Comparison of feature extraction techniques for face verification using elastic graph matching on low-power mobile devices
This paper considers biometric face verification using elastic graph matching, fulfilling the requirements for mobile devices regarding performance, low complexity, and low-power consumption. Two feature extraction techniques are compared. A modified technique based on normalized mathematical morpho...
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| creator | Nagel, J.-L. Stadelmann, P. Ansorge, M. Pellandini, F. |
| description | This paper considers biometric face verification using elastic graph matching, fulfilling the requirements for mobile devices regarding performance, low complexity, and low-power consumption. Two feature extraction techniques are compared. A modified technique based on normalized mathematical morphological features is introduced, that results in performances comparable to ones achieved with Gabor features, however, with a substantially lower computational complexity. |
| doi_str_mv | 10.1109/EURCON.2003.1248220 |
| format | Conference Proceeding |
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| identifier | ISBN: 078037763X |
| ispartof | The IEEE Region 8 EUROCON 2003. Computer as a Tool, 2003, Vol.2, p.365-369 vol.2 |
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| language | eng |
| recordid | cdi_ieee_primary_1248220 |
| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Biometrics Cameras Communication system security Computational complexity Data security Feature extraction Information security Mobile handsets Personal digital assistants Wireless sensor networks |
| title | Comparison of feature extraction techniques for face verification using elastic graph matching on low-power mobile devices |
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