New probability models for face detection and tracking in color images

Abstract:

This paper presents a skin-color model and an automatic face detection system on color images. Three probability distribution functions are proposed to model the skin color: flexible generalized skew-normal distribution, skew generalized normal distribution and Gaussian mixture model, over three color spaces: CbCr, HS and H. The best model is chosen to build a system for detection and tracking face, using color information. The algorithm has been tested on several sequences of color images. ©2007 IEEE.

Año de publicación:

2007

Keywords:

• face detection
• Skin color
• Skew-normal
• FLEXIBLE

Fuente:

scopus

google