Artificial human face recognition via Daubechies wavelet transform and SVM

Author(s):  
Manel Boukhris ◽  
Abdallah A. Mohamed ◽  
Darryl D'Souza ◽  
Marc Beck ◽  
Najoua Essoukri Ben Amara ◽  
...  
2011 ◽  
Vol 204-210 ◽  
pp. 216-219
Author(s):  
Hong Zhang

It's well known that the technology of human face recognition has become a hot topicin pattern recognition field. Though a lot of progress has been made by many researchersthese years, many key problems still have to be solved in order to popularize the application of face recognition because of the complexity of face recognition. The background, development and main methods of face recognition are introducedfirstly in this paper, then a face recognition method which is based on wavelet transform,KL transform and BP neural networks is used in the paper.Here the face feature extraction includes wavelet transform and KL transform.Moreover,the recognition classifier is BP neural networks.The simulation testing in the paper holds good recognition rate.


1997 ◽  
Author(s):  
Qiang Meng ◽  
Wiley E. Thompson ◽  
Gerald M. Flachs ◽  
Jay B. Jordan

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