%0 Journal Article %F Kervrann98a %A Kervrann, C. %A Davoine, F. %A Pérez, P. %A Li, H. %A Forcheimer, R. %A Labit, C. %T Generalized likelihood ratio-based face detection and extraction of mouth features %J Pattern Recognition Letters %V 18 %N 9 %P 899-912 %X We describe a system to detect the speaker's face and mouth in videophone sequences. A statistical scheme based on a subspace method is described for detecting and tracking faces under varying poses. A matching criterion based on a Generalized Likelihood Ratio is optimized efficiently with respect to a perspective transformation using a coarse-to-fine search strategy combined with a simulated annealing algorithm. Moreover, we analyze the amplitude projections around the speaker's mouth to describe the shape of the lips. All computations are performed on lossy H263-coded images. The proposed algorithms are well-suited to a further real-time implementation %U http://www.irisa.fr/vista/Papers/1997_prl_kervrann.pdf %D 1998