Eye identification for face recognition with neural networks

Age J. Eide; Christer Jahren; Stig Jorgensen; Thomas Lindblad; Clark S. Lindsey; Kare Osterud

doi:10.1117/12.235925

22 March 1996 Eye identification for face recognition with neural networks

Age J. Eide, Christer Jahren, Stig Jorgensen, Thomas Lindblad, Clark S. Lindsey, Kare Osterud

Proceedings Volume 2760, Applications and Science of Artificial Neural Networks II; (1996) https://doi.org/10.1117/12.235925
Event: Aerospace/Defense Sensing and Controls, 1996, Orlando, FL, United States

Abstract

The problem of facial recognition from grey-scale video images is approached using a two- stage neural network implemented in software. The first net finds the eyes of a person and the second neural network uses an images of the area around the eyes to identify the person. In a second approach the first network is implemented in hardware using the IBM ZISC036 RBF- chip to increase processing speed. Other implementations in hardware are also discussed, and includes preprocessing using wavelet (packet) transforms.

Citation Download Citation

Age J. Eide, Christer Jahren, Stig Jorgensen, Thomas Lindblad, Clark S. Lindsey, and Kare Osterud "Eye identification for face recognition with neural networks", Proc. SPIE 2760, Applications and Science of Artificial Neural Networks II, (22 March 1996); https://doi.org/10.1117/12.235925

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