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3D model enhanced face recognition

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2 Author(s)
Wen Yi Zhao ; Sarnoff Corp., Princeton, NJ, USA ; Chellappa, R.

A personal identification system based on the analysis of frontal or profile images of the face has applications in human-computer interfaces, access control, surveillance etc. Among many practical face recognition schemes, image based approaches are possibly the most promising ones. However, the 2D images/patterns of 3D face objects can change dramatically due to lighting and viewing variations. In this paper, we propose a generic 3D model to enhance existing face recognition systems. More specifically, we use a 3D model to synthesize the so-called prototype image from a given image acquired under different lighting and viewing conditions

Published in:

Image Processing, 2000. Proceedings. 2000 International Conference on  (Volume:3 )

Date of Conference:

2000