Adelson is a surname. Notable people with the surname include:
David Adleson, American music journalist
Jay Adelson, American Internet entrepreneur
Michael Adelson, American orchestral conductor
Sheldon Adelson, American casino magnate
Tom Adelson, American politician
Warren Adelson, American art dealer, art historian, and author
Georgy Adelson-Velsky, Soviet and Israeli mathematician and computer scientist