Jiri Zambach, 74, was last seen close to his home on Kingsway near Tyne Street. Police say Zambach may appear confused as he requires daily medication.
The elderly man walks with a slight limp and is known to frequent Vancouver's Stanley Park and Burnaby's Central Park.
He is white, 5'9" tall, has a medium build and short blond hair. Zambach was last seen wearing a blue coat, grey/beige sweatpants, white sneakers and was carrying a beige canvas bag.
He may be wearing a black toque or a beige fedora.
Anyone who sees Zambach, is asked to call 9-1-1 immediately and stay with him until police arrive.