Interactive Computer Animation of Hand Gestures using Status Estimation with Multiple Regression Analysis

dc.contributor.authorKitamura, Yoshifumien_US
dc.contributor.authorHigashi, Tomohikoen_US
dc.contributor.authorIida, Takayukien_US
dc.contributor.authorKishino, Fumioen_US
dc.date.accessioned2015-02-16T11:05:35Z
dc.date.available2015-02-16T11:05:35Z
dc.date.issued2001en_US
dc.description.abstractThis paper presents a method of interactively generating natural hand gesture 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. Experimental results obtained from the interface applied to virtual object manipulation showed that the proposed method generates animation naturally, just as users would expect. 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.en_US
dc.description.number3en_US
dc.description.seriesinformationComputer Graphics Forumen_US
dc.description.volume20en_US
dc.identifier.doi10.1111/1467-8659.00517en_US
dc.identifier.issn1467-8659en_US
dc.identifier.pages251-259en_US
dc.identifier.urihttps://doi.org/10.1111/1467-8659.00517en_US
dc.publisherBlackwell Publishers Ltd and the Eurographics Associationen_US
dc.titleInteractive Computer Animation of Hand Gestures using Status Estimation with Multiple Regression Analysisen_US
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