Shape information used for face identity and expression recognition is highly versatile and context specific

Abstract We recognize faces every day to help us gauge social situations, facilitate communication, and retain relationships. A common goal in face perception research is to understand what specific face features are important during such tasks, and how shape information specific to one task (e.g., identity recognition) is influenced by that specific to another (e.g., expression recognition). We addressed these questions using reverse correlation in an anatomically-interpretable face shape space. Participants viewed pairs of randomly sampled faces and were tasked to select the face closest to a target identity or expression. Through averaging chosen noise patterns, we obtained an estimate of the target’s representation, or template, conducted tests to recover face features significantly associated with recognition, and compared templates across changes in face context. We find that recognition of identity and expression depend on subtle changes in shape distributed across the face, and that the shape information is flexible and specific to contextual changes. In particular, emotional expression changes our representation of identity, and face identity changes our representation of emotional expression. These results provide insight into the adaptability of the visual system’s use of sensory information.

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Publication Details

Journal
Scientific Reports
Published
2026-01-22
DOI
https://doi.org/10.1038/s41598-025-33545-y
Primary Topic
Face Recognition and Perception
Type
article
Field-Weighted Citation Impact
0.00
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article

Shape information used for face identity and expression recognition is highly versatile and context specific

Jason Hays, Fabián A. Soto, Emily Renae Martin
Scientific Reports
Face Recognition and Perception
article

Shape information used for face identity and expression recognition is highly versatile and context specific

Jason Hays, Fabián A. Soto, Emily Renae Martin
article en

Abstract

Abstract We recognize faces every day to help us gauge social situations, facilitate communication, and retain relationships. A common goal in face perception research is to understand what specific face features are important during such tasks, and how shape information specific to one task (e.g., identity recognition) is influenced by that specific to another (e.g., expression recognition). We addressed these questions using reverse correlation in an anatomically-interpretable face shape space. Participants viewed pairs of randomly sampled faces and were tasked to select the face closest to a target identity or expression. Through averaging chosen noise patterns, we obtained an estimate of the target’s representation, or template, conducted tests to recover face features significantly associated with recognition, and compared templates across changes in face context. We find that recognition of identity and expression depend on subtle changes in shape distributed across the face, and that the shape information is flexible and specific to contextual changes. In particular, emotional expression changes our representation of identity, and face identity changes our representation of emotional expression. These results provide insight into the adaptability of the visual system’s use of sensory information.

Scientific ReportsVol. 16(1)
Florida International University (US)
Reduced inequalities
Openalex Percentile: Top 81%
Face Recognition and Perception
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