Per Olsen

• Per Olsen (cross-country skier), Norwegian cross country skier
• Per Olsen (swimmer), Norwegian swimmer
• Per Arne Olsen, Norwegian politician
• Per Erling Olsen, Norwegian javelin thrower
• Per Olaf Olsen, Norwegian sports shooter
• Per Skjerwen Olsen, Norwegian ice hockey player and football player