Application of neural networks with CSD coefficients for human face recognition

Neural Networks have been widely used in face recognition as a reliable classifier. In the proposed method, neural network classifier with CSD coefficients is used to speed up the recognition system. The FPGA implementation of the proposed method indicates that the high speed recognition can be achi...

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Bibliographische Detailangaben
Hauptverfasser: Parvin, A., Ahmadi, M., Muscedere, R.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
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Beschreibung
Zusammenfassung:Neural Networks have been widely used in face recognition as a reliable classifier. In the proposed method, neural network classifier with CSD coefficients is used to speed up the recognition system. The FPGA implementation of the proposed method indicates that the high speed recognition can be achieved by using neural network classifier with CSD coefficients while maintaining good recognition rate.
ISSN:0271-4302
2158-1525
DOI:10.1109/ISCAS.2013.6572174