Presentation 2002/6/3
Interactive Computer Animation of Hand Gestures using Status Estimation with Multiple Regression Analysis and DP Matching
Yoshifumi Kitamura, Takayuki Iida, Tomohiko Higashi, Fumio Kishino,
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Abstract(in English) This paper presents a method of interactively generating natural hand animation using reduced dimensionality from multiple captured data sequences of finger motions conducting specific tasks. This method is achieved by introducing an estimation with multiple regression analysis. Even when the skeletal structure of the user who inputs the motion is different from that of the shape model in the computer, the motion that a user imagines is generated. Moreover, by introducing a real-time recoginition of hand motions with DP matching, the user is able to conduct multiple finger motions one after another. This method enables us to make input devices that require minimal user training and computer calibration, and helps to make the user interface intuitive and easy to use.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) computer graphics / virtual reality / motion capture / animation / hand motion
Paper # MVE2002-8
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Committee MVE
Conference Date 2002/6/3(1days)
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Paper Information
Registration To Media Experience and Virtual Environment (MVE)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Interactive Computer Animation of Hand Gestures using Status Estimation with Multiple Regression Analysis and DP Matching
Sub Title (in English)
Keyword(1) computer graphics
Keyword(2) virtual reality
Keyword(3) motion capture
Keyword(4) animation
Keyword(5) hand motion
1st Author's Name Yoshifumi Kitamura
1st Author's Affiliation Graduate School of Information Science and Technology, Osaka University()
2nd Author's Name Takayuki Iida
2nd Author's Affiliation Osaka University, currently with Toppan Printing Co., Ltd.
3rd Author's Name Tomohiko Higashi
3rd Author's Affiliation Osaka University, currently with NTT Advanced Technology Corporation
4th Author's Name Fumio Kishino
4th Author's Affiliation Graduate School of Information Science and Technology, Osaka University
Date 2002/6/3
Paper # MVE2002-8
Volume (vol) vol.102
Number (no) 109
Page pp.pp.-
#Pages 8
Date of Issue