Proc. 7th Int'l Conf. on Computer Analysis of Images and Patterns, CAIP'97, Kiel, Sep. 10-12, eds. G. Sommer, K. Daniilidis, and J. Pauli, number 1296 in series Lecture Notes in Computer Science, publ. Springer-Verlag, Heidelberg, pp. 480-487 (1997-09-10) (bibtex)

Phantom faces for face analysis.

Laurenz Wiskott

Abstract: The system presented here is a specialized version of a general object recognition system. Images of faces are represented by graphs, labeled with topographical information and local features. New graphs of faces are generated by an elastic graph matching procedure comparing the new face with a set of stored model graphs: the face bunch graph. The result of this matching process can be used to generate composite images of faces and to determine facial attributes represented in the face bunch graph, such as sex or the presence of glasses or a beard. The performance of the system is comparable to that of other systems.

Keywords: face analysis, sex discrimination, facial attributes, phantom faces, Gabor wavelets, elastic graph matching, bunch graph

Relevant Project:

November 13, 1996, Laurenz Wiskott,