Модификация алгоритма Viola-Jones на основе детектирования цвета кожи

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    02-Dec-2014

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  • 1. Viola-Jones

2. Viola-Jones Viola-Jones

3. Viola-Jones 4. Viola-Jones 5. Viola-Jones 6. Viola-Jones 7.

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  • 46 205
  • :
    • ( Scale )
    • ( default, alt, alt2, alt3 )
    • STDR (SkinToneDetection Rate)

Viola-Jones 8. Scale=1,3 Viola-Jones 149 23 STDR = 0,3 139 1 STDR = 0,5 115 2 9. Scale=1 Viola-Jones 171 32 STDR = 0,3 157 9 STDR = 0,5 135 5 STDR = 0,3 (Alt3) 133 4 10. Viola-Jones 11.

  • Nonparametric skin distribution modelling
    • Normalized lookup table (LUT)
    • Bayes classifier
    • Self Organizing Map (SOM)
  • Parametric skin distribution modelling
    • Single Gaussian
    • Mixture of Gaussians
    • Multiple Gaussian clusters
    • Elliptic boundary model
  • Dynamic skin distribution models

Viola-Jones