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文章基本信息

  • 标题:3D Face Recognition Using Pose and Illumination Compensation
  • 本地全文:下载
  • 作者:DR.A.MUTHU KUMARAVEL
  • 期刊名称:International Journal of Innovative Research in Computer and Communication Engineering
  • 印刷版ISSN:2320-9798
  • 电子版ISSN:2320-9801
  • 出版年度:2013
  • 卷号:1
  • 期号:1
  • 出版社:S&S Publications
  • 摘要:The paper describes a face recognition system using a com-bination of color and depth images. To cope withillumi-nation and pose variations 3D information is used for the normalization of the input images. The proposed pose compensationalgorithm is based on a robust 3D face detection and pose estimation technique, while illumination com-pensationexploits depth data to recover the illumination of the scene and relight the image under frontal lighting. When normalizedimages, depicting upright orientation and frontal lighting, are used for classification significantly high recognition rates areachieved, as established on a face database with more than 2000 images.
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