  This paper presents a face recognition method based on a sequence of images.
Face shape is reconstructed from images using a combination of
structure-from-motion and multi-view stereo methods. The reconstructed 3D face
model is compared against models held in a gallery. The novel element in the
presented approach is the fact, that the reconstruction is based only on input
images and doesn't require a generic, deformable face model. Experimental
verification of the proposed method is also included.
