DocumentCode :
3238549
Title :
Holographic technology applied to face location and identification
Author :
Peniche-Ruiz, Larissa J. ; E, Pedro R Mendoza ; Elías, Raúl Pinto
fYear :
1999
fDate :
1999
Firstpage :
469
Lastpage :
473
Abstract :
Holographic technology has been successfully applied on a number of applications in the fields of pattern recognition and prediction. A short review of the face recognition problem introduces one to the fundamental aspects of holographic technology, which are briefly discussed so that their similarities and differences from typical neural nets are shown. Some of the applications of this tool are mentioned in this paper. The image base used is of 31 images of 10 different faces with different facial expressions (happiness, anger and sadness). Data describing these human faces is explained including the sets of data for supervised training and generalization of the holographic cell. The results of applying this technology to face location, for this data set, show that performance is well above 99% accuracy which supports holographic cells as a sound tool for pattern recognition
Keywords :
face recognition; generalisation (artificial intelligence); gesture recognition; holography; learning (artificial intelligence); neural nets; face identification; face location; face recognition; facial expressions; generalization; holographic cell; holographic technology; images; supervised training; Artificial intelligence; Computer vision; Face detection; Face recognition; Holography; Humans; Neural networks; Pattern recognition; Robot sensing systems; Robot vision systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence and Multimedia Applications, 1999. ICCIMA '99. Proceedings. Third International Conference on
Conference_Location :
New Delhi
Print_ISBN :
0-7695-0300-4
Type :
conf
DOI :
10.1109/ICCIMA.1999.798576
Filename :
798576
Link To Document :
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