We present Face3, a system for the automatic recognition of people using 2D and 3D images. The system implements several innovative algorithms. A full 3D face detector allows the detection of faces regardless their pose and orientation in the scene. A face restoration module allows the recognition even in presence of occlusions. The recognition is performed using a fusion of 2D and 3D data. Finally, in order to relax the hardware constraints, a simplification algorithm is used to reduce the data complexity of the 3D face models.
Colombo, A., Cusano, C., Schettini, R. (2007). Face3 a 2D+3D robust face recognition system. In Proceedings - 14th International conference on Image Analysis and Processing, ICIAP 2007 (pp.393-398) [10.1109/ICIAP.2007.4362810].
Face3 a 2D+3D robust face recognition system
COLOMBO, ALESSANDRO;CUSANO, CLAUDIO;SCHETTINI, RAIMONDO
2007
Abstract
We present Face3, a system for the automatic recognition of people using 2D and 3D images. The system implements several innovative algorithms. A full 3D face detector allows the detection of faces regardless their pose and orientation in the scene. A face restoration module allows the recognition even in presence of occlusions. The recognition is performed using a fusion of 2D and 3D data. Finally, in order to relax the hardware constraints, a simplification algorithm is used to reduce the data complexity of the 3D face models.
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