期刊文献+

一种新的基于颜色恒常性的肤色分割算法 被引量:4

Skin color segmentation algorithm based on color constancy
下载PDF
导出
摘要 为了解决不同光照条件下的肤色分割问题,提出了一种新颖并且行之有效的解决方法。该方法先应用颜色恒常性算法对图像光照进行估计,根据光照估计的结果,在YCbCr颜色空间采用不同分布的高斯肤色模型,并利用动态阈值对图像进行分割。试验结果证明了算法的可行性和优越性。 In order to extract skin color under varying illumination,this paper introduces a novel and effective method.Firstly color constancy algorithm is used to estimate the illumination of the image,then different Gauss skin models are built according to different illuminations,and automatic-thresholding technique is used for skin-color segmentation.The experiment results show that it is feasible and rather successful.
出处 《计算机工程与应用》 CSCD 北大核心 2007年第17期82-84,88,共4页 Computer Engineering and Applications
基金 天津市自然科学基金(the Natural Science Foundation of Tianjin City of China under Grant No.05YFJMJC09200)
关键词 颜色恒常性 高斯模型 肤色分割 color constancy Gauss model skin segmentation
  • 相关文献

参考文献10

  • 1Yang M-H,Kriegman D,Ahuja N.Detecting face in images:a survey[J].IEEE Transaction on Pattern Analysis and Machine Intelligence,2002,24(1):34-58. 被引量:1
  • 2游亚平,李明,袁保宗.可变光照下的人脸检测[J].信号处理,2004,20(2):101-107. 被引量:9
  • 3Hsu R L,Abdel-Mottaleb M,Jain A K.Face detection in color images[J].IEEE Trans Pattern Analysis and Machine Intelligence,2002,24(5):696-706. 被引量:1
  • 4Qnan Huynh-Thu,Meguro M,Kaneko M.Skin-color extraction in images with complex background and varying illumination[C]//Proceedings of IEEE Workshop on Applications of Computer-Vision,USA,2002-12:280-285. 被引量:1
  • 5Martinkauppi B.Face colour under varying illumination-analysis and applications[D].University of Oulu,2002. 被引量:1
  • 6Forsyth D A.A novel algorithm for colour constancy[J].Computer Vision,1990,5(1):5-36. 被引量:1
  • 7Finlayson G,Hordley S.Improving gamut mapping color constancy[J].IEEE Transactions on Image Processing,2000,9(10):1774-1783. 被引量:1
  • 8Klinker G J,Shafer S A,Kanade T.A physical approach to color image understanding[J].International Journal of Computer Vision,1990.4(1):7-38. 被引量:1
  • 9Finlayson G,Hordley S,Hubel P M.Color by correlation:a simple,unifying framework for color constancy[J].IEEE Trans on Pattern Analysis And Machine Intelligence,2001,23(11):1209-1221. 被引量:1
  • 10Cai J,Goshtasby A.Detecting human faces in color images[J].Image and Vision Computing,1999,18:63-75. 被引量:1

二级参考文献10

  • 1Bernd Mensor,Michael Bruning,“Segmentation of Human Faces in Color Images Using Connected Operator”.In Proc.Seventh lEE Int.C0nf On Image Processing and its Applications IPA'99,1999. 被引量:1
  • 2Ming—Hsuan Yang,David J.Krieman,Narendra Ahuja,“Detecting Faces in Images:A survey”, IEEE,Transactions on Pauem Analysis and Machine Intelligence,Vol.24,No.1,Jan.2002. 被引量:1
  • 3Rein.Lien Hsu,Mohamed Abdel—Mottaleb,Anil K.Jain,“Face Detection in color Image”,IEEE Trans.Paaem Anlysis and Machine Intelligence,Vol.24,NO.5,May.2002. 被引量:1
  • 4C.Garcia and G—Tziritas,“Face Detection Using Quantized Skin Color Re3gions Merging and Wavelet Packet Analysis”.IEEE Trans.Multimedia,Vol.,No.3,pp.264-277.1999. 被引量:1
  • 5H.Wu,Q.Chen,and M.Yachida,“Face Detection fromColor Images Using Fuzzy Pattern Maching method”,IEEE Trans.Pa~em Analysis and Machine Intelligence,V01.2 1,No.6,PP.557-562,June 1 999. 被引量:1
  • 6Y.Wang and B.Yuan.“A Novel Approach for Human Face Detection from Color Image Under Complex Bacgroud”,PaRem Recognition.34:1983—1992.Oct2001. 被引量:1
  • 7J.A.Bilmes.“A Gentle Tutorial of the EM Algorithmand its Application to Estimation for Gaussian Mixtureand Hidden Markov Models”,Technical ReportTR-97—02 1,International Computer Science Institute,∥c.Berkele y,1 998. 被引量:1
  • 8Levkowitz.H,“Color Thory and Modeling for Computer Grarhics,Visualization,and Multimedia Application”,Boston:Kluwer Academic Publishers,1 997. 被引量:1
  • 9Aaron C Shumate,Hui Li,“Color Balancing in Digital Cameras”,http:Hise.stanford.edu/class/phych.221/00/trek/. 被引量:1
  • 10阿尔文 R 蒂利 朱涛译.“人体工程学图解”[M].中国建筑工业出版社,1998.. 被引量:1

共引文献8

同被引文献40

引证文献4

二级引证文献56

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