ML Anthology

Incremental Tracking of Human Actions from Multiple Views

Masanobu Yamamoto, Akitsugu Sato, Satoshi Kawada, Takuya Kondo, Yoshihiko Osaki
CVPR 1998 pp. 2-7
doi:10.1109/CVPR.1998.698580 /cvpr/1998/yamamoto1998cvpr-incremental/

Abstract

This paper proposes a new method for model-based tracking of a human body in 3D motion from multiple views. The tracking is performed by estimating the pose increment of the body parts from multiple image sequences after establishing of fitting an articulated model to the human body at the initial frame. The pose increment can be obtained from solving a system of linear equations. This calculation does not depend on the number of view points. Experiments verify that the proposed method can avoid occlusion and visual degenerate from a particular view point, and track a human body in complicated motion.

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Cite

Text

Yamamoto et al. "Incremental Tracking of Human Actions from Multiple Views." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1998. doi:10.1109/CVPR.1998.698580

Markdown

[Yamamoto et al. "Incremental Tracking of Human Actions from Multiple Views." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1998.](https://mlanthology.org/cvpr/1998/yamamoto1998cvpr-incremental/) doi:10.1109/CVPR.1998.698580

BibTeX

@inproceedings{yamamoto1998cvpr-incremental,
  title     = {{Incremental Tracking of Human Actions from Multiple Views}},
  author    = {Yamamoto, Masanobu and Sato, Akitsugu and Kawada, Satoshi and Kondo, Takuya and Osaki, Yoshihiko},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year      = {1998},
  pages     = {2-7},
  doi       = {10.1109/CVPR.1998.698580},
  url       = {https://mlanthology.org/cvpr/1998/yamamoto1998cvpr-incremental/}
}