Automatically assigned DDC number: 00637

Manually assigned DDC number: 00637

Number of references: 4

Title: The Role of Topographical Constraints in Face Recognition

Author:

Subject: Laurenz Wiskott The Role of Topographical Constraints in Face Recognition

Description: The role of topographical constraints for recognition performance is investigated systematically for the case of face recognition. Images are represented by rectangular graphs labeled with jets, based on a Gabor wavelet transform. Topographical constraints are varied between rigid and free matching. A comparison with two elastic graph matching algorithms is made. The simple methods and elastic graph matching perform comparably on easy galleries, i.e. different facial expression or 11 ffi rotation in depth. On a 22 ffi gallery, elastic graph matching performs significantly better. Keywords: face recognition, Gabor wavelet transform, topographical constraints. 1 Introduction One of the main problems in face recognition is to reliably find the face and its landmarks in the first place. In practical systems most of the effort goes into solving this task, while the actual recognition based on features extracted from these facial landmarks is only a minor last step. A typical approach ...

Contributor: The Pennsylvania State University CiteSeer Archives

Publisher: unknown

Date: 1998-12-15

Pubyear: 1999

Format: ps

Identifier: http://citeseer.ist.psu.edu/144675.html

Source: ftp://ftp.cnl.salk.edu/pub/wiskott/publications/Wis99a-Topography-PattRecLett.ps.gz

Language: en

Relation:

Relation:

Relation:

Relation:

Rights: unrestricted

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