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LEARNING-BASED ANIMATION OF CLOTHING FOR VIRTUAL TRY-ON
LEARNING-BASED ANIMATION OF CLOTHING FOR VIRTUAL TRY-ON
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机译:虚拟试穿的基于学习的服装动画
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摘要
A learning-based clothing animation method and system for highly efficient virtual try-on simulations is provided. Given a garment, the system preprocess a rich database of physically-based dressed character simulations, for multiple body shapes and animations. Then, using a database, the system trains a learning-based model of cloth drape and wrinkles, as a function of body shape and dynamics. A model accoring to embodiments separates global garment fit, due to body shape, from local garment wrinkles, due to both pose dynamics and body shape. A recurrent neural network is provided to regress garment wrinkles, and the system achieves highly plausible nonlinear effects, in contrast to the blending artifacts suffered by previous methods.
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