Conference
ICA filters for lighting invariant face recognition
Abstract
The use of ICA (independent component analysis) for the construction of filters for lighting invariant face recognition is investigated. ICA is used to provide filters which are applied as a pre-processing step to a low dimensional PCA subspace representation of the databases. Test faces imaged under varying illumination from a face database are classified using a support vector classifier. The ICA pre-filter recognition results are compared …
Authors
Fortuna J; Capson D
Volume
1
Pagination
pp. 334-337 Vol.1
Publication Date
8 2004
DOI
10.1109/ICPR.2004.1334120
Conference proceedings
Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.