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Nieuwenhuizen, M.C. (author)This thesis presents a method that uses the chemical information visualized by XRF images to reconstruct hidden compositions: paintings that are buried beneath a surface painting. The method uses techniques from the fields of image processing and pattern recognition, as well as an example image submitted by an art expert.master thesis 2010