Search Results for author: Jane Wu

Found 3 papers, 0 papers with code

Skinning a Parameterization of Three-Dimensional Space for Neural Network Cloth

no code implementations8 Jun 2020 Jane Wu, Zhenglin Geng, Hui Zhou, Ronald Fedkiw

We present a novel learning framework for cloth deformation by embedding virtual cloth into a tetrahedral mesh that parametrizes the volumetric region of air surrounding the underlying body.

Recovering Geometric Information with Learned Texture Perturbations

no code implementations20 Jan 2020 Jane Wu, Yongxu Jin, Zhenglin Geng, Hui Zhou, Ronald Fedkiw

Regularization is used to avoid overfitting when training a neural network; unfortunately, this reduces the attainable level of detail hindering the ability to capture high-frequency information present in the training data.

Deep Energies for Estimating Three-Dimensional Facial Pose and Expression

no code implementations7 Dec 2018 Michael Bao, Jane Wu, Xinwei Yao, Ronald Fedkiw

While much progress has been made in capturing high-quality facial performances using motion capture markers and shape-from-shading, high-end systems typically also rely on rotoscope curves hand-drawn on the image.

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