Dynamic Texture Recognition

Payam Saisan, Gianfranco Doretto, Ying Nian Wu, Stefano Soatto

CVPR 2001 pp. II:58-63

doi:10.1109/CVPR.2001.990925 /cvpr/2001/saisan2001cvpr-dynamic/

Abstract

Dynamic textures are sequences of images that exhibit some form of temporal stationarity, such as waves, steam, and foliage. We pose the problem of recognizing and classifying dynamic textures in the space of dynamical systems where each dynamic texture is uniquely represented. Since the space is non-linear, a distance between models must be defined We examine three different distances in the space of autoregressive models and assess their power.

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Cite

Text

Saisan et al. "Dynamic Texture Recognition." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2001. doi:10.1109/CVPR.2001.990925

Markdown

[Saisan et al. "Dynamic Texture Recognition." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2001.](https://mlanthology.org/cvpr/2001/saisan2001cvpr-dynamic/) doi:10.1109/CVPR.2001.990925

BibTeX

@inproceedings{saisan2001cvpr-dynamic,
  title     = {{Dynamic Texture Recognition}},
  author    = {Saisan, Payam and Doretto, Gianfranco and Wu, Ying Nian and Soatto, Stefano},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year      = {2001},
  pages     = {II:58-63},
  doi       = {10.1109/CVPR.2001.990925},
  url       = {https://mlanthology.org/cvpr/2001/saisan2001cvpr-dynamic/}
}