Callum is a male given name and surname of Gaelic origin meaning Dove.It may be also spelled Calumn, Calum or Colum. Callum is a popular boy's name especially in Scotland where it was the 24th most popular boys name in 2012.allum is a popular boy's name especially in Scotland where it was the 24th most popular boys name in 2012.