SCA 06: Eurographics/SIGGRAPH Symposium on Computer Animation

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https://diglib.eg.org/handle/10.2312/430

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Browsing SCA 06: Eurographics/SIGGRAPH Symposium on Computer Animation by Subject "Categories and Subject Descriptors (according to ACM CCS): I.3.5 [Computer Graphics]: Curve, surface, solid and object modeling; I.3.7 [Computer Graphics]: Animation"

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    Learning a Correlated Model of Identity and Pose-Dependent Body Shape Variation for Real-Time Synthesis
    (The Eurographics Association, 2006) Allen, Brett; Curless, Brian; Popovic, Zoran; Hertzmann, Aaron; Marie-Paule Cani and James O'Brien
    We present a method for learning a model of human body shape variation from a corpus of 3D range scans. Our model is the first to capture both identity-dependent and pose-dependent shape variation in a correlated fashion, enabling creation of a variety of virtual human characters with realistic and non-linear body deformations that are customized to the individual. Our learning method is robust to irregular sampling in pose-space and identityspace, and also to missing surface data in the examples. Our synthesized character models are based on standard skinning techniques and can be rendered in real time.