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Facial Expression Recognition Based on Motion Information Between Frames

机译:基于帧间运动信息的面部表情识别

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摘要

In this paper, a new technique based on motion imformation of dynamic images is proposed for expression recognition. The intensity differences of corresponding pixels are calculated from a peak and an initial frame of image sequences, and then expressions are classified based on statistical features extracted from the intensity difference images. With the new technique, most expression imformation is reserved while the influence of illumination and complexion is eliminated. The contrast trials of person-independent expression recognition are performed on the database of CED-WYU (1.0) and COHN-KANADE, and higher recognition rates are obtained when the new method is used.
机译:本文提出了一种基于动态图像运动信息的新技术来进行表情识别。根据图像序列的峰值和初始帧计算相应像素的强度差,然后基于从强度差图像中提取的统计特征对表达式进行分类。借助新技术,保留了大多数表情信息,同时消除了光照和肤色的影响。在CED-WYU(1.0)和COHN-KANADE的数据库上进行了独立于人的表情识别的对比试验,使用该新方法可获得较高的识别率。

著录项

  • 来源
    《》|2006年|P.1645-1648|共4页
  • 会议地点 Guilin(CN)
  • 作者

    Tang Jinghai; Zhang Youwei;

  • 作者单位

    School of Electronics and Information Engineering, Beihang University, Beijing China 100083;

    School of Information, Wuyi University, Jiangmen, Guangdong China 529020;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 通信理论;
  • 关键词

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