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Intelligent Engineering Systems through Artificial Neural Networks, Volume 20

Cihan H. Dagli
Cihan H. Dagli
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ASME Press
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This paper presents an eye and mouth detection technique based on an appropriate combination of existing, modified, and newly developed algorithms. In particular, the proposed technique combines a color-based approach that uses a set of geometric constraints for mouth and eye detection, a histogram-based technique for face detection, and a classification stage for eye detection verification. Part of the innovation of the proposed approach is the combination of the different algorithms in a manner that reduces processing time and increases effectiveness. Experimental results demonstrate the contribution of the different stages to the overall technique.

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