The Role of Optimum Connectivity in Image Segmentation: Can the algorithm learn object information during the process? Alexandre Xavier Falc˜ ao Laboratory of Image Data Science Institute of Computing — University of Campinas afalcao@ic.unicamp.br 1 / 33