Quantile Sampling (QS)

The Quantile Sampling (QS) multiple-point simulation method

The Quantile Sampling (QS) is a novel MPS algorithm that is significantly easier than previous algorithms in the field. QS is easier and faster to implement and significantly painless to configure. It can produce conditional and unconditional realizations honoring the high-order statistics of uni- or multivariate continuous or categorical, for a single or multiple training images. Furthermore QS use external high-performance library that provides the best use of current hardware. The method is at any level, currently 4 levels are available, simualtion-, path-, training-image- and pixel -levels.

Code is available here. It comprises the source, which is managed through a server (local or remote), as well as an optional Matlab interface (requires to have the server code installed).