The DOI matches its Crossref record; 12 of the 12 references it cites were found in a registry or an index.
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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“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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“Is multimodal analysis involved? The co-occurrence of impairments in the recognition of facial and vocal expression is not restricted to cases that show disproportionate impairments for one emotion; in fact, the relationship is if anything more striking in patients who have general problems in recognizing facial expre…”
BackgroundNeuropsychology of fear and loathing
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Hess, U., & Fischer, A. (2013) · Personality and Social Psychology Review · doi:10.1177/1088868312472607 · Cited by 596
“Research suggests that face identity recognition and facial expression recognition are partially subserved by overlapping neural systems (Calder & Young, 2005; Haxby, Hoffman, & Gobbini, 2000) and facial expressions have been found to impact on the perception of gender (Hess, Adams, Grammer, &…”
BackgroundA dynamic interactive theory of person construal.
Freeman, J. B., & Ambady, N. (2011) · Psychological Review · doi:10.1037/a0022327 · Cited by 663
Adaptation: from single cells to BOLD signals
Krekelberg, B., Boynton, G. M., & Wezel, R. J. A. V. (2006) · Trends in Neurosciences · doi:10.1016/j.tins.2006.02.008 · Cited by 496
TMS Evidence for the Involvement of the Right Occipital Face Area in Early Face Processing
Pitcher, D., Walsh, V., Yovel, G., & Duchaine, B. (2007) · Current Biology · doi:10.1016/j.cub.2007.07.063 · Cited by 468
“Such a conclusion is in keeping with two influential models of the face-processing network [8, 9] that claim that the OFA generates an initial representation of a face before subsequent processing of other features such as identity and emotional expression.”
BackgroundResultA Revised Neural Framework for Face Processing
Duchaine, B., & Yovel, G. (2015) · Annual Review of Vision Science · doi:10.1146/annurev-vision-082114-035518 · Cited by 561
N170 sensitivity to facial expression: A meta-analysis
Hinojosa, J. A., Mercado, F., & Carretié, L. (2015) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2015.06.002 · Cited by 494
Role of facial expressions in social interactions
Frith, C. (2009) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2009.0142 · Cited by 484
“Evidence that these two routes are indeed parallel comes from the study of patients who have acquired the inability to recognize faces (prosopagnosia) as the result of brain injury, usually to the right temporal lobe (Calder & Young 2005).”
BackgroundEmotions in word and face processing: early and late cortical responses.
Schacht, A., & Sommer, W. (2009) · Brain and Cognition · doi:10.1016/j.bandc.2008.11.005 · Cited by 456
“…pathways, this has been called into question by recent findings (for 1 Please, note that differences in the distributions of the reported ERP effects migh be due to differences in reference electrode placement (cf. Junghöfer, Peyk, Flaisch, & Schupp, 2006). t review see Calder & Young, 2005).”
BackgroundResultTuning the developing brain to social signals of emotions
Leppänen, J. M., & Nelson, C. A. (2008) · Nature reviews. Neuroscience · doi:10.1038/nrn2554 · Cited by 457
Family resemblance: Ten family members with prosopagnosia and within-class object agnosia
Duchaine, B., Germine, L. T., & Nakayama, K. (2007) · Cognitive Neuropsychology · doi:10.1080/02643290701380491 · Cited by 411
“First, the clear distinction between the family members’ deficits with facial identity perception and normal performance with emotion recognition support models proposing that facial identity and facial emotion are processed by separate mechanisms (Bruce & Young, 1986; Haxby et al., 2000) and are inconsistent with uni…”
Differential selectivity for dynamic versus static information in face-selective cortical regions
Pitcher, D., Dilks, D. D., Saxe, R. R., Triantafyllou, C., & Kanwisher, N. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.03.067 · Cited by 450
“We found a main effect of category (F (1, 10) = 136, p b 0.001) demonstrating a larger overall response to faces than to objects.”
InfluentialThe role of the occipital face area in the cortical face perception network
Pitcher, D., Walsh, V., & Duchaine, B. (2011) · Experimental Brain Research · doi:10.1007/s00221-011-2579-1 · Cited by 399
“In addition, demonstrating that particular face-selective areas are functionally active at multiple times will address whether the predicted feedback mechanisms are operating in the network (Haxby et al. 2000; Calder and Young 2005; Fairhall and Ishai 2007).”
BackgroundInfluentialFamiliar and unfamiliar face recognition: A review
Johnston, R., & Edmonds, A. J. (2009) · Memory · doi:10.1080/09658210902976969 · Cited by 380
“It is interesting to note that Calder and Young (2005) have also proposed a PCA account of face perception, with particular relation to the processing of identity and expression information.”
BackgroundTranscranial Magnetic Stimulation Disrupts the Perception and Embodiment of Facial Expressions
Pitcher, D., Garrido, L., Walsh, V., & Duchaine, B. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.1450-08.2008 · Cited by 390
“, 2000) and is the first stage in hierarchical faceprocessing models (Haxby et al., 2000; Calder and Young, 2005; Fairhall and Ishai, 2007).”
BackgroundInfluentialFacial Expression Recognition by De-expression Residue Learning
Yang, H., Çiftçi, U. A., & Yin, L. (2018) · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · doi:10.1109/cvpr.2018.00231 · Cited by 466
“, neutral expression) of the same subject [4] [5] [10].”
BackgroundTodorov, A. (2008) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1440.012 · Cited by 382
“…processing of relatively invariant facial features essential for recognizing identity and gender and changeable facial features essential for recognizing emotions and gaze direction (Bruce & Young 1986; Haxby et al. 2000; Perrett et al. 1992; but see Calder & Young 2005 for an alternative view).”
BackgroundAlexithymia, Not Autism, Predicts Poor Recognition of Emotional Facial Expressions
Cook, R., Brewer, R., Shah, P., & Bird, G. (2013) · Psychological Science · doi:10.1177/0956797612463582 · Cited by 378
Visual adaptation and face perception
Webster, M. A., & MacLeod, D. I. A. (2011) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2010.0360 · Cited by 340
Neural Responses to Facial Expression and Face Identity in the Monkey Amygdala
Gothard, K. M., Battaglia, F. P., Erickson, C. A., Spitler, K. M., & Amaral, D. G. (2006) · Journal of Neurophysiology · doi:10.1152/jn.00714.2006 · Cited by 343
“…et al. 1999; Tsao et al. 2003; Young and Yamane 1992) and in the amygdala (Leonard et al. 1985; Nakamura et al. 1992; Sanghera et al. 1979), yet little evidence has been available for either clearly separate or joint processing of facial identity and facial expressions (Calder and Young 2005).”
BackgroundBarraclough, N. E., Xiao, D., Baker, C. I., Oram, M. W., & Perrett, D. I. (2005) · Journal of Cognitive Neuroscience · doi:10.1162/0898929053279586 · Cited by 335
Taylor, J. C., Wiggett, A. J., & Downing, P. E. (2007) · Journal of Neurophysiology · doi:10.1152/jn.00012.2007 · Cited by 315
Perception of Face Parts and Face Configurations: An fMRI Study
Jia Liu, B., Harris, A. M., & Kanwisher, N. (2009) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21203 · Cited by 330
Tistarelli, M., & Li, S. (2019) · Censorship, Surveillance, and Privacy · doi:10.4018/978-1-4666-5966-7.ch001 · Cited by 335
“(Tranel, Damasio, & Damasio, 1988; Calder, Young, Rowland, Perrett, Hodges, & Etcoff, 1996; Humphreys, Donnell, & Riddoch, 1993;Calder & Young, 2005).”
Emotion, decision making, and the amygdala.
Seymour, B., & Dolan, R. (2008) · Neuron · doi:10.1016/j.neuron.2008.05.020 · Cited by 324
“Furthermore , people's tendencies to overvalue losses in comparison to gains, apparent in loss aversion, has been suggested to be related to the dominance of automatic responses to losses (Camerer , 2005; Trepel et al., 2005).”
BackgroundStructural resemblance to emotional expressions predicts evaluation of emotionally neutral faces.
Said, C. P., Sebe, N., & Todorov, A. T. (2009) · Emotion · doi:10.1037/a0014681 · Cited by 322
A comparative view of face perception.
Leopold, D. A., & Rhodes, G. (2010) · Journal of Comparative Psychology · doi:10.1037/a0019460 · Cited by 311
“Different circuits in the brain support the perception of different kinds of information, a principle that is evident in both brain damaged patients and functional imaging studies (Adolphs, Tranel, & Damasio, 1998; Calder & Young, 2005; Hoffman & Haxby, 2000; Humphreys, Donnelly, & Riddoch, 1993).”
BackgroundAttention and emotion: An integrative review of emotional face processing as a function of attention
Schindler, S., & Bublatzky, F. (2020) · Cortex · doi:10.1016/j.cortex.2020.06.010 · Cited by 368
Unraveling the distributed neural code of facial identity through spatiotemporal pattern analysis
Nestor, A., Plaut, D. C., & Behrmann, M. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1102433108 · Cited by 298
“Functional scans were slice scan time corrected, motion corrected, coregistered to the same anatomical image, and normalized to percentage of signal change using AFNI (11).”
MethodShahrestani, S., Kemp, A. H., & Guastella, A. J. (2013) · Neuropsychopharmacology · doi:10.1038/npp.2013.86 · Cited by 283
Perceptual and affective mechanisms in facial expression recognition: An integrative review
Calvo, M. G., & Nummenmaa, L. (2015) · Cognition & Emotion · doi:10.1080/02699931.2015.1049124 · Cited by 329
“…role as a general-purpose emotion processing unit, assigning affective significance to sensory events (LeDoux & Phelps, 2008; Vuilleumier, 2009), whereas the posterior areas of the STS (pSTS) play a critical role in encoding changeable aspects of faces (Calder & Young, 2005; Engell & Haxby, 2007).”
BackgroundFacial-Expression and Gaze-Selective Responses in the Monkey Amygdala
Hoffman, K. L., Gothard, K. M., Schmid, M. C., & Logothetis, N. K. (2007) · Current Biology · doi:10.1016/j.cub.2007.03.040 · Cited by 258
Social interactions, emotion and sleep: A systematic review and research agenda
Beattie, L., Kyle, S. D., Espie, C. A., & Biello, S. M. (2014) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2014.12.005 · Cited by 290
Sex-specific norms code face identity.
Rhodes, G., Jaquet, E., Jeffery, L., Evangelista, E., Keane, J., & Calder, A. (2011) · Journal of Vision · doi:10.1167/11.1.1 · Cited by 246
“A similar model has been proposed to handle the dissociable coding of facial identity and expression (Calder & Young, 2005) and the dissociable coding of faces of different races (Rhodes & Jaquet, 2010).”
Self-citationDistributed Neural Systems for Face Perception
Haxby, J. V., & Gobbini, M. I. (2011) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780199559053.013.0006 · Cited by 215
“We explored how the distinct responses to faces and other object categories were, in fact, organized, leading to the development of multivariate pattern (MVP) analysis and understanding the response to faces in ventral temporal cortex as a distributed population code (Haxby et al., 2001 ).”
BackgroundThe Functional Neuroanatomy of Human Face Perception
Kalanit Grill-spector, A., Weiner, K. S., Kay, K., & Gomez, J. (2017) · Annual Review of Vision Science · doi:10.1146/annurev-vision-102016-061214 · Cited by 290
“…and recognition (Fang & He 2005, Grill-Spector et al. 2004, Moutoussis & Zeki 2002, Tong et al. 1998) and the latter are associated with dynamic aspects of face perception (Andrews & Ewbank 2004, Calder & Young 2005, Calder et al. 2007, Pitcher et al. 2011a, Puce et al. 1998, Winston et al. 2004).”
The impact of facemasks on emotion recognition, trust attribution and re-identification
Marini, M., Ansani, A., Fabio Paglieri, A., Caruana, F., & Viola, M. (2021) · Scientific Reports · doi:10.1038/s41598-021-84806-5 · Cited by 246
FOX, C., MOON, S., Iaria, G., & Barton, J. J. S. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.09.011 · Cited by 198
“Revisions of the current model of face processing may be required if further evidence against independent processing accumulates (Calder and Young, 2005).”
BackgroundInfluentialSocial cognition in schizophrenia: a review of face processing
Marwick, K., & Hall, J. (2008) · British Medical Bulletin · doi:10.1093/bmb/ldn035 · Cited by 214
Impaired holistic coding of facial expression and facial identity in congenital prosopagnosia
Palermo, R., Willis, M., Rivolta, D., McKone, E., Wilson, C., & Calder, A. (2011) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2011.02.021 · Cited by 212
“However, as this data can also be modelled within a single multi-dimensional system, there may not be an absolute dissociation between the composite effect for expression and identity (Calder and Young, 2005).”
Self-citationDistributed representations of dynamic facial expressions in the superior temporal sulcus
Said, C. P., Moore, C. D., Engell, A. D., Todorov, A. T., & Haxby, J. V. (2010) · Journal of Vision · doi:10.1167/10.5.11 · Cited by 181
“Among these, there is growing evidence that the STS is involved in the perception of facial expressions (Adolphs, 2002; Calder & Young, 2005; Engell & Haxby, 2007; Furl, van Rijsbergen, Treves, Friston, & Dolan, 2007; Haxby, Hoffman, & Gobbini, 2000; Ishai, 2008; Narumoto, Okada, Sadato, Fukui, &…”
Face gender and emotion expression: are angry women more like men?
Hess, U., Adams, R. B., Grammer, K., & Kleck, R. (2009) · Journal of Vision · doi:10.1167/9.12.19 · Cited by 200
Two neural pathways of face processing: A critical evaluation of current models
Bernstein‐Eliav, M., & Yovel, G. (2015) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2015.06.010 · Cited by 219
Understanding person perception
Young, A. W., & Bruce, V. (2011) · British Journal of Psychology · doi:10.1111/j.2044-8295.2011.02045.x · Cited by 182
“Consistent with this line of reasoning, the posterior STS part of Haxby et al.’s (2000, 2002) core system that deals with changeable aspects of faces is either very close to or itself a multimodal region capable of integrating information from vision and hearing (Calder & Young, 2005).”
Self-citationFusiform gyrus face-selectivity reflects facial recognition ability
Furl, N., Garrido, L., Dolan, R., Driver, J., & Duchaine, B. (2010) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2010.21545 · Cited by 195
“…on whether anatomically separable or functionally independent pathways subserve identity versus expression processing, potentially favoring the alternative proposal that form-based representations of identities and expressions may share some common visual representations (Calder & Young, 2005).”
The Faces in Infant-Perspective Scenes Change over the First Year of Life
Jayaraman, S., Fausey, C. M., & Smith, L. B. (2015) · PLoS ONE · doi:10.1371/journal.pone.0123780 · Cited by 214
“People can rapidly identify the faces of a large number of individuals, can categorize (known and unknown) faces by age, gender, and race, and can read the intentions and goals of others from their facial gestures [1–5].”
BackgroundBehavioural and neurophysiological evidence for face identity and face emotion processing in animals
Tate, A. J., Fischer, H., Leigh, A. E., & Kendrick, K. M. (2006) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2006.1937 · Cited by 207
The contribution of different facial regions to the recognition of conversational expressions
Nusseck, M., Cunningham, D. W., Wallraven, C., & Bülthoff, H. (2008) · Journal of Vision · doi:10.1167/8.8.1 · Cited by 168
“…perception of facial expressions showed explicitly that different facial areas are responsible for the recognition of different facial expressions (for an overview, see Adolphs, 2002; Calder & Young, 2005; Russell & Fernandez-Dols, 1997; Schwaninger, Wallraven, Cunningham, & Chiller-Glaus, 2006).”
BackgroundAn investigation of basic facial expression recognition in autism spectrum disorders
Wallace, S., Coleman, M., & Bailey, A. J. (2008) · Cognition & Emotion · doi:10.1080/02699930701782153 · Cited by 194
“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 ).”
MethodAtypical interoception as a common risk factor for psychopathology: A review
Brewer, R., Murphy, J., & Bird, G. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.07.036 · Cited by 180
The neuropsychology of face perception: beyond simple dissociations and functional selectivity
Atkinson, A. P., & Adolphs, R. (2011) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2010.0349 · Cited by 197
Atkinson, A. P. (2009) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2009.05.019 · Cited by 174
Brain systems for assessing the affective value of faces
Said, C. P., Haxby, J. V., & Todorov, A. T. (2011) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2010.0351 · Cited by 172
Learning Race from Face: A Survey
Fu, S., He, H., & Hou, Z.-G. (2014) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2014.2321570 · Cited by 178
The Kuleshov Effect: the influence of contextual framing on emotional attributions
Mobbs, D., Weiskopf, N., Lau, H. C., Featherstone, E., Dolan, R. J., & Frith, C. D. (2006) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsl014 · Cited by 178
“This theory seems unlikely given that examination of the null events did not reveal temporal pole activity (Table 4) and therefore supports a role for the temporal pole in face processing (Haxby et al., 2000; Calder and Young, 2005).”
BackgroundLearning faces from photographs.
Longmore, C. A., Liu, C. H., & Young, A. W. (2008) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.34.1.77 · Cited by 167
Self-citationHolistic person processing: Faces with bodies tell the whole story.
Aviezer, H., Yaacov Trope, B., & Todorov, A. T. (2012) · Journal of Personality and Social Psychology · doi:10.1037/a0027411 · Cited by 173
Many Faces of Expertise: Fusiform Face Area in Chess Experts and Novices
Bilalić, M., Langner, R., Ulrich, R., & Grodd, W. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.5727-10.2011 · Cited by 192
“While it seems the identity of faces is encoded and retrieved in FFA (Haxby et al., 2000; Lehmann et al., 2004; Winston et al., 2004; Calder and Young, 2005; Loffler et al., 2005; but see Rotshtein et al., 2005; Kriegeskorte et al., 2007; Nestor et al., 2008), we have recently shown that the utilization of chess knowl…”
BackgroundMethodSurface-based morphometry reveals the neuroanatomical basis of the five-factor model of personality
Riccelli, R., Toschi, N., Nigro, S. L., Terracciano, A., & Passamonti, L. (2016) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsw175 · Cited by 194
“Nevertheless, we note that the fusiform gyrus is a key part of the neural systems involved in processing facial identity and expressions (Calder and Young, 2005), two social signals at the basis of all human relationships.”
BackgroundResultRellecke, J., Palazova, M., Sommer, W., & Schacht, A. (2011) · Brain and Cognition · doi:10.1016/j.bandc.2011.07.001 · Cited by 189
“…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).”
ResultKaulard, K., Cunningham, D. W., Bülthoff, H., & Wallraven, C. (2012) · PLoS ONE · doi:10.1371/journal.pone.0032321 · Cited by 195
The psychophysics of visual motion and global form processing in autism
Koldewyn, K., Whitney, D. C., & Rivera, S. M. (2009) · Brain · doi:10.1093/brain/awp272 · Cited by 190
Face Processing Systems: From Neurons to Real-World Social Perception
Freiwald, W. A., Duchaine, B., & Yovel, G. (2016) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-070815-013934 · Cited by 192
“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
“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
The inherently contextualized nature of facial emotion perception
Aviezer, H., Ensenberg-Diamant, N., & Hassin, R. R. (2017) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2017.06.006 · Cited by 171
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
“…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. O. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.11.033 · Cited by 130
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
“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. R. (2020) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2020.02.001 · Cited by 212
“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
“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
Resting-State Neural Activity across Face-Selective Cortical Regions Is Behaviorally Relevant
Zhu, Q., Zhang, J., Luo, Y., Dilks, D. D., & Liu, J. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.0873-11.2011 · Cited by 136
“…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 159
“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 148
Reading trustworthiness in faces without recognizing faces
Todorov, A. T., & Duchaine, B. (2008) · Cognitive Neuropsychology · doi:10.1080/02643290802044996 · Cited by 128
“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
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
“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
“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
Can predictive coding explain repetition suppression?
Grotheer, M., & Kovács, G. (2016) · Cortex · doi:10.1016/j.cortex.2015.11.027 · Cited by 108
“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
“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 123
“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 142
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
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
“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 125
“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., Oruç, İ., & Barton, J. J. S. (2008) · Journal of Vision · doi:10.1167/8.3.11 · Cited by 94
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 156
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 174
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
“For example, proper facial recognition needs the more basic processes of vision and memory (Calder & Young, 2005; Young, Hugenberg, Bernstein, & Sacco, 2012).”
Background
Metadata
- 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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