Peter Gelle (Hungarian: Gelle Péter; born 23 August 1984) is a Slovak sprint canoer who has competed since the late 2000s. He is a member of the Hungarian community in Slovakia. He won a silver medal in the K-1 500 m at the 2010 ICF Canoe Sprint World Championships in Poznań and a gold medal in the K-2 1000 m in 2011 with Erik Vlček.