• DocumentCode
    2556334
  • Title

    Style-Based Motion Editing

  • Author

    Jia, Lingtao ; Yang, Yuedong ; Tang, Shaopeng ; Hao, Aimin

  • Author_Institution
    Beihang Univ., Beijing
  • fYear
    2007
  • fDate
    10-12 Dec. 2007
  • Firstpage
    129
  • Lastpage
    134
  • Abstract
    Both motion capture and motion editing are important human motion controlling methods: the former obtains the data captured from the real and natural human joints, and the latter provides the method to edit data. This paper combines the two methods using IK algorithm, and proposes a style-based motion editing approach. During the preprocessing phase, in order to take advantage of the motion capture data, the method performs a PCA on style motion to extract its style, and calculates the key frames of the base motion; then, during the on-line motion editing phase, the method transfers the style extracted from style motion to certain key frames of base motion using IK algorithm, afterwards, interpolates the edited key frames to generate a new motion with the styles of the two motions. The experiment results demonstrate that the style-based motion editing approach has the advantage of better synthesizing performance.
  • Keywords
    computer animation; feature extraction; image motion analysis; interpolation; principal component analysis; IK algorithm; PCA; human motion controlling methods; key frame interpolation; motion capture data; preprocessing phase; principal component analysis; style extraction; style-based motion editing approach; Data mining; Distributed computing; Gaussian processes; Hidden Markov models; Humans; Independent component analysis; Motion analysis; Motion control; Principal component analysis; Virtual reality;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Media and its Application in Museum & Heritages, Second Workshop on
  • Conference_Location
    Chongqing
  • Print_ISBN
    0-7695-3065-6
  • Type

    conf

  • DOI
    10.1109/DMAMH.2007.16
  • Filename
    4414540