An Active Illumination and Appearance (AIA) Model for Face Alignment |
Fatih Kahraman, Muhittin Gokmen, Sune Darkner, Rasmus Larsen
|
| Abstract | Face recognition systems are typically required to work
under highly varying illumination conditions. This leads
to complex effects imposed on the acquired face image that
pertains little to the actual identity. Consequently, illumination
normalization is required to reach acceptable recognition
rates in face recognition systems. In this paper, we
propose an approach that integrates the face identity and
illumination models under the widely used Active Appearance
Model framework as an extension to the texture model
in order to obtain illumination-invariant face localization |
| Keywords | faces, aam, illumination, shape, texture |
| Type | Conference paper [With referee] |
| Conference | Proceedings of the CVPR 2007, IEEE Computer Society Workshop on Biometrics |
| Year | 2007 Month June |
| Publisher | IEEE Computer Society |
| Electronic version(s) | [pdf] |
| BibTeX data | [bibtex] |
| IMM Group(s) | Image Analysis & Computer Graphics |