Litcius/Paper detail

The effect of face masks and sunglasses on identity and expression recognition with super-recognizers and typical observers

Eilidh Noyes, Josh P. Davis, Nikolay Petrov, Katie L. H. Gray, Kay L. Ritchie

2021Royal Society Open Science193 citationsDOIOpen Access PDF

Abstract

Face masks present a new challenge to face identification (here matching) and emotion recognition in Western cultures. Here, we present the results of three experiments that test the effect of masks, and also the effect of sunglasses (an occlusion that individuals tend to have more experienced with) on (i) familiar face matching, (ii) unfamiliar face matching and (iii) emotion categorization. Occlusion reduced accuracy in all three tasks, with most errors in the mask condition; however, there was little difference in performance for faces in masks compared with faces in sunglasses. Super-recognizers, people who are highly skilled at matching unconcealed faces, were impaired by occlusion, but at the group level, performed with higher accuracy than controls on all tasks. Results inform psychology theory with implications for everyday interactions, security and policing in a mask-wearing society.

Topics & Concepts

Facial recognition systemCategorizationFace (sociological concept)Matching (statistics)PsychologyIdentity (music)Face masksExpression (computer science)Emotion recognitionIdentification (biology)Computer scienceArtificial intelligenceCognitive psychologyComputer visionPattern recognition (psychology)ArtAestheticsMathematicsLinguisticsCoronavirus disease 2019 (COVID-19)MedicineBiologyStatisticsPhilosophyPathologyProgramming languageInfectious disease (medical specialty)DiseaseBotanyFace Recognition and PerceptionFace recognition and analysisVisual Attention and Saliency Detection