期刊文献+

基于YCgCr颜色空间的光照自适应的肤色区域检测 被引量:7

Illumination adaptive skin color region detection based on YCgCr color space
在线阅读 下载PDF
导出
摘要 为了校正由于光源颜色变化而引起的图像色彩的偏差,在RGB颜色空间基于GrayW orld假设,采用颜色平衡方法对输入的彩色图像进行颜色校正;为了有效地检测彩色图像中的肤色区域,采用了新颜色空间YCgCr,并在该颜色空间建立了联合亮度信息和Cg-Cr色度查找表的肤色模型。大量实验结果表明,该模型具有较强的光照适应性,可应用于复杂环境下的彩色图像中的人体肤色区域检测。 To correct the image color bias produced by the illuminant, a color balance method was introduced in the RGB color space based on the Gray World hypothesis. To detect skin-color regions in the image efficiently, a new color space YCgCr was adopted, and a skin-color model of combining luminance with Cg-Cr chroma lookup table was constructed in the new color space. Experimental results demonstrate that this model has more robust illumination adaption, it can be used to detect human body skin colors in complex scene images.
出处 《计算机应用研究》 CSCD 北大核心 2008年第2期467-468,472,共3页 Application Research of Computers
基金 国家自然科学基金资助项目(60072034)
关键词 肤色模型 RGB颜色空间 YCGCR颜色空间 肤色检测 光照自适应 skin color model RGB color space YCgCr color space skin color detection illumination adaptive
  • 相关文献

参考文献1

二级参考文献7

  • 1Hjelmas E,Low BK.Face Detection: A Survey. Computer Vision and Image Understanding . 2001
  • 2Demirel H,Clarke TJ,Cheung PJK.Adaptive automatic facial feature segmentation. IEEE Proc of 2nd Int Conf on Automatic Face and Gesture Recognition . 1996
  • 3Jeng SH,Liao HYM,Han CC,et al.An efficient approach for facial feature detection using geometrical face model. Pattern Recognition . 1997
  • 4Han CC,Liao HYM,Yu GJ.Fast face detection via morphology-based pre-processing. Proc 9th International Conference on Image Analysis and Processing . 1997
  • 5Klinker LT,Shafer SA,Kanade T.Using a color reflection model to separate highlights from object color. Proceedings of IEEE International Conference on Computer Vision . 1987
  • 6WyszeckiG,,StylesWS.ColorScience:ConceptsandMethodsQuanti tativeDataandFormulae. . 1982
  • 7KirbyM,SirovichL.ApplicationoftheKarhunen loeveprocedureforthecharacterizationofhumanfaces. IEEETransactionsonPatternAnalysis&MachineIntelligence . 1990

共引文献2

同被引文献56

引证文献7

二级引证文献10

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