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1.发明申请公开(公告)号：US20200286284A1
公开(公告)日：2020-09-10
申请号：US16681300
申请日：2019-11-12
发明人： Stéphane Grabli , Michael Bao , Per Karefelt , Adam Ferrall-Nunge , Jeffery Yost , Ronald Fedkiw , Cary Phillips , Pablo Helman , Leandro Estebecorena
摘要： A method of transferring a facial expression from a subject to a computer generated character that includes receiving a plate with an image of the subject's facial expression, a three-dimensional parameterized deformable model of the subject's face where different facial expressions of the subject can be obtained by varying values of the model parameters, a model of a camera rig used to capture the plate, and a virtual lighting model that estimates lighting conditions when the image on the plate was captured. The method can solve for the facial expression in the plate by executing a deformation solver to solve for at least some parameters of the deformable model with a differentiable renderer and shape from shading techniques, using, as inputs, the three-dimensional parameterized deformable model, the model of the camera rig and the virtual lighting model over a series of iterations to infer geometry of the facial expression and generate a final facial mesh using the set of parameter values of the deformable model which result in a facial expression that closely matches the expression of the subject in the plate.
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2.发明授权公开(公告)号：US11069135B2
公开(公告)日：2021-07-20
申请号：US16681300
申请日：2019-11-12
发明人： Stéphane Grabli , Michael Bao , Per Karefelt , Adam Ferrall-Nunge , Jeffery Yost , Ronald Fedkiw , Cary Phillips , Pablo Helman , Leandro Estebecorena
摘要： A method of transferring a facial expression from a subject to a computer generated character that includes receiving a plate with an image of the subject's facial expression, a three-dimensional parameterized deformable model of the subject's face where different facial expressions of the subject can be obtained by varying values of the model parameters, a model of a camera rig used to capture the plate, and a virtual lighting model that estimates lighting conditions when the image on the plate was captured. The method can solve for the facial expression in the plate by executing a deformation solver to solve for at least some parameters of the deformable model with a differentiable renderer and shape from shading techniques, using, as inputs, the three-dimensional parameterized deformable model, the model of the camera rig and the virtual lighting model over a series of iterations to infer geometry of the facial expression and generate a final facial mesh using the set of parameter values of the deformable model which result in a facial expression that closely matches the expression of the subject in the plate.
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