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This article presents the overview of static methods exploited for object reconstruction from point cloud or the special case which are the sets of parallel contours gathered from the medical scanners. It includes a brief description of each method and a comparison of their performance in respect to the achieved object appearance, an impact of noisy data, possible types of object reconstruction and time consumption. The aim of this comparison is to find which of the presented methods are promising for object reconstruction needed for medical diagnosis.