Title :
Real-time facial-feature tracking based on matching techniques and its applications
Author :
Sako, Hiroshi ; Whitehouse, Mark ; Smith, Anthony ; Sutherland, Alistair
Author_Institution :
Res. & Dev. Centre, Hitachi Europe Ltd., Dublin, Ireland
Abstract :
This paper describes a method of real-time facial-feature extraction which is based on matching techniques. The method is composed of facial-area extraction and mouth-area extraction using colour histogram matching, and eye-area extraction using template matching. By the combination of these methods, we can realize real-time processing, user-independent recognition and tolerance to changes of the environment. Also, this paper touches on neural networks which can extract characteristics for recognizing the shape of facial parts. The methods were implemented in an experimental image processing system, and we discuss the cases that the system is applied to man-machine interface using facial gesture and to sign language translation
Keywords :
Data mining; Face recognition; Feature extraction; Histograms; Image recognition; Neural networks; Samarium; Shape; Statistics; User interfaces;
Conference_Titel :
Pattern Recognition, 1994. Vol. 2 - Conference B: Computer Vision & Image Processing., Proceedings of the 12th IAPR International. Conference on
Conference_Location :
Jerusalem
Print_ISBN :
0-8186-6270-0
DOI :
10.1109/ICPR.1994.576928