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http://hdl.handle.net/10553/44037
| Title: | Multi-spectral information regarding face recognition | Authors: | Ticay-Rivas, Jaime R. Del Pozo-Baños, Marcos Travieso, Carlos M. Alonso, Jesús B. Ferrer, Miguel A. |
UNESCO Clasification: | 3307 Tecnología electrónica | Keywords: | Principal component analysis , Face , Feature extraction , Discrete cosine transforms , Discrete wavelet transforms , Databases , Support vector machines , Hyper-spectral Face Image , Face Verification , Pattern Recognition | Issue Date: | 2011 | Publisher: | 1071-6572 | Journal: | Proceedings - International Carnahan Conference on Security Technology | Conference: | 2011 IEEE International Carnahan Conference on Security Technology, ICCST 2011 | Abstract: | Recently, hyper-spectral facial image capturing techniques have opened a new door for creating innovative techniques aiming to improve these systems features. In our work, we have developed a verification approach based on Principal Component Analysis, and doing channel fusion (data fusion), in particular 5, 13, 14, 16, 24, 33, and 34 channels, reaching an Equal Error Rate of 97.37%; showing a good behavior of the kind of images. | URI: | http://hdl.handle.net/10553/44037 | ISBN: | 9781457709029 | ISSN: | 1071-6572 | DOI: | 10.1109/CCST.2011.6095933 | Source: | Proceedings - International Carnahan Conference on Security Technology[ISSN 1071-6572] (06095933) |
| Appears in Collections: | Actas de congresos |
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