Similarity Measures for Face Recognition

Other Distances for Face Recognition

Author(s): Enrico Vezzetti and Federica Marcolin

Pp: 57-67 (11)

DOI: 10.2174/9781681080444115010008

* (Excluding Mailing and Handling)

Abstract

Other distances are employed for face recognition, but their usage within the field is less preponderant than the previous ones. This chapter collects these measures, which are known as bottleneck, Procrustes, Earth mover’s, and Bhattacharyya distances. A subsection dealing with performances is only presented for the Bhattacharyya distance, which, although a non-extensive application in the field of face recognition, is one of the most efficient measures of the branch.


Keywords: Bottleneck distance, Procrustes distance, Earth mover’s distance, transport distance, Bhattacharyya distance.

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