Tolerance for distorted faces: challenges to a configural processing account of familiar face recognition.

•Three experiments challenge a ‘configural processing’ view of face recognition.•We introduce a novel methodology for studying face representations.•We critique the use ‘metric distances’ in face recognition on theoretical grounds.