Web: http://arxiv.org/abs/2106.01981

Jan. 24, 2022, 2:11 a.m. | Boris N. Oreshkin, Florent Bocquelet, Félix G. Harvey, Bay Raitt, Dominic Laflamme

cs.LG updates on arXiv.org arxiv.org

Our work focuses on the development of a learnable neural representation of
human pose for advanced AI assisted animation tooling. Specifically, we tackle
the problem of constructing a full static human pose based on sparse and
variable user inputs (e.g. locations and/or orientations of a subset of body
joints). To solve this problem, we propose a novel neural architecture that
combines residual connections with prototype encoding of a partially specified
pose to create a new complete pose from the learned …

architecture arxiv cv deep human modeling

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