期刊文献+

肤色信息在人脸检测中的应用 被引量:2

Application of Skin Color Information in Face Detection
下载PDF
导出
摘要 基于肤色信息的人脸检测方法能快速获得所有可能的候选人脸,把经过光线补偿处理后的彩色图像从RGB转换到YCbCr色彩空间,根据实验获得的最佳阈值进行肤色分割,快速获得所有可能的候选人脸。对候选人脸作形态学处理及人脸区域标定,最终确定人脸区域。实验结果表明,基于肤色的人脸检测方法能快速的区分人脸区域和背景区域,将人脸区域标定在一个白色的矩形框内,具有良好的检测效果。 Face detection method which base on skin color information can quickly obtain all the possible candidate faces. In this paper, the color images after light compensation are changed from RGB to YCbCr color space. Based on experiment, the best threshold is obtained. Then skin color segmentation is carried out and obtains all the possible candidate faces quickly. Morphologically process candidate faces and locate the face regions, and finally find the face regions. The result of experiment shows that the face detection method which is base on skin color can quickly distinguish face region from background region and can mark the face region into a white rectangular frame, which has excellent detection effect.
作者 王红 韩宇星
出处 《计算技术与自动化》 2008年第4期87-90,共4页 Computing Technology and Automation
关键词 人脸检测 肤色模型 肤色采集 肤色分割 face detection skin model skin collection skin segmentation
  • 相关文献

参考文献5

  • 1张会森,王映辉.人脸识别技术[J].计算机工程与设计,2006,27(11):1923-1928. 被引量:18
  • 2刘艳丽,赵跃龙.人脸识别技术研究进展[J].计算机工程,2005,31(3):10-11. 被引量:19
  • 3陈莉,等.一种基于颜色和几何特征的人脸检测方法[D].四川大学,2005:80-82.
  • 4陈雅彬,张立毅,黄仕明.基于肤色分割和椭圆匹配的人脸检测方法[D].太原理工大学,2007:198-199.
  • 5周敬利,等.基于肤色分割、区域分析和模板分布的人脸检测研究[D].华中科技大学,2006,3:16-19.

二级参考文献46

  • 1陈粟,倪林.一种特征脸分析和小波变换相结合的人脸识别方法[J].计算机应用,2004,24(10):75-77. 被引量:11
  • 2Tefas A, Kotropoulos C, Pitas I. Using Support Vector Machines to Enhance the Performance of Elastic Graph Matching for Face Authentication. IEEE Trans. on Pattern Analysis and Machine Intelligence,2001, 23(7): 735-746
  • 3Yang M H. Face Recognition Using Kernel Methods. Advances in NIPS, 2002, 14(23)
  • 4Baek K, Draper B A, Beveridge J R, et al. PCA vs. ICA: A Comparison on the FERET Data Set. CVPRIP in Conjunction with the 6th JCIS, Durham, North Carolina, 2002-03-08
  • 5Samaria F, Harter A. Parametrisation ofa Stochastic Model for Human Face Identification. In: Proceedings of IEEE Workshop on Applications on Computer Vision, 1994
  • 6Lu X, Wang Y, Jain A K. Combining Classifiers for Face Recognition.Proc. ICME 2003, IEEE International Conference on Multimedia &Expo, Baltimore, MD, 2003-07-06, Ⅲ:13-16
  • 7Lee W S,Thalmann N M.Fast head modeling for animation[J].Journal Image and Vision Computing,2000,18(4):355-364.
  • 8Pighin F,Hecker J,Lischinski D,et al.Synthesizing realistic facial expressions from photographs[A].Proceedings of Sigg Raph'98[C].Orlando:ACM Press,1998.75-84.
  • 9Guenter B,Grimm C,Wood D,et al.Making faces[A].Proceedings of SiggRaph'98[C].Orlando:ACM Press,1998.55-66.
  • 10Lu X G,Zhou J,Zhang C S.A novelalgorithm for rotated human face detection[A].Proc IEEE Conferenceon Computer Visionand Pattern Recognition[C].Hilton Head Island,South Carolina,USA:2000.760-764.

共引文献33

同被引文献23

  • 1张娜.图像增强技术的研究[J].计算机仿真,2007,24(1):192-195. 被引量:24
  • 2武妍,项恩宁.动态权值预划分实值Adaboost人脸检测算法[J].计算机工程,2007,33(3):208-209. 被引量:12
  • 3冈萨雷斯.数字图像处理[M].阮秋琦,阮宇智,译.2版.北京:电子工业出版社,2007:427.
  • 4Freund Y.Boosting a weak learning algorithm by majority[J].Information and Computation, 1995,121(2) :256-285.
  • 5Viola P, Jones M.Rapid object detection using a Boosted cascade of simple features[C]//Proceedings of the Conference of the IEEE CVPR,2001:511-518.
  • 6Lienhart R, Maydt J.An extended set of Haar-like features for rapid object detection[C]//Proceedings of the Conference of the IEEE ICIP 2002,2002:900-903.
  • 7De Dios J, Garcia N.Face detection based on a new color space YC8Cr[C]//Proceedings of International Conference on Im- age Processing, 2003,2: 909-912.
  • 8盛光磊,王世卿,张俭鸽.基于肤色的复杂背景条件下的人脸检测[J].微计算机信息,2007,23(03X):292-293. 被引量:4
  • 9Yang G.Human Face Detection in a Complex Back- ground.[J]Pattern Recognition. 1994,27( 10):53-63.
  • 10Hao Li,Hai-Bin Duan,Xiang-Yin Zhang. A novel image template matching based on particlc filtering optimiza- tion[J]. Pattern Recognition Letters. 2009 (13).

引证文献2

二级引证文献12

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部