Rosenov (Bulgarian Росенов, feminine Rosenova) is a Bulgarian surname, and a variation of Rosen. Notable people with the surname include:

Petko Rosenov Hristov (born 1999), Bulgarian footballer Radoslav Rosenov (born 2003 or 2004), Bulgarian boxer