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Dynamic Lip Identification Algorithm Based on Automatic Calibration of Feature Points

机译:基于特征点自动标定的动态嘴唇识别算法

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摘要

In order to avoid the defect of lip identification about one single picture and enhance the accuracy of the recognition, this paper applies the dynamic lip identification and puts forward the method to calibrate the feature points inner and outer of lips at the same time. Meanwhile, this paper introduces the algorithm of calibration of feature points and improves it on the basis of the algorithms. The improved algorithm not only reduces the computational complexity of the calibration, but also increase the accuracy of the calibration. In matching and recognition stage, the classifier of this paper is HMM. Experiments show that the algorithm reduces the computational complexity. Meanwhile, it enhances the accuracy of the recognition.
机译:为了避免单张图像中嘴唇识别的缺陷并提高识别的准确性,本文应用了动态嘴唇识别技术,提出了同时校准嘴唇内部和外部特征点的方法。同时,介绍了特征点标定算法,并对算法进行了改进。改进后的算法不仅降低了校准的计算复杂度,而且提高了校准的准确性。在匹配和识别阶段,本文的分类器为HMM。实验表明,该算法降低了计算复杂度。同时,它提高了识别的准确性。

著录项

  • 来源
    《Journal of information and computational science》 |2015年第15期|5659-5665|共7页
  • 作者单位

    College of Computer Science and Technology, Jilin University, Changchun 130012, China,Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education Jilin University, Changchun 130012, China;

    College of Computer Science and Technology, Jilin University, Changchun 130012, China,Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education Jilin University, Changchun 130012, China;

    College of Computer Science and Technology, Jilin University, Changchun 130012, China,Applied Technology College, Jilin University, Changchun 130012, China;

    College of Computer Science and Technology, Jilin University, Changchun 130012, China,Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education Jilin University, Changchun 130012, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Automatic Calibration of Feature Points; HMM; LBP; Dynamic Lip Identification; The Internal and External Calibration of the Feature Points;

    机译:自动校准特征点;HMM;LBP;动态嘴唇识别;特征点的内部和外部校准;

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