SCAPE: shape completion and animation of people Export

@article{citeulike:4184326, abstract = {We introduce the SCAPE method (Shape Completion and Animation for PEople)---a data-driven method for building a human shape model that spans variation in both subject shape and pose. The method is based on a representation that incorporates both articulated and non-rigid deformations. We learn a pose deformation model that derives the non-rigid surface deformation as a function of the pose of the articulated skeleton. We also learn a separate model of variation based on body shape. Our two models can be combined to produce 3D surface models with realistic muscle deformation for different people in different poses, when neither appear in the training set. We show how the model can be used for shape completion --- generating a complete surface mesh given a limited set of markers specifying the target shape. We present applications of shape completion to partial view completion and motion capture animation. In particular, our method is capable of constructing a high-quality animated surface model of a moving person, with realistic muscle deformation, using just a single static scan and a marker motion capture sequence of the person.}, address = {New York, NY, USA}, author = {Anguelov, Dragomir and Srinivasan, Praveen and Koller, Daphne and Thrun, Sebastian and Rodgers, Jim and Davis, James}, citeulike-article-id = {4184326}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1073204.1073207}, citeulike-linkout-1 = {http://dx.doi.org/10.1145/1073204.1073207}, doi = {10.1145/1073204.1073207}, issn = {0730-0301}, journal = {ACM Trans. Graph.}, keywords = {algorithm, animation, character\_animation, data\_driven, human, learning, mocap, shape}, number = {3}, pages = {408--416}, posted-at = {2009-04-29 00:48:19}, priority = {2}, publisher = {ACM}, title = {SCAPE: shape completion and animation of people}, url = {http://dx.doi.org/10.1145/1073204.1073207}, volume = {24}, year = {2005} }

TY - JOUR ID - citeulike:4184326 L3 - citeulike-article-id:4184326 N2 - We introduce the SCAPE method (Shape Completion and Animation for PEople)---a data-driven method for building a human shape model that spans variation in both subject shape and pose. The method is based on a representation that incorporates both articulated and non-rigid deformations. We learn a pose deformation model that derives the non-rigid surface deformation as a function of the pose of the articulated skeleton. We also learn a separate model of variation based on body shape. Our two models can be combined to produce 3D surface models with realistic muscle deformation for different people in different poses, when neither appear in the training set. We show how the model can be used for shape completion --- generating a complete surface mesh given a limited set of markers specifying the target shape. We present applications of shape completion to partial view completion and motion capture animation. In particular, our method is capable of constructing a high-quality animated surface model of a moving person, with realistic muscle deformation, using just a single static scan and a marker motion capture sequence of the person. IS - 3 JF - ACM Trans. Graph. SN - 0730-0301 AD - New York, NY, USA EP - 416 TI - SCAPE: shape completion and animation of people PB - ACM VL - 24 SP - 408 KW - algorithm KW - animation KW - character_animation KW - data_driven KW - human KW - learning KW - mocap KW - shape AU - Anguelov, Dragomir AU - Srinivasan, Praveen AU - Koller, Daphne AU - Thrun, Sebastian AU - Rodgers, Jim AU - Davis, James PY - 2005/// UR - http://dx.doi.org/10.1145/1073204.1073207 ER -