Melrose in Pictures [GALLERY]Jay CaldwellJay CaldwellPublished: January 19, 2024photo - Jay CaldwellShare on FacebookShare on TwitterMelrose is a town in western Stearns County in Central Minnesota with a population of 3,598. Melrose is along Interstate 94 and Highway 52 with other access points coming from County Road 13 and Main Street.