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Face recognition by elastic bunch graph matching Wiskott, L.; Fellous, J.-M.; Kuiger, N.; von der Malsburg, C. Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume 19, Issue 7, Jul 1997 Page(s):775 - 779 Digital Object Identifier 10.1109/34.598235 Summary:We present a system for recognizing human faces from single images out of a large database containing one image per person. Faces are represented by labeled graphs, based on a Gabor wavelet transform. Image graphs of new faces are extracted by an elastic graph matching process and can be compared by a simple similarity function. The system differs from the preceding one (Lades et al., 1993) in three respects. Phase information is used for accurate node positioning. Object-adapted graphs are used to handle large rotations in depth. Image graph extraction is based on a novel data structure, the bunch graph, which is constructed from a small get of sample image graphs » View citation and abstract



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