Understanding the recognition of facial identity and facial expression
Abstract
Faces convey a wealth of social signals. A dominant view in face-perception research has been that the recognition of facial identity and facial expression involves separable visual pathways at the functional and neural levels, and data from experimental, neuropsychological, functional imaging and cell-recording studies are commonly interpreted within this framework. However, the existing evidence supports this model less strongly than is often assumed. Alongside this two-pathway framework, other possible models of facial identity and expression recognition, including one that has emerged from principal component analysis techniques, should be considered.
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The insula and ACC are involved in processing one's own emotions and activated during processing of others' emotions.
“both the AI and ACC are involved in processing one’s own emotions (Craig, 2009; Phillips, Drevets, et al., 2003), and activated during processing of others’ emotions (Calder and Young, 2005; Deng et al., 2013; Wicker et al., 2003; Zaki et al., 2012).”
From Atypical interoception as a common risk factor for psychopathology: A review (2021) · cites this paper as Calder and Young, 2005
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“Neuropsychological models of face processing in typical development have proposed that the structural encoding of facial identity and facial expressions use a shared specialised cognitive strategy (Bruce & Young, 1986 ; Calder & Young, 2005 ; Haxby, Hoffman, & Gobbini, 2000 ).”
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“…et al., 1996; Eimer, 2000), this finding suggests that perceptual emotion encoding as reflected in the EPN (Schupp et al., 2006) may proceed in parallel with structural encoding of faces, which is in line with traditional models of face recognition (Bruce & Young, 1986; Calder & Young, 2005).”
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“Mechanisms for the processing of expression and identity may overlap in common neural systems (Bernstein & Yovel 2015, Calder & Young 2005).”
Humphreys, K., Avidan, G., & Behrmann, M. (2006) · Experimental Brain Research · doi:10.1007/s00221-006-0621-5 · Cited by 156 · see citing works
“In fact, Calder and Young (2005), in a recent review, have challenged the claim that some prosopagnosic individuals show preserved facial expression recognition and suggest that the dissociability of identity and expression processing is less well supported by patient-based research than has been…”
BackgroundMethodResultInfluentialAge and Gender Differences in Emotion Recognition
Abbruzzese, L., Magnani, N., Robertson, I. H., & Mancuso, M. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.02371 · Cited by 172 · see citing works
The inherently contextualized nature of facial emotion perception.
Aviezer, H., Ensenberg, N. S., & Hassin, R. R. (2017) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2017.06.006 · Cited by 147 · see citing works
The neural dynamics of updating person impressions
Mende‐Siedlecki, P., Cai, Y., & Todorov, A. T. (2012) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nss040 · Cited by 148 · see citing works
“…al., 2004a; Pelphrey et al., 2006) and facial expressions (static: Haxby et al., 2000; Hoffman and Haxby, 2000; Adolphs, 2002; LaBar et al., 2003; Calder and Young, 2005; by guest on M ay 23, 2016 http://scan.oxfordjournals.org/ D ow nloaded from Engell and Haxby, 2007; Ishai, 2008; dynamic:…”
Processing social aspects of human gaze: A combined fMRI-DTI study
Ethofer, T., Gschwind, M., & Vuilleumier, P. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2010.11.033 · Cited by 147 · see citing works
Combined TMS and FMRI reveal dissociable cortical pathways for dynamic and static face perception.
Pitcher, D., Duchaine, B., & Walsh, V. (2014) · Current Biology · doi:10.1016/j.cub.2014.07.060 · Cited by 143 · see citing works
“Influential models of face perception [6–8] propose that two functionally distinct cortical pathways process different facial aspects.”
InfluentialFace and Voice Perception: Understanding Commonalities and Differences.
Young, A. W., Frühholz, S., & Schweinberger, S. (2020) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2020.02.001 · Cited by 141 · see citing works
“In consequence a strikingly different type of functional organisation arises for emotion recognition, where it has become evident that comprehension of facial and vocal cues is closely integrated [13,79,80] in a way that is not captured adequately by Box 1.”
BackgroundInfluentialSelf-citationFacial age affects emotional expression decoding
Fölster, M., Hess, U., & Werheid, K. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00030 · Cited by 139 · see citing works
“As the upper part plays a more important role for expressions of anger, fear and sadness, but not for disgust and happiness (Calder et al., 2000), this may explain why older observers are especially impaired in decoding these emotions.”
BackgroundMethodInfluentialDifferent coding strategies for the perception of stable and changeable facial attributes
Taubert, J., Alais, D., & Burr, D. C. (2016) · Scientific Reports · doi:10.1038/srep32239 · Cited by 146 · see citing works
Resting-State Neural Activity across Face-Selective Cortical Regions Is Behaviorally Relevant
Zhu, Q., Zhang, J., Luo, Y., Dilks, D. D., & Jia Liu, B. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.0873-11.2011 · Cited by 127 · see citing works
“…two face-selective regions in the occipitotemporal cortex that are primarily involved in recognition of individual identity (Haxby et al., 2000; Calder and Young, 2005; Ishai, 2008)—the occipital face area (OFA) (Gauthier et al., 2000) and the fusiform face area (FFA) (Kanwisher et al.,…”
BackgroundFunctional Mapping of Face-Selective Regions in the Extrastriate Visual Cortex of the Marmoset
Hung, C.-C., Yen, C. C., Ciuchta, J. L., Papoti, D., Bock, N. A., Leopold, D. A., & Silva, A. C. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.2659-14.2015 · Cited by 163 · see citing works
“The dorsal and ventral streams of face processing One similarity between our data and previous reports of faceselective responses in macaques and humans is the apparent division between dorsal and ventral face patches (Calder and Young, 2005; Pinsk et al., 2009; Yovel and Freiwald, 2013).”
BackgroundZebrowitz, L. A. (2006) · Social Cognition · doi:10.1521/soco.2006.24.5.657 · Cited by 141 · see citing works
Reading trustworthiness in faces without recognizing faces
Todorov, A. T., & Duchaine, B. (2008) · Cognitive Neuropsychology · doi:10.1080/02643290802044996 · Cited by 134 · see citing works
“These models posit different neural pathways for processing of relatively invariant facial features essential for recognizing identity and gender and changeable facial features essential for recognizing emotions and gaze direction (but see Calder & Young, 2005, for an alternative view).”
BackgroundEmotion Effects on the N170: A Question of Reference?
Rellecke, J., Sommer, W., & Schacht, A. (2012) · Brain Topography · doi:10.1007/s10548-012-0261-y · Cited by 133 · see citing works
Corcoran, C. M., Keilp, J. G., Jürgen Kayser, A., Klim, C. C., Butler, P. D., Bruder, G. E., Gur, R. C., & Javitt, D. C. (2015) · Psychological Medicine · doi:10.1017/s0033291715000902 · Cited by 135 · see citing works
“One potential basis for integration occurs at the level of regional dysfunction, with both emotion recognition (Calder & Young, 2005; Atkinson & Adolphs, 2011; Said et al. 2011) and verbal communication (Rama et al. 2012; Ozyurek, 2014) depending heavily on structures within the superior temporal…”
BackgroundTask-dependent Activation of Face-sensitive Cortex: An fMRI Adaptation Study
Kadosh, K. C., Henson, R. N., Kadosh, R. C., Johnson, M. H., & Dick, F. (2009) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21224 · Cited by 105 · see citing works
“This model is supported by behavioral (eg, Calder, Young, Keane, & Dean, 2000 ) and neuropsychological studies (Young, Newcombe, de Haan, Small, & Hay, 1993 , but see Calder & Young, 2005 ), and served as the basis for an important distinction introduced by Haxby et al.”
BackgroundMethodResultInfluentialEnhanced visual short-term memory for angry faces.
Jackson, M. C., Wu, C.-Y., Linden, D. E. J., & Raymond, J. E. (2009) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/a0013895 · Cited by 125 · see citing works
Can predictive coding explain repetition suppression?
Grotheer, M., & Kovács, G. (2016) · Cortex · doi:10.1016/j.cortex.2015.11.027 · Cited by 108 · see citing works
“The authors were able to isolate two segregated sub-populations of FFA voxels showing either RS or RE, suggesting that prediction and prediction error are indeed the functions of distinct neuron populations.”
BackgroundInfluentialJiang, Y., Shannon, R. W., Vizueta, N., Bernat, E. M., Patrick, C. J., & He, S. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.09.038 · Cited by 126 · see citing works
“To investigate this possibility, we extracted the data in the OFA from our previous neuroimaging study (Jiang and He, 2006), since the OFA is believed to be the first stage in face processing models (Calder and Young, 2005; Haxby et al., 2000).”
MethodWagner, U., Kashyap, N., Diekelmann, S., & Jan Born, A. (2007) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2007.01.004 · Cited by 114 · see citing works
“Apart from the identiWcation of familiar persons, conveying emotional information via facial expression is the second major function of faces (see Calder & Young, 2005, for a recent discussion of both functions).”
BackgroundUnderstanding others: Emotion recognition in humans and other animals
Ferretti, V., & Papaleo, F. (2018) · Genes Brain & Behavior · doi:10.1111/gbb.12544 · Cited by 128 · see citing works
Gender and Visibility of Sexual Cues Influence Eye Movements While Viewing Faces and Bodies
Nummenmaa, L., Hietanen, J. K., Santtila, P. O., & Hyönä, J. (2012) · Archives of Sexual Behavior · doi:10.1007/s10508-012-9911-0 · Cited by 113 · see citing works
Contributions of facial expressions and body language to the rapid perception of dynamic emotions
Martínez, L., Falvello, V., Aviezer, H., & Todorov, A. T. (2016) · Cognition & Emotion · doi:10.1080/02699931.2015.1035229 · Cited by 119 · see citing works
“In particular, the majority of prior research on emotion perception has focused solely on the face without taking into account the contributions of the affective body context (e.g., Ambady & Weisbuch, 2011; Calder & Young, 2005; Ekman, 1993; Smith, Cottrell, Gosselin, & Schyns, 2005).”
BackgroundTodd, R. M., Lewis, M. D., Meusel, L.-A., & Zelazo, P. D. (2007) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2007.10.011 · Cited by 121 · see citing works
“It has been proposed that, in adults, the processing of facial affect and identity is subserved by overlapping (Calder & Young, 2005) and mutually interacting (Vuilleumier & Pourtois, 2007) networks.”
BackgroundFox, C. J., Oruc, I., & Barton, J. (2008) · Journal of Vision · doi:10.1167/8.3.11 · Cited by 115 · see citing works
Two 'what' pathways for action and object recognition.
Wurm, M. F., & Caramazza, A. (2021) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2021.10.003 · Cited by 114 · see citing works
Inside-Out: From Basic Emotions Theory to the Behavioral Ecology View
Crivelli, C., & Fridlund, A. J. (2019) · Journal of Nonverbal Behavior · doi:10.1007/s10919-019-00294-2 · Cited by 160 · see citing works
How to Map Theory: Reliable Methods Are Fruitless Without Rigorous Theory
Gray, K. J. (2017) · Perspectives on Psychological Science · doi:10.1177/1745691617691949 · Cited by 103 · see citing works
“For example, proper facial recognition needs the more basic processes of vision and memory (Calder & Young, 2005; Young, Hugenberg, Bernstein, & Sacco, 2012).”
BackgroundAdaptive evolution of facial colour patterns in Neotropical primates
Santana, S., Alfaro, J. L., & Alfaro, M. (2012) · Proceedings of the Royal Society of London. Biological Sciences · doi:10.1098/rspb.2011.2326 · Cited by 113 · see citing works
- Authors
- Calder, A. J., & Young, A. W.
- Affiliations
- MRC Cognition and Brain Sciences Unit (GB)
- University of York (GB)
- Corresponding author
- Calder, Andrew J.
- ORCID
- Young, Andrew W.
- Venue
- Nature Reviews Neuroscience
- Published
- 2005-08
- Volume
- 6
- Issue
- 8
- Pages
- 641-651
- ISSN
- 1471-003X (ISSN-L)
- 1471-0048
- OpenAlex
- W2008222302
- Cited by
- 948
- References
- 124
- Citations by year
- 2026: 19 · 2025: 27 · 2024: 33 · 2023: 34 · 2022: 65 · 2021: 41 · 2020: 47 · 2019: 37 · 2018: 53 · 2017: 58 · 2016: 59 · 2015: 60 · 2014: 49 · 2013: 48 · 2012: 56
- FWCI
- 2.70
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature reviews. Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (submittedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Face Recognition and Perception
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Face recognition and analysis
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Evolutionary Psychology and Human Behavior
- Keywords
- face identification, facial expression recognition, face perception, two-pathway model, functional specialization, social signals
- MeSH terms
- Face, Humans, Pattern Recognition, Visual, Visual Pathways, Recognition, Psychology
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