On the search of optimal reconstruction resolution

► We search an optimal reconstruction resolution for given non-uniform point sets. ► We use a statistically-derived topology-controller to find the optimal resolution. ► The proposed topology-controller is derived from homology-based statistics. ► We can evaluate of the reconstruction process the need of visual inspection. ► We show qualitative comparisons and results of the proposed approach.