Walbaum is a German surname. Notable people with the surname include:

Johann Julius Walbaum (1724–1799), German physician, naturalist and taxonomist Johannes Walbaum (born 1987), German footballer Justus Erich Walbaum (1768–1837), German type designer and punchcutter Walbaum (typeface), the Didone typeface named after him