Kelber is a surname. Notable people with the surname include:

Michel Kelber (1908–1996), French cinematographer Rudolf Kelber (born 1948), German organist, harpsichordist, conductor, and church musician Ulrich Kelber (born 1968), German politician Werner Kelber, New testament scholar

See also Keller (surname) Melber