Modular Approach for Face Recognition System Using Multilevel Haar Wavelet Transform, Improved PCA and Enhanced Back Propagation Neural Network

Provided by: International Journal of Computer Applications
Topic: Security
Format: PDF
With rapidly developing technology, it is important to invent an efficient and effective security system that will help to detect unauthorized access on any system. Hence it is essential necessary to implement a highly secure, economic and reliable face recognition system to enable the protection of computer systems from unauthorized access. So, in this paper a fast efficient approach is proposed for the recognition of human faces. Thus, firstly Haar wavelet transform is implemented for multilevel decomposition of face image into several subband images.

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