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Dynamic texture recognition

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4 Author(s)
Saisan, P. ; Dept. of Electr. Eng., California Univ., Los Angeles, CA, USA ; Doretto, G. ; Ying Nian Wu ; Soatto, S.

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.

Published in:

Computer Vision and Pattern Recognition, 2001. CVPR 2001. Proceedings of the 2001 IEEE Computer Society Conference on  (Volume:2 )

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