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文章基本信息

  • 标题:A Hybrid Face Detection System using combination of Appearance-based and Feature-based methods
  • 作者:Zahra Sadri Tabatabaie ; Rahmita Wirza Rahmat ; Nur Izura Binti Udzir
  • 期刊名称:International Journal of Computer Science and Network Security
  • 印刷版ISSN:1738-7906
  • 出版年度:2009
  • 卷号:9
  • 期号:5
  • 页码:181-185
  • 出版社:International Journal of Computer Science and Network Security
  • 摘要:Human face detection is preliminary required step of face recognition systems as well as a very important task in many applications, such as security access control systems, video surveillance, human computer interface and image database management. This paper intends to combine Viola and Jones face detection method with a color-based method to propose an improved face detection method. Experimental results show that our method efficiently decreased false positive rate and subsequently increased accuracy of the face detection system especially in complex background images. Also our proposed method considerably increased face detection speed.
  • 关键词:Face detection; Feature-based; Appearance-based; Skin color classification
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