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Age Sensitivity of Face Recognition Algorithms

Yassin, DK H. PHM, Hoque, Sanaul, Deravi, Farzin (2013) Age Sensitivity of Face Recognition Algorithms. In: 4th International Conference on Emerging Security Technologies (EST 2013),, 9-11 Sept 2013, Cambridge, UK. (doi:10.1109/EST.2013.8)

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http://dx.doi.org/10.1109/EST.2013.8

Abstract

This paper investigates the performance degradation of facial recognition systems due to the influence of age. A comparative analysis of verification performance is conducted for four subspace projection techniques combined with four different distance metrics. The experimental results based on a subset of the MORPH-II database show that the choice of subspace projection technique and associated distance metric can have a significant impact on the performance of the face recognition system for particular age groups.

Item Type: Conference or workshop item (Paper)
DOI/Identification number: 10.1109/EST.2013.8
Subjects: T Technology
Divisions: Faculties > Sciences > School of Engineering and Digital Arts
Faculties > Sciences > School of Engineering and Digital Arts > Image and Information Engineering
Depositing User: Tina Thompson
Date Deposited: 08 Oct 2014 09:47 UTC
Last Modified: 01 Aug 2019 10:37 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/43222 (The current URI for this page, for reference purposes)
Hoque, Sanaul: https://orcid.org/0000-0001-8627-3429
Deravi, Farzin: https://orcid.org/0000-0003-0885-437X
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