Peter Pan collar pe·ter·pan·collar uncommon noun 1. a flat collar with rounded ends that meet in front SynonymsPeter Pan collar Related words Broader terms collar WordNet 2.1 (Princeton University). WordNet 2.1 Copyright Princeton University. All rights reserved.