Video Stabilization as a Variational Problem and Numerical Solution with the Viterbi Method

Pilu, Maurizio

doi:10.1109/CVPR.2004.263

Video Stabilization as a Variational Problem and Numerical Solution with the Viterbi Method

Maurizio Pilu

CVPR 2004 pp. 625-630

doi:10.1109/CVPR.2004.263 /cvpr/2004/pilu2004cvpr-video/

Abstract

This paper presents a new method for video stabilization based on a variational formulation that produces optimally stable sequences independently of the input motion but within the hard constraints imposed by finite sensor size to the maximum allowed compensatory transformation. A practical and fast numerical solution using the Viterbi algorithm is also proposed. The results show the efficacy of the method compared to a class of previous approaches.

CVPR Semantic Scholar

Cite

Text

Pilu. "Video Stabilization as a Variational Problem and Numerical Solution with the Viterbi Method." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2004. doi:10.1109/CVPR.2004.263

Markdown

[Pilu. "Video Stabilization as a Variational Problem and Numerical Solution with the Viterbi Method." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2004.](https://mlanthology.org/cvpr/2004/pilu2004cvpr-video/) doi:10.1109/CVPR.2004.263

BibTeX

@inproceedings{pilu2004cvpr-video,
  title     = {{Video Stabilization as a Variational Problem and Numerical Solution with the Viterbi Method}},
  author    = {Pilu, Maurizio},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year      = {2004},
  pages     = {625-630},
  doi       = {10.1109/CVPR.2004.263},
  url       = {https://mlanthology.org/cvpr/2004/pilu2004cvpr-video/}
}