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Original Articles

What's distinctive about a distinctive face?

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Pages 119-141 | Received 20 Nov 1992, Published online: 29 May 2007

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (11)

Or Catz & Michael B. Lewis. (2020) Exploring distinctiveness, attractiveness and sexual dimorphism in actualized face-spaces. Visual Cognition 28:9, pages 453-469.
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MitchellM. Metzger. (2011) Directed Forgetting: Differential Effects on Typical and Distinctive Faces. The Journal of General Psychology 138:2, pages 155-168.
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Isabel M. Santos & Andrew W. Young. (2011) Inferring social attributes from different face regions: Evidence for holistic processing. The Quarterly Journal of Experimental Psychology 64:4, pages 751-766.
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Marsha Meytlis. (2011) A model of face space. Visual Cognition 19:1, pages 13-26.
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Adriana Angeli, Jules Davidoff & Tim Valentine. (2008) Face familiarity, distinctiveness, and categorical perception. The Quarterly Journal of Experimental Psychology 61:5, pages 690-707.
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Fiona N. Newell, Patrick Chiroro & Tim Valentine. (1999) Recognizing Unfamiliar Faces: The Effects of Distinctiveness and View. The Quarterly Journal of Experimental Psychology Section A 52:2, pages 509-534.
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Michael B. Lewis Robert. (1999) A Unified Account of the Effects of Caricaturing Faces. Visual Cognition 6:1, pages 1-42.
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Helmut Leder Vicki Bruce. (1998) Local and Relational Aspects of Face Distinctiveness. The Quarterly Journal of Experimental Psychology Section A 51:3, pages 449-473.
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Michael B. Lewis. (1997) Familiarity, Target Set and False Positives in Face Recognition. European Journal of Cognitive Psychology 9:4, pages 437-459.
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R.A. Johnston, A.B. Milne, C. Williams & J. Hosie. (1997) Do Distinctive Faces Come from Outer Space? An Investigation of the Status of a Multidimensional Face-Space. Visual Cognition 4:1, pages 59-67.
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Articles from other publishers (60)

Su Keun Jeong. (2023) Cross-cultural consistency of image memorability. Scientific Reports 13:1.
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Grit Herzmann, Olivia Ogle & Tim Curran. (2022) More elaborate processing of own‐race faces and less elaborate processing of other‐race faces contribute to the other‐race effect in face memory. British Journal of Psychology 113:4, pages 1033-1055.
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Bruno Rossion. (2022) Twenty years of investigation with the case of prosopagnosia PS to understand human face identity recognition. Part I: Function. Neuropsychologia 173, pages 108278.
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Catarina Barros, Pedro B. Albuquerque, Raquel Pinto & Mohamad El Haj. (2021) The effect of distinctive facial features on destination memory. Scandinavian Journal of Psychology 62:4, pages 502-509.
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Griffin E. Koch, Essang Akpan & Marc N. Coutanche. (2020) Image memorability is predicted by discriminability and similarity in different stages of a convolutional neural network. Learning & Memory 27:12, pages 503-509.
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Nicole C. Rust & Vahid Mehrpour. (2020) Understanding Image Memorability. Trends in Cognitive Sciences 24:7, pages 557-568.
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Joao Neves & Hugo Proenca. (2019) “A Leopard Cannot Change Its Spots”: Improving Face Recognition Using 3D-Based Caricatures. IEEE Transactions on Information Forensics and Security 14:1, pages 151-161.
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Wilma A. Bainbridge. 2019. Knowledge and Vision. Knowledge and Vision 1 27 .
Tijana Sustersic, Aleksandra Vulovic, Nemanja Trifunovic, Ivan Milankovic & Nenad Filipovic. 2019. Exploring the DataFlow Supercomputing Paradigm. Exploring the DataFlow Supercomputing Paradigm 171 196 .
Jo Lane, Emilie M. F. Rohan, Faran Sabeti, Rohan W. Essex, Ted Maddess, Nick Barnes, Xuming He, Rachel A. Robbins, Tamara Gradden & Elinor McKone. (2018) Improving face identity perception in age-related macular degeneration via caricaturing. Scientific Reports 8:1.
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Elinor McKone, Rachel A. Robbins, Xuming He & Nick Barnes. (2018) Caricaturing faces to improve identity recognition in low vision simulations: How effective is current-generation automatic assignment of landmark points?. PLOS ONE 13:10, pages e0204361.
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Chi-Hsun Chang, Dan Nemrodov, Andy C. H. Lee & Adrian Nestor. (2017) Memory and Perception-based Facial Image Reconstruction. Scientific Reports 7:1.
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Vassiki Chauhan, Matteo Visconti di Oleggio Castello, Alireza Soltani & Maria Ida Gobbini. (2017) Social Saliency of the Cue Slows Attention Shifts. Frontiers in Psychology 8.
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Jessica Taubert, Kimberly B. Weldon & Lisa A. Parr. (2016) Robust representations of individual faces in chimpanzees (Pan troglodytes) but not monkeys (Macaca mulatta). Animal Cognition 20:2, pages 321-329.
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Ankit Srivastava, Suraj Mane, Aaditya Shah, Nirmit Shrivastava & Bhushan Thakare. (2017) A survey of face detection algorithms. A survey of face detection algorithms.
Cheston Tan, Stephane Lallee & Bappaditya Mandal. 2017. Computational and Cognitive Neuroscience of Vision. Computational and Cognitive Neuroscience of Vision 195 219 .
Michael J. Wilber, Vitaly Shmatikov & Serge Belongie. (2016) Can we still avoid automatic face detection?. Can we still avoid automatic face detection?.
André Silva, António F. Macedo, Pedro B. Albuquerque & Joana Arantes. (2016) Always on My Mind? Recognition of Attractive Faces May Not Depend on Attention. Frontiers in Psychology 7.
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Zoya Bylinskii, Phillip Isola, Constance Bainbridge, Antonio Torralba & Aude Oliva. (2015) Intrinsic and extrinsic effects on image memorability. Vision Research 116, pages 165-178.
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A. Tsifouti, S. Triantaphillidou, M.-C. Larabi, E. Bilissi & A. Psarrou. (2015) A case study in identifying acceptable bitrates for human face recognition tasks. Signal Processing: Image Communication 36, pages 14-28.
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I. Bülthoff & F.N. Newell. (2015) Distinctive voices enhance the visual recognition of unfamiliar faces. Cognition 137, pages 9-21.
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Ognjen Arandelovic. (2014) A framework for improving the performance of verification algorithms with a low false positive rate requirement and limited training data. A framework for improving the performance of verification algorithms with a low false positive rate requirement and limited training data.
Markus Bindemann, Janice Attard, Amy Leach & Robert A. Johnston. (2013) The Effect of Image Pixelation on Unfamiliar-Face Matching. Applied Cognitive Psychology 27:6, pages 707-717.
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James Nicholson, Lynne Coventry & Pam Briggs. (2013) Faces and Pictures: Understanding age differences in two types of graphical authentications. International Journal of Human-Computer Studies 71:10, pages 958-966.
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Melanie Sauerland, Anna Sagana & Henry Otgaar. (2013) Theoretical and legal issues related to choice blindness for voices. Legal and Criminological Psychology 18:2, pages 371-381.
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Sharon Gilad-Gutnick, Galit Yovel & Pawan Sinha. (2012) Recognizing Degraded Faces: The Contribution of Configural and Featural Cues. Perception 41:12, pages 1497-1511.
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Peter J. B. Hancock. 2012. Craniofacial Identification. Craniofacial Identification 11 23 .
Steven G. Young, Kurt Hugenberg, Michael J. Bernstein & Donald F. Sacco. (2011) Perception and Motivation in Face Recognition. Personality and Social Psychology Review 16:2, pages 116-142.
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Ahmed M. Megreya, Markus Bindemann & Catriona Havard. (2011) Sex differences in unfamiliar face identification: Evidence from matching tasks. Acta Psychologica 137:1, pages 83-89.
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Richard Russell. (2009) A Sex Difference in Facial Contrast and its Exaggeration by Cosmetics. Perception 38:8, pages 1211-1219.
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Mayu Nishimura, Daphne Maurer & Xiaoqing Gao. (2009) Exploring children’s face-space: A multidimensional scaling analysis of the mental representation of facial identity. Journal of Experimental Child Psychology 103:3, pages 355-375.
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Or Catz, Michal Kampf, Israel Nachson & Harvey Babkoff. (2009) From theory to implementation: Building a multidimensional space for face recognition. Acta Psychologica 131:2, pages 143-152.
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Ayelet Akselrod-Ballin & Shimon Ullman. (2008) Distinctive and compact features. Image and Vision Computing 26:9, pages 1269-1276.
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Isabel M Santos & Andrew W Young. (2008) Effects of Inversion and Negation on Social Inferences from Faces. Perception 37:7, pages 1061-1078.
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Manuele Bicego, Enrico Grosso, Andrea Lagorio, Gavin Brelstaff, Linda Brodo & Massimo Tistarelli. (2008) Distinctiveness of faces. ACM Transactions on Applied Perception 5:2, pages 1-18.
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Ahmed M. Megreya & A. Mike Burton. (2007) Hits and false positives in face matching: A familiarity-based dissociation. Perception & Psychophysics 69:7, pages 1175-1184.
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Jae-Jin Ryu & Avi Chaudhuri. (2016) Differences in Attentional Involvement Underlying the Perception of Distinctive and Typical Faces. Perception 36:7, pages 1057-1065.
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Ahmed M. Megreya & A. Mike Burton. (2006) Unfamiliar faces are not faces: Evidence from a matching task. Memory & Cognition 34:4, pages 865-876.
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Charity Brown & Toby J. Lloyd-Jones. (2006) Beneficial effects of verbalization and visual distinctiveness on remembering and knowing faces. Memory & Cognition 34:2, pages 277-286.
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Gillian Rhodes. (2006) The Evolutionary Psychology of Facial Beauty. Annual Review of Psychology 57:1, pages 199-226.
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Claus-Christian Carbon & Helmut Leder. (2016) When Feature Information Comes First! Early Processing of Inverted Faces. Perception 34:9, pages 1117-1134.
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Claus-Christian Carbon & Helmut Leder. (2005) The Repeated Evaluation Technique (RET). A method to capture dynamic effects of innovativeness and attractiveness. Applied Cognitive Psychology 19:5, pages 587-601.
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Graham Byatt & Gillian Rhodes. (2004) Identification of own-race and other-race faces: Implications for the representation of race in face space. Psychonomic Bulletin & Review 11:4, pages 735-741.
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Christoph Lehmann, Thomas Mueller, Andrea Federspiel, Daniela Hubl, Gerhard Schroth, Oswald Huber, Werner Strik & Thomas Dierks. (2004) Dissociation between overt and unconscious face processing in fusiform face area. NeuroImage 21:1, pages 75-83.
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W. Zhao, R. Chellappa, P. J. Phillips & A. Rosenfeld. (2003) Face recognition. ACM Computing Surveys 35:4, pages 399-458.
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Richard Russell. (2016) Sex, Beauty, and the Relative Luminance of Facial Features. Perception 32:9, pages 1093-1107.
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Gillian Rhodes, Sakiko Yoshikawa, Alison Clark, Kieran Lee, Ryan McKay & Shigeru Akamatsu. (2016) Attractiveness of Facial Averageness and Symmetry in Non-Western Cultures: In Search of Biologically Based Standards of Beauty. Perception 30:5, pages 611-625.
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Gillian Rhodes, Leslie A Zebrowitz, Alison Clark, S.Michael Kalick, Amy Hightower & Ryan McKay. (2001) Do facial averageness and symmetry signal health?. Evolution and Human Behavior 22:1, pages 31-46.
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Helmut Leder & Vicki Bruce. (2000) Inverting line drawings of faces 1This manuscript was started in Stirling when the first author was staying there with a research Grant from the Swiss National Fond. We want to thank Alexia Knüsel and Anne Zbinden for their help in data collection and Adrian von Mühlenen who allowed to publish his face to illustrate the stimulus material. Moreover, we thank two anonymous reviewers for their comments.. Swiss Journal of Psychology 59:3, pages 159-169.
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Roberto Cabeza, Vicki Bruce, Takashi Kato & Masaomi Oda. (1999) The prototype effect in face recognition: Extension and limits. Memory & Cognition 27:1, pages 139-151.
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A.Mike Burton, Vicki Bruce & P.J.B. Hancock. (2010) From Pixels to People: A Model of Familiar Face Recognition. Cognitive Science 23:1, pages 1-31.
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Gillian Rhodes, Susan Carey, Graham Byatt & Fiona Proffitt. (1998) Coding spatial variations in faces and simple shapes: a test of two models. Vision Research 38:15-16, pages 2307-2321.
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Graham Byatt & Gillian Rhodes. (1998) Recognition of own-race and other-race caricatures: implications for models of face recognition. Vision Research 38:15-16, pages 2455-2468.
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Vicki Bruce, Peter J. B. Hancock & A. Mike Burton. 1998. Face Recognition. Face Recognition 51 72 .
R. Campbell, O. Pascalis, M. Coleman, S. B. Wallace & P. J. Benson. (1997) Are faces of different species perceived categorically by human observers?. Proceedings of the Royal Society of London. Series B: Biological Sciences 264:1387, pages 1429-1434.
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Gillian Rhodes, Graham Byatt, Tanya Tremewan & Anthony Kennedy. (2016) Facial Distinctiveness and the Power of Caricatures. Perception 26:2, pages 207-223.
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Nicholas P. Costen, Denis M. Parker & Ian Craw. (1996) Effects of high-pass and low-pass spatial filtering on face identification. Perception & Psychophysics 58:4, pages 602-612.
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Helmut Leder. (2016) Line Drawings of Faces Reduce Configural Processing. Perception 25:3, pages 355-366.
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Peter J. B. Hancock, A. Mike Burton & Vicki Bruce. (1996) Face processing: Human perception and principal components analysis. Memory & Cognition 24:1, pages 26-40.
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Vicki Bruce, Anne Coombes & Robin Richards. (1993) Describing the shapes of faces using surface primitives. Image and Vision Computing 11:6, pages 353-363.
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