Gianfranco Doretto / Publications

Dynamic texture recognition

Saisan, P., Doretto, G., Wu, Y. N., and Soatto, S.
Dynamic texture recognition
In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), pp. 58–63, Kauai, Hawaii, USA, December 2001.

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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.

BibTeX

@InProceedings{saisanDWS01cvpr,
  Title                    = {Dynamic texture recognition},
  Author                   = {Saisan, P. and Doretto, G. and Wu, Y. N. and Soatto, S.},
  Booktitle                = cvpr,
  Year                     = {2001},
  Address                  = {Kauai, Hawaii, USA},
  Month                    = dec,
  Pages                    = {58--63},
  Volume                   = {2},
  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.},
  Bib2html_pubtype         = {Refereed Conferences},
  Bib2html_rescat          = {Dynamic Textures, Visual Motion Recognition},
  File                     = {saisanDWS01cvpr.pdf:doretto\\conference\\saisanDWS01cvpr.pdf:PDF;saisanDWS01cvpr.pdf:doretto\\conference\\saisanDWS01cvpr.pdf:PDF},
  Owner                    = {doretto}
}