Sam Rainsy has been in exile in France, where his family settled in the 1960s.
He is an arch rival of Hun Sen, Cambodia’s authoritarian leader in power since 1985.
Rainsy and his deputy Mu Sochua had planned to meet up with other opposition supporters to mark Cambodia’s Independence Day on Saturday.