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Robust face recognition based on motion pursuit

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4 Author(s)
Ruoyu Roy Wang ; Beckman Inst. for Adv. Sci. & Technol., Illinois Univ., Urbana, IL, USA ; Huang, T. ; Stubler, P. ; Mehrotra, R.

Robust face recognition is an important research area that has a great impact in the field of surveillance and human-computer interactions in general. This paper addresses how the concept of motion pursuit can bridge the alignment information with imagery similarities to form a joint decision for the purpose of robust face recognition. More explicitly, we perform multi-scale correspondence matching in a wavelet domain and utilize a simple motion measure in conjunction with wavelet response matching to form a discriminative face similarity measure. We demonstrate the efficacy of the proposed approach with a large consumer image database of diverse image capture conditions.

Published in:

Multimedia and Expo, 2002. ICME '02. Proceedings. 2002 IEEE International Conference on  (Volume:2 )

Date of Conference:

2002

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