnKc81z1TgU0KhhhgTEdeimMcNh63TTee-cUqt63igXZenBGg28UF8h0LxgHJ-bk9m83IuK2nBnsdNqC5MClFD9RrVB1</recordid><startdate>2005</startdate><enddate>2005</enddate><creator>Ribaric, S.</creator><creator>Fratric, I.</creator><creator>Kis, K.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>2005</creationdate><title>A biometric verification system based on the fusion of palmprint and face features</title><author>Ribaric, S. ; Fratric, I. ; Kis, K.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c222t-bc6fe96f93a1008fb5393ce7d844dddcc6e6bd760f57d1c981d4623e08b3021c3</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2005</creationdate><topic>Biometrics</topic><topic>Cameras</topic><topic>Error analysis</topic><topic>Face recognition</topic><topic>Facial features</topic><topic>Fingerprint recognition</topic><topic>Geometry</topic><topic>Image recognition</topic><topic>Signal processing algorithms</topic><topic>Spatial databases</topic><toplevel>online_resources</toplevel><creatorcontrib>Ribaric, S.</creatorcontrib><creatorcontrib>Fratric, I.</creatorcontrib><creatorcontrib>Kis, K.</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>Ribaric, S.</au><au>Fratric, I.</au><au>Kis, K.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>A biometric verification system based on the fusion of palmprint and face features</atitle><btitle>ISPA 2005. Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis, 2005</btitle><stitle>ISPA</stitle><date>2005</date><risdate>2005</risdate><spage>12</spage><epage>17</epage><pages>12-17</pages><issn>1845-5921</issn><isbn>953184089X</isbn><isbn>9789531840897</isbn><abstract>This paper presents a bimodal biometric verification system for physical access control based on the features of the palmprint and the face. The system tries to improve the verification results of unimodal biometric systems based on palmprint or facial features by integrating them using fusion at the matching-score level. The verification process consists of image acquisition using a scanner and a camera, palmprint recognition based on the principal lines, face recognition with eigenfaces, fusion of the unimodal results at the matching-score level, and finally, a decision based on thresholding. 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| ispartof | ISPA 2005. Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis, 2005, 2005, p.12-17 |
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| language | eng |
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| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Biometrics Cameras Error analysis Face recognition Facial features Fingerprint recognition Geometry Image recognition Signal processing algorithms Spatial databases |
| title | A biometric verification system based on the fusion of palmprint and face features |
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