SiCloPe: Silhouette-Based Clothed People

@article{Natsume2019SiCloPeSC,
  title={SiCloPe: Silhouette-Based Clothed People},
  author={R. Natsume and S. Saito and Zeng Huang and Weikai Chen and Chongyang Ma and H. Li and S. Morishima},
  journal={2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2019},
  pages={4475-4485}
}
  • R. Natsume, S. Saito, +4 authors S. Morishima
  • Published 2019
  • Computer Science
  • 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • We introduce a new silhouette-based representation for modeling clothed human bodies using deep generative models. [...] Key Method Inspired by the visual hull algorithm, our implicit representation uses 2D silhouettes and 3D joints of a body pose to describe the immense shape complexity and variations of clothed people. Given a segmented 2D silhouette of a person and its inferred 3D joints from the input picture, we first synthesize consistent silhouettes from novel view points around the subject.Expand Abstract
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