Title :
Face Recognition by Optical Correlation using 3D Filter
Author :
Farhat, Mona ; Al Falou, Ayman ; Hamam, Habib
Author_Institution :
Inst. Superieure d´´Electronique et du Numerique BREST
Abstract :
Shape 3D recognition rose up recently a big interest. An increasing number of applications has been launched in this theme. In this paper we propose and describe a robust method based on a 3D filter concept to recognize a 3D color human face. This method coming from 3D image processing in optics image processing is investigated, namely 3D multidecision correlation for pattern recognition forms. For this technique and in order to approve decisions using a correlation technique, we propose an optimisation of correlation filters. This optimisation is carried out by taking into account spectrum phases of several references (several position) which are used to realize one 3D multidecision correlation filter
Keywords :
face recognition; filtering theory; optical correlation; 3D color human face; 3D filter; 3D multidecision correlation; correlation filter optimisation; face recognition; optical correlation; optics image processing; pattern recognition; shape 3D recognition; spectrum phases; Correlators; Face recognition; Humans; Image processing; Image recognition; Optical filters; Optical modulation; Optical sensors; Optical signal processing; Shape; 3D face recognition; image processing; optical correlation;
Conference_Titel :
Information and Communication Technologies, 2006. ICTTA '06. 2nd
Conference_Location :
Damascus
Print_ISBN :
0-7803-9521-2
DOI :
10.1109/ICTTA.2006.1684617