Justice Melvin may refer to:

Henry A. Melvin (1865–1920), associate justice of the Supreme Court of California Joan Orie Melvin (born 1956), associate justice of the Pennsylvania Supreme Court Ridgely P. Melvin (1881–1945), associate justice of the Maryland Court of Appeals