Volker Strobel edited section_Texton_based_Approaches_label__.tex  almost 8 years ago

Commit id: 0e904a63b275e5eddf3cb259a27bcf524e505d64

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computationally more complex algorithms, like Gabor  filters~\cite{varma2005statistical}.  Instead of convolving a window kernel  over the entire image, the filters kernel  can be applied at randomly sampled image positions, leading to similar texton histograms compared to the histograms when full sampling is used. The choice of the number of samples allows for modifying the computational effort, resulting in a trade-off between accuracy and execution frequency. A disadvantage is  that it discards all information about the spatial arrangement of  textons---it does not make use of the \emph{Where} of the information,