人体建模 Human Pose and Mesh Reconstruction with Transformers

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文件名称：人体建模 Human Pose and Mesh Reconstruction with Transformers
文件大小：5.12MB
文件格式：PDF
更新时间：2022-02-23 15:56:30
人工智能 We present a new method, called MEsh TRansfOrmer (METRO), to reconstruct 3D human pose and mesh vertices from a single image. Our method uses a transformer encoder to jointly model vertex-vertex and vertex-joint interactions, and outputs 3D joint coordinates and mesh vertices simultaneously. Compared to existing techniques that regress pose and shape parameters, METRO does not rely on any parametric mesh models like SMPL, thus it can be easily extended to other objects such as hands. We further