Two-factor face authentication: Topographic Independent Component Analysis (TICA) and Multispace Random Projection (MRP)
A two-factor face authentication method is presented by using Topographic Independent Component Analysis (TICA) as feature extractor in conjunction with Multispace Random Projection (MRP). Instead of using face alone to access the system, a permissible access requires a pair of genuine face and vali...
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| Format: | Book Section |
| Language: | English |
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IEEE
2009
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| Subjects: | |
| Online Access: | http://shdl.mmu.edu.my/1932/ http://shdl.mmu.edu.my/1932/1/Two-factor%20face%20authentication%20%20%20Topographic%20Independent%20Component%20Analysis%20%28TICA%29%20and%20Multispace%20Random%20Projection%20%28MRP%29.pdf |
| _version_ | 1848789917601103872 |
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| author | Lee, Gin Chong Loo, Chu Kiong Chockalingam, Letchumanan |
| author_facet | Lee, Gin Chong Loo, Chu Kiong Chockalingam, Letchumanan |
| author_sort | Lee, Gin Chong |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | A two-factor face authentication method is presented by using Topographic Independent Component Analysis (TICA) as feature extractor in conjunction with Multispace Random Projection (MRP). Instead of using face alone to access the system, a permissible access requires a pair of genuine face and valid token in authentication mechanism. The formulation is revocable but not reversible and makes replacement effortlessly, hence, offers security reinforcement. Evaluations on TICA as feature extractor before and after MRP have been conducted in the forms of ROC curve, FAR, FRR and scores distribution. The performance of the system has been evaluated under a number of scenarios (normal, stolen token, and stolen face) using Facial Recognition Technology face images. |
| first_indexed | 2025-11-14T18:04:20Z |
| format | Book Section |
| id | mmu-1932 |
| institution | Multimedia University |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T18:04:20Z |
| publishDate | 2009 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-19322014-09-12T04:36:41Z http://shdl.mmu.edu.my/1932/ Two-factor face authentication: Topographic Independent Component Analysis (TICA) and Multispace Random Projection (MRP) Lee, Gin Chong Loo, Chu Kiong Chockalingam, Letchumanan T Technology (General) QA75.5-76.95 Electronic computers. Computer science A two-factor face authentication method is presented by using Topographic Independent Component Analysis (TICA) as feature extractor in conjunction with Multispace Random Projection (MRP). Instead of using face alone to access the system, a permissible access requires a pair of genuine face and valid token in authentication mechanism. The formulation is revocable but not reversible and makes replacement effortlessly, hence, offers security reinforcement. Evaluations on TICA as feature extractor before and after MRP have been conducted in the forms of ROC curve, FAR, FRR and scores distribution. The performance of the system has been evaluated under a number of scenarios (normal, stolen token, and stolen face) using Facial Recognition Technology face images. IEEE 2009-12 Book Section NonPeerReviewed text en http://shdl.mmu.edu.my/1932/1/Two-factor%20face%20authentication%20%20%20Topographic%20Independent%20Component%20Analysis%20%28TICA%29%20and%20Multispace%20Random%20Projection%20%28MRP%29.pdf Lee, Gin Chong and Loo, Chu Kiong and Chockalingam, Letchumanan (2009) Two-factor face authentication: Topographic Independent Component Analysis (TICA) and Multispace Random Projection (MRP). In: International Conference of Soft Computing and Pattern Recognition, 2009. SOCPAR '09. IEEE, pp. 756-761. ISBN 978-0-7695-3879-2 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5368670 doi:10.1109/SoCPaR.2009.153 doi:10.1109/SoCPaR.2009.153 |
| spellingShingle | T Technology (General) QA75.5-76.95 Electronic computers. Computer science Lee, Gin Chong Loo, Chu Kiong Chockalingam, Letchumanan Two-factor face authentication: Topographic Independent Component Analysis (TICA) and Multispace Random Projection (MRP) |
| title | Two-factor face authentication: Topographic Independent Component Analysis (TICA) and Multispace Random Projection (MRP) |
| title_full | Two-factor face authentication: Topographic Independent Component Analysis (TICA) and Multispace Random Projection (MRP) |
| title_fullStr | Two-factor face authentication: Topographic Independent Component Analysis (TICA) and Multispace Random Projection (MRP) |
| title_full_unstemmed | Two-factor face authentication: Topographic Independent Component Analysis (TICA) and Multispace Random Projection (MRP) |
| title_short | Two-factor face authentication: Topographic Independent Component Analysis (TICA) and Multispace Random Projection (MRP) |
| title_sort | two-factor face authentication: topographic independent component analysis (tica) and multispace random projection (mrp) |
| topic | T Technology (General) QA75.5-76.95 Electronic computers. Computer science |
| url | http://shdl.mmu.edu.my/1932/ http://shdl.mmu.edu.my/1932/ http://shdl.mmu.edu.my/1932/ http://shdl.mmu.edu.my/1932/1/Two-factor%20face%20authentication%20%20%20Topographic%20Independent%20Component%20Analysis%20%28TICA%29%20and%20Multispace%20Random%20Projection%20%28MRP%29.pdf |