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一种适用于人脸检测具有强聚类能力的新颜色空间YCH

, PP. 501-505

Keywords: 人脸检测,颜色空间,YCH,自适应变换

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Abstract:

利用肤色信息检测人脸是一种快速而有效的方法,但选取合适的颜色空间是一个十分棘手的问题。文中提出一种自适应颜色空间YCH,将最常用颜色空间的优点融合到一个新的简单的非线性变换,其中所有的变换系数都能根据人脸图像中每个像素自身的特性自动调整,因而可有效消除影响肤色与非肤色分类结果的各种不利因素。实验结果表明提出的颜色空间对各类人脸图像都有很强的聚类能力。

References

[1]  Yang M H,Kriegman D I,Ahuja N.Detecting Faces in Images: A Survey.IEEE Trans on Pattern Analysis and Machine Intelligence,2002,24 (1): 34-58
[2]  Tsao W K,Lee A J T,Liu Y H,et al.A Data Mining Approach to Face Detection.Pattern Recognition,2010,43(3): 1039-1049
[3]  Manders C,Farbiz F,Herng C J.The Effect of Linearization of Range in Skin Detection // Proc of the 6th International Conference on Information,Communications Signal Processing.Singapore,Singapore,2007: 1-5
[4]  Chaves-Gonzalez J M,Vega-Rodriguez M A,Gomez-Pulido J A,et al.Detecting Skin in Face Recognition Systems: A Colour Spaces Study.Digital Signal Processing,2010,20(3): 806-823
[5]  Hsu R L,Abdel-Mottaleb M,Jain A K.Face Detection in Color Images.IEEE Trans on Pattern Analysis and Machine Intelligence,2002,24(5): 696-706
[6]  Zhang Xuewu,Liang Lingyan,Duan Dunqin,et al.A Novel Method of Face Detection Based on Fusing YCbCr and HIS Color Space // Proc of the IEEE International Conference on Automation and Logistics.Shenyang,China,2009: 831-835
[7]  Yang Jian,Liu Chengjun,Zhang Lei.Color Space Normalization: Enhancing the Discriminating Power of Color Spaces for Face Recognition.Pattern Recognition,2010,43(4): 1454-1466
[8]  Hanbury A.Constructing Cylindrical Coordinate Colour Spaces.Pattern Recognition Letters,2008,29(4): 494-500
[9]  Shafer S A.Using Color to Separate Reflection Components.Color Research Application,1985,10(4): 210-218
[10]  Phung S L,Bouzerdoum A,Chai D.Skin Segmentation Using Color Pixel Classification: Analysis and Comparison.IEEE Trans on Pattern Analysis and Machine Intelligence,2005,27(1): 148-154

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