Celebrities have put on their best fancy dress costumes to attend model Heidi Klum's legendary Halloween Party in New York.

Jessica Rabbit, Michael Jackson's Thriller look and a gorilla are among Klum's past looks.

Other people dressed up as celebrities in separate parades in the United States.