Sphere-meshes for real-time hand modeling and tracking

@article{Tkach2016SpheremeshesFR,
  title={Sphere-meshes for real-time hand modeling and tracking},
  author={Anastasia Tkach and Mark Pauly and Andrea Tagliasacchi},
  journal={ACM Trans. Graph.},
  year={2016},
  volume={35},
  pages={222:1-222:11}
}
Modern systems for real-time hand tracking rely on a combination of discriminative and generative approaches to robustly recover hand poses. Generative approaches require the specification of a geometric model. In this paper, we propose a the use of sphere-meshes as a novel geometric representation for real-time generative hand tracking. How tightly this model fits a specific user heavily affects tracking precision. We derive an optimization to non-rigidly deform a template model to fit the… CONTINUE READING
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