Proc. Int'l Workshop on Automatic Face- and Gesture- Recognition, IWAFGR'95, Zurich, June 26-28, ed. Martin Bichsel, publ. MultiMedia Laboratory, University of Zurich, pp. 92-97 (1995) (bibtex,,, paper)

Face recognition and gender determination.

Laurenz Wiskott, Jean-Marc Fellous, Norbert Krüger, and Christoph von der Malsburg

Abstract: The system presented here is a specialized version of a general object recognition system. Images of faces are represented as graphs, labeled with topographical information and local templates. Different poses are represented by different graphs. New graphs of faces are generated by an elastic graph matching procedure comparing the new face with a set of precomputed graphs: the "general face knowledge". The final phase of the matching process can be used to generate composite images of faces and to determine certain features represented in the general face knowledge, such as gender or the presence of glasses or a beard. The graphs can be compared by a similarity function which makes the system efficient in recognizing faces.

Keywords: labeled graphs, elastic graph matching, face recognition, different poses, object adapted graphs, fusion of 2-D views, gender determination, beard and glasses detection, phantom faces

Relevant Projects:

May 7, 1996, Laurenz Wiskott,