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Aug, 2018
MT-VAE: 学习运动变换以生成多模式人体动力学
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics
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Xinchen Yan, Akash Rastogi, Ruben Villegas, Kalyan Sunkavalli, Eli Shechtman...
TL;DR
本文提出了一种新颖的动作序列生成方法MT-VAE，它可以利用动作序列之间的转换关系，学习运动方式的特征嵌入和运动方式之间的特征变换，从而生成多样性且逼真的面部和全身运动，并展示了与类比运动传递和视频合成相关的应用。
Abstract
Long-term human motion can be represented as a series of
motion modes
---motion sequences that capture short-term temporal dynamics---with transitions between them. We leverage this structure and present a novel
motion t
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