\BOOKMARK [0][]{chapter.1}{Design of robust pattern classifiers based on optimum-path forests}{} \BOOKMARK [1][-]{section.1.1}{Introduction}{chapter.1} \BOOKMARK [1][-]{section.1.2}{Related works}{chapter.1} \BOOKMARK [1][-]{section.1.3}{Optimum path classifier}{chapter.1} \BOOKMARK [2][-]{subsection.1.3.1}{Training}{section.1.3} \BOOKMARK [2][-]{subsection.1.3.2}{Classification}{section.1.3} \BOOKMARK [1][-]{section.1.4}{Learning Algorithm}{chapter.1} \BOOKMARK [1][-]{section.1.5}{Results}{chapter.1} \BOOKMARK [1][-]{section.1.6}{Conclusions and future work}{chapter.1}