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  • 标题:Efficient Image Classification using Data Mining
  • 本地全文:下载
  • 作者:Walid MOUDANI ; Abdel Rahman SAYED
  • 期刊名称:International Journal of Combinatorial Optimization Problems and Informatics
  • 印刷版ISSN:2007-1558
  • 电子版ISSN:2007-1558
  • 出版年度:2011
  • 卷号:2
  • 期号:1
  • 页码:27-44
  • 语种:English
  • 出版社:International Journal of Combinatorial Optimization Problems and Informatics
  • 其他摘要:Skin region detection plays an important role in a variety of applications such as face detection, adult image filtering and gesture recognition. We present some definitions about digital imaging or numerical imaging and also the several image preprocessing and normalization. In this paper, we will tackle with two sub-problems which is the skin detection and face detection. We will propose skin detection method and some realized works in this area. Thus, we will detail the methods proposed for the face detection and the related studies found in literature. We will finish, by showing and analyzing the results obtained from tests made on a base of colored images with a complex background and make comparison to similar works which demonstrate that our algorithm achieve good accuracy.
  • 关键词:Detection of skin color; classification; face detection; face model; Data mining
  • 其他关键词:Detection of skin color; classification; face detection; face model; Data mining.
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