Automatic tracking, coding and reconstruction of human faces, using flexible appearance models

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Automatic tracking, coding and reconstruction of human faces, using flexible appearance models

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The use of flexible shape and flexible grey-level models for representing variations in the appearance of human faces is described. These models are controlled by a small number of parameters which can be used for coding and reconstructing a face image.

Inspec keywords: modelling; image coding; image reconstruction

Other keywords: coding; flexible shape model; human face; face image reconstruction; automatic tracking; appearance models; flexible grey-level model

Subjects: Codes; Optical information, image and video signal processing; Pattern recognition

References

    1. 1)
      • Lanitis, A., Taylor, C.J., Cootes, T.F.: `An automatic face identification system using flexible appearance models', Proc. British Machine Vision Conf., 1994.
    2. 2)
      • T.F. Cootes , A. Hill , C.J. Taylor , J. Haslam . Use of active shape models for locating structures in medical images. Image Vision and Computing , 6 , 355 - 365
    3. 3)
      • F.L. Bookstein . Principal warps: Thin-plate splines and the decomposition of deformations. IEEE Trans. Pattern Analysis and Machine Intelligence , 6 , 567 - 585
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