Institute of Information Theory and Automation

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Bibliography

Conference Paper (international conference)

Assessment of Time-Lapse in Visible and Thermal Face Recognition

Farokhi S., Shamsuddin S. M., Flusser Jan, Sheikh U. U.

: Proc. WASET Int'l. Conf. Machine Learning and Pattern Recognition ICMLPR'12, p. 578-583

: International Conference on Machine Learning and Pattern Recognition ICMLPR'12, (Kuala Lumpur, MY, 19.02.2012-21.02.2012)

: GAP103/11/1552, GA ČR

: Face recognition, Zernike moments, infrared imaging

: http://library.utia.cas.cz/separaty/2012/ZOI/flusser-assessment of time-lapse in visible and thermal face recognition.pdf

(eng): Automatic face recognition is a challenging task due to variations in time, illumination and pose. In this paper, the influence of time-lapse on visible and thermal images is examined. Orthogonal moment invariants are used as a feature extractor to analyze the effect of time-lapse on thermal and visible images and the results are compared with conventional Principal Component Analysis.

: JD

2019-01-07 08:39