 He derived his surname from his mother's nickname, Višnja (meaning cherry).Višnjić's father died when he was young, and at the age of eight or nine, he lost his ability to see after a bout of smallpox.Following his father's death, Višnjić's mother remarried and moved to the village of Međaši in the lowlands of Semberija, taking her young son with her.