Proceedings of the IEEK Conference (대한전자공학회:학술대회논문집)

The Institute of Electronics and Information Engineers (대한전자공학회)
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Skin Color Detection Based on Partial Connections of MLP

부분연결을 사용한 MLP에 기반을 둔 피부색 검출

  • Kim, Sung-Hoon (The Department of Computer Engineering, Kyung-Hee University) ;
  • Lee, Hyon-Soo (The Department of Computer Engineering, Kyung-Hee University)
  • Published : 2008.06.18
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Abstract

This paper propose skin color detection that uses MLP(Multi Layer Perceptron) and multiple color models. The proposed method reduces weight of MLP by partial connection between input layer and hidden layer based on color models, and the using color models are RGB model and YCbCr model. The experimental result for proposed method showed 94% classification rate of skin and non-skin pixels with 32% decrease in the number of weight compare to general MLP on the average.

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