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DynTex

A new issue in texture analysis is its extension to the temporal domain, a field known as Dynamic Texture analysis. Dynamic, or temporal, texture is a spatially repetitive, time-varying visual pattern that forms an image sequence with a certain temporal stationarity. In Dynamic Texture, the notion of self-similarity central to conventional image textures is extended to the spatiotemporal domain.

Dynamic textures are typically result from processes such as of waves, smoke, fire, a flag blowing in the wind, a moving escalator, or a walking crowd. Many real-world textures occurring in video databases are dynamic and retrieval should be based on both their dynamic and static features. Important tasks are thus the detection, segmentation and perceptual characterization of dynamic textures.

The ultimate goal is to be able to support video queries based on the recognition of the actual natural and artificial dynamic texture processes.

Documents

  • Dynamic_Textures.pdf

License

DynTex is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.

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