Vihanová was born in Moravský Krumlov. Her debut work was a 1965 short film named "Fugue on the Black Keys". Her 1969 debut feature film "Squandered Sunday" was banned before release, and Vihanová was restricted to work on documentaries and television until the transition to democracy in 1989.