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一种基于颜色和形状的人脸检测方法 被引量:1

One Face Detection Method Based on Color and Shape
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摘要 提出了一种层次式的人脸综合检测方法。结合肤色和人脸椭圆形状来检测彩色图 像、复杂背景中人脸区域。最后通过人脸区域的内部灰度信息提取人脸特征,从而达到成 功 检测人脸的目的。 In this paper, a new integrative hierarchical face detection method is introduced. It uses skin color information and shape of ellipse to locate fa c e candidates. Besides these, the authors find face features such as eyes and m ou th through gray level information.Combining these factors this way has high d ete ction rate in colorful photos with complex background.
出处 《计算机工程》 CAS CSCD 北大核心 2003年第3期113-114,191,共3页 Computer Engineering
关键词 人脸检测 肤色定位 脸部特征抽取 颜色 形状 图象处理 计算机 Face detection Skin color location;Extraction of face features
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参考文献4

  • 1[1]Kapur J P. Face Detection in Color Images. http://www.ece.cmu.edu/~ jkapur/face.html
  • 2[2]Reinders M J T. Facial Feature Localization and Adaption of a Generic Face Nodel for Model-based Coding.Signal Processing:Image Commu- nication,1995,7(1):57-74
  • 3[3]Saber E, Tekalp A M. Frontal-view Face Detection and Facial Feature Extraction Using Color, Shape and Symmetry Based Cost Function. Patt, Recogn.Letters. 1998,19:669-680
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同被引文献6

  • 1Jebara T S,Russell K,Pentland A.Mixtures of Eigenfeatures for Real-Time Structure from Texture.In:Sixth International Conference on Computer Vision,1998.128-135
  • 2Terrillon J-C,David M,Akamatsu S.Automatic detection of human faces in natural scene images by use of a skin color model and of invariant moments.In:Proceedings of Third IEEE International Conference on Automatic Face and Gesture Recognition,1998.112-117
  • 3Garcia C,Tziritas G.Face detection using quantized skin color regions,merging and wavelet packet analysis.IEEE Transactions on Multimedia,1999,1:264-277
  • 4Marques F,Vilaplana V.A morphological approach for segmentation and tracking of human faces.In:Proceedings of the 15th International Conference on Pattern Recognition,2000,1:1064-1067
  • 5Tsapatsoulis N,Avrithis Y,Kollias S.Efficient face detection for multimedia applications.In:Proceedings of the International Conference on Image Processing,2000,2:247-250
  • 6de Dios J J,Garcia N.face detection based on a new color space YCgCr.In:Proceedings of International Conference on Image Processing,2003,3:909-912

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