The Extension of Statistical Face Detection to Face Tracking
CRV '04 Proceedings of the 1st Canadian Conference on Computer and Robot Vision
Real-time object tracking using bounded irregular pyramids
Pattern Recognition Letters
A wavelet subspace method for real-time face tracking
Real-Time Imaging
Optimization of the texture-geometric image model for estimation of the face parameters
Automation and Remote Control
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Abstract: In this article we present a new method for visual face tracking that is carried out in wavelet subspace. Firstly, a wavelet representation for the face template is created, which spans a low-dimensional subspace of the image space. The video sequence frames where the face is tracked are then orthogonally projected into this low-dimensional subspace. This can be done efficiently through a small number of applications of the wavelet filters. All further computations are performed in wavelet subspace, which is isomorphic to the image subspace spanned by the sets of wavelets in the representation. Robustness w.r.t. facial expression and affine deformations, as well as the efficiency of our method, are demonstrated in various experiments.