Publication details

Conference Paper (international conference)

Dynamic Texture Similarity Criterion

Richtr Radek, Haindl Michal

: The 24th International Conference on Pattern Recognition (ICPR 2018), p. 904-909

: The 24th International Conference on Pattern Recognition (ICPR 2018), (Beijing, CN, 20180820)

: Dynamic texture, Similarity criterion

: 10.1109/ICPR.2018.8545370


(eng): Dynamic texture similarity ranking is a challenging and still unsolved problem. Evaluation of how well are various dynamic textures similar to humans perception viewis extremely difficult even for static textures and requires tedious psycho-physical experiments. Human perception principles are largely not understood yet and the dynamic texture perception is further complicated with a distinct way of perceiving spatial and temporal domains, which complicates any similarity criterion definition. We propose a novel dynamic texture criterion based on the Fourier transformation and properties of dynamic texture spatiotemporal frequencies. The presented criterion correlates well with performed psycho-physical tests while maintaining sufficient diversity and descriptiveness.

: BD

: 20205