In this paper we will describe a system for recognizing people based on the 3D reconstruction of their faces. The system consists of four parts: acquisition of an implicit representation of 3D data (phase image) from a double CCD camera; reconstruction of the explicit 3D and color face (XYZ surface and LUV data); extraction of significant features; classification and recognition of the face, and identification of the person.
Arrighetti, S., Guanziroli, S., Ottaviani, E., Mauri, G., Zoppis, I., Schettini, R., et al. (2002). 3D data acquisition and elaboration for classification and recognition of objects and people. In Proceedings - 1st International Symposium on 3D Data Processing Visualization and Transmission, 3DPVT 2002 (pp.668-671). Institute of Electrical and Electronics Engineers Inc. [10.1109/TDPVT.2002.1024137].
3D data acquisition and elaboration for classification and recognition of objects and people
MAURI, GIANCARLO;ZOPPIS, ITALO FRANCESCO;SCHETTINI, RAIMONDO;
2002
Abstract
In this paper we will describe a system for recognizing people based on the 3D reconstruction of their faces. The system consists of four parts: acquisition of an implicit representation of 3D data (phase image) from a double CCD camera; reconstruction of the explicit 3D and color face (XYZ surface and LUV data); extraction of significant features; classification and recognition of the face, and identification of the person.
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