The 22-year-old has penned a two-year deal, with the option of a third and he becomes the sixth new arrival at the club during the summer.
Blackman joined Blackburn in 2009 after starting his career as a trainee at Macclesfield.
Last year at Motherwell he scored 10 goals in 18 games for the side while on loan.