this is for holding javascript data
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,