Wavelet transform application in human face recognition

1997 ◽  
Author(s):  
Qiang Meng ◽  
Wiley E. Thompson ◽  
Gerald M. Flachs ◽  
Jay B. Jordan
Keyword(s):  
Face Recognition ◽  
Wavelet Transform ◽  
Human Face ◽  
Human Face Recognition

Artificial human face recognition via Daubechies wavelet transform and SVM

2011 ◽  
Author(s):  
Manel Boukhris ◽  
Abdallah A. Mohamed ◽  
Darryl D'Souza ◽  
Marc Beck ◽  
Najoua Essoukri Ben Amara ◽  
...  
Keyword(s):  
Face Recognition ◽  
Wavelet Transform ◽  
Daubechies Wavelet ◽  
Human Face ◽  
Human Face Recognition

Face Recognition Based on Wavelet Neural Network

2011 ◽  
Vol 204-210 ◽  
pp. 216-219
Author(s):  
Hong Zhang
Keyword(s):  
Neural Network ◽  
Neural Networks ◽  
Face Recognition ◽  
Wavelet Transform ◽  
Recognition Rate ◽  
Human Face ◽  
Recognition Method ◽  
Human Face Recognition ◽  
The Face ◽  
Simulation Testing

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.

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