The relationship between shape symmetry and perceived skin condition in male facial attractiveness

Similar documents
Running head: FACIAL SYMMETRY AND PHYSICAL ATTRACTIVENESS 1

Why are average faces attractive? The effect of view and averageness on the attractiveness of female faces

Antiquity, 83(322),

Domain Specificity in Human Symmetry Preferences: Symmetry is Most Pleasant When Looking at Human Faces

Are human faces more attractive with glasses?

Koinophilia and Human Facial Attractiveness

This is an Open Access document downloaded from ORCA, Cardiff University's institutional repository:

Do women s preferences for symmetry change across the menstrual cycle?

Dissociating Averageness and Attractiveness: Attractive Faces Are Not Always Average

PSYCHOLOGICAL SCIENCE. Research Article

PHYSICAL ATTRACTIVENESS. Elaine Hatfield and Richard L. Rapson. University of Hawai i

EXTRACT FROM THESIS BY BC JONES (2004) NB evolutionary advantage view of symmetry. preferences referred to in this manuscript as good

Facial symmetry and the perception ofbeauty

STABILIZING AND DIRECTIONAL SELECTION ON FACIAL PAEDOMORPHOSIS

Consumer Choice Bias Due to Number Symmetry: Evidence from Real Estate Prices. AUTHOR(S): John Dobson, Larry Gorman, and Melissa Diane Moore

University of Stirling, Stirling, FK9 4LA, Scotland, UK

Acta Psychologica 130 (2009) Contents lists available at ScienceDirect. Acta Psychologica. journal homepage:

Fluctuating Asymmetry, Sociosexuality, and Intrasexual Competitive Tactics

Sexual Selection I. A broad overview

Dynamics of aesthetic appreciation

Radiating beauty" in Japan also?

WHY DO PEOPLE CARE ABOUT REPUTATION?

MELODIC AND RHYTHMIC CONTRASTS IN EMOTIONAL SPEECH AND MUSIC

Consumer Choice Bias Due to Number Symmetry: Evidence from Real Estate Prices. AUTHOR(S): John Dobson, Larry Gorman, and Melissa Diane Moore

Sexual Selection I. A broad overview

Comparison, Categorization, and Metaphor Comprehension

Analysis of WFS Measurements from first half of 2004

A 5 Hz limit for the detection of temporal synchrony in vision

Effect of sense of Humour on Positive Capacities: An Empirical Inquiry into Psychological Aspects

Automatic Classification of Chinese Female Facial Beauty using Support Vector Machine

Facial attractiveness: a complexity look

inter.noise 2000 The 29th International Congress and Exhibition on Noise Control Engineering August 2000, Nice, FRANCE

Natural Scenes Are Indeed Preferred, but Image Quality Might Have the Last Word

Brief Report. Development of a Measure of Humour Appreciation. Maria P. Y. Chik 1 Department of Education Studies Hong Kong Baptist University

The Beauty Clock Chapter 1 Ebook excerpt

A Citation Analysis of Articles Published in the Top-Ranking Tourism Journals ( )

Precise Digital Integration of Fast Analogue Signals using a 12-bit Oscilloscope

To those that have, shall be given

Course Description: Required Texts:

Symmetry Is Not a Universal Law of Beauty

Bibliometrics and the Research Excellence Framework (REF)

Speech Recognition and Signal Processing for Broadcast News Transcription

A perceptual study on face design for Moe characters in Cool Japan contents

THE RELATIONSHIP BETWEEN DICHOTOMOUS THINKING AND MUSIC PREFERENCES AMONG JAPANESE UNDERGRADUATES

Module 3: Video Sampling Lecture 16: Sampling of video in two dimensions: Progressive vs Interlaced scans. The Lecture Contains:

Sex differences in preferences for humor produced by men or women: Is humor in the sex of the perceiver? [word count = <2500]

FRAME SCORING BEEF CATTLE: WHY AND HOW. K.C. Olson and J.A. Walker. Department of Animal Science, South Dakota State University

van Schaik, P. (Paul); Ling, J. (Jonathan)

ARChive Online ISSN: The International Conference : Cities Identity Through Architecture and Arts (CITAA)

Subjective evaluation of common singing skills using the rank ordering method

The Evaluation of Interface Aesthetics

Construction of a harmonic phrase

abc Mark Scheme Mathematics 4302 Specification B General Certificate of Secondary Education Module 5 Paper 1 Tier F 43005/1F

abc Mark Scheme Statistics 3311 General Certificate of Secondary Education Higher Tier 2007 examination - June series

Effect of coloration of touch panel interface on wider generation operators

Startle Response. Joyce Ma and Debbie Kim. September 2005

Modeling perceived relationships between melody, harmony, and key

Analysis of data from the pilot exercise to develop bibliometric indicators for the REF

No Evidence for Associations between men s Salivary Testosterone and Responses on the Intrasexual Competitiveness Scale

Does Comprehension Time Constraint Affect Poetic Appreciation of Metaphors?

A Novel Framework for Assessing Facial Attractiveness Based on Facial Proportions

When Do Vehicles of Similes Become Figurative? Gaze Patterns Show that Similes and Metaphors are Initially Processed Differently

Development of a wearable communication recorder triggered by voice for opportunistic communication

Running head: THIS IS THE RUNNING HEAD IN 50 CHARACTERS OR LESS

BBC Television Services Review

INFLUENCE OF MUSICAL CONTEXT ON THE PERCEPTION OF EMOTIONAL EXPRESSION OF MUSIC

Age differences in women s tendency to gossip are mediated by their mate value

Typography & Page Layout

AN ARTISTIC TECHNIQUE FOR AUDIO-TO-VIDEO TRANSLATION ON A MUSIC PERCEPTION STUDY

The interaction of cartoonist s gender and formal features of cartoons*

Expressive performance in music: Mapping acoustic cues onto facial expressions

Are there opposite pupil responses to different aspects of processing fluency?

THE EFFECT OF PERFORMANCE STAGES ON SUBWOOFER POLAR AND FREQUENCY RESPONSES

EXTRASENSORY PERCEPTION IN RELATION TO LENGTH OF THE BIG TOE [ALL CAPS]

1. MORTALITY AT ADVANCED AGES IN SPAIN MARIA DELS ÀNGELS FELIPE CHECA 1 COL LEGI D ACTUARIS DE CATALUNYA

ScienceDirect. Humor styles, self-efficacy and prosocial tendencies in middle adolescents

Detecting Symmetry in Cellular Automata Generated Patterns Using Swarm Intelligence

Musical Entrainment Subsumes Bodily Gestures Its Definition Needs a Spatiotemporal Dimension

Mating Intelligence, Moral Virtues, and Methodological Vices

Effects of Musical Training on Key and Harmony Perception

Analysis of local and global timing and pitch change in ordinary

Female appearance: facial and bodily attractiveness as shape

On time: the influence of tempo, structure and style on the timing of grace notes in skilled musical performance

Open Access Determinants and the Effect on Article Performance

United States Patent: 4,789,893. ( 1 of 1 ) United States Patent 4,789,893 Weston December 6, Interpolating lines of video signals

An Evolutionary Perspective on Humor: Sexual Selection or Interest Indication?

2. Methods Used for Measuring Beauty

To Stylize or not to Stylize? The Effect of Shape and Material Stylization on the Perception of Computer-Generated Faces

However, in studies of expressive timing, the aim is to investigate production rather than perception of timing, that is, independently of the listene

Citation for the original published paper (version of record):

Identifying the Importance of Types of Music Information among Music Students

PROFESSORS: Bonnie B. Bowers (chair), George W. Ledger ASSOCIATE PROFESSORS: Richard L. Michalski (on leave short & spring terms), Tiffany A.

Reaction Time Testing (Saturday, 10 October 1998) -

Compose yourself: The Emotional Influence of Music

Proceedings of Meetings on Acoustics

The Uncanny Valley: Effect of Realism on the Impression of Artificial Human Faces

ELEMENTS AND PRINCIPLES OF DESIGN

To Link this Article: Vol. 7, No.1, January 2018, Pg. 1-11

Interlingual Sarcasm: Prosodic Production of Sarcasm by Dutch Learners of English

YOUR NAME ALL CAPITAL LETTERS

Transcription:

Evolution and Human Behavior 25 (2004) 24 30 The relationship between shape symmetry and perceived skin condition in male facial attractiveness B.C. Jones a, *, A.C. Little a, D.R. Feinberg a, I.S. Penton-Voak b, B.P. Tiddeman c, D.I. Perrett a a School of Psychology, University of St. Andrews, St. Andrews, Fife KY16 9AJ, Scotland, UK b Department of Psychology, University of Stirling, Stirling, UK c School of Computer Science, University of St. Andrews, St. Andrews, Fife KY16 9AJ, Scotland, UK Received 24 September 2003 Abstract Studies have shown that male faces high in symmetry are judged more attractive than faces low in symmetry even in images where visual cues to facial symmetry are reduced. These findings suggest that there are correlates of facial symmetry that influence male facial attractiveness independently of symmetry itself. Apparent healthiness of facial skin is one factor that may influence male facial attractiveness and covary with facial symmetry. Here, using real and composite male faces, we found that males with symmetric faces were perceived as having healthier facial skin than males with relatively asymmetric faces (Study 1), and that facial colour and texture cues were sufficient to maintain an attractiveness symmetry relationship when the influence of facial shape was minimised (Study 2). These findings suggest that colour and texture cues contribute to the relationship between attractiveness and symmetry in real faces. D 2004 Elsevier Inc. All rights reserved. Keywords: Shape symmetry; Skin condition; Male facial attractiveness * Corresponding author. Tel.: +44-1334-46-3044; fax: +44-1334-46-3042. E-mail address: bcj@st-andrews.ac.uk (B.C. Jones). 1090-5138/04/$ see front matter D 2004 Elsevier Inc. All rights reserved. doi:10.1016/s1090-5138(03)00080-1

B.C. Jones et al. / Evolution and Human Behavior 25 (2004) 24 30 25 1. Introduction As the face is thought to play a central role in human mate choice (Perrett et al., 1998), many studies have sought to identify visual cues that determine judgements of facial attractiveness. Facial symmetry has been the focus of much empirical research, as symmetry is thought to reflect an individual s heritable ability to maintain good health and preferences for symmetrical individuals are therefore potentially adaptive (Thornhill & Gangestad, 1999a; 1999b). Studies of attractiveness using image manipulation techniques have reported preferences for faces that had been manipulated to be more symmetrical (Little, Burt, Penton-Voak, & Perrett, 2001; Perrett et al., 1999; Rhodes et al., 1998, Rhodes, Zebrowitz, et al., 2001). As facial symmetry alone was varied in these studies, many researchers have proposed that symmetry is an important visual cue for judgements of the attractiveness of real faces (Little et al., 2001; Perrett et al., 1999; Rhodes et al., 1998, Rhodes, Zebrowitz, et al., 2001). Although studies of facial attractiveness using real faces have reported positive relationships between symmetry and attractiveness (Grammer & Thornhill, 1994; Jones et al., 2001; Mealey, Bridgestock, & Townsend, 1999; Penton-Voak et al., 2001; Rhodes et al., 1999; Rhodes, Yoshikawa, et al., 2001; Scheib, Gangestad, & Thornhill, 1999), relationships between facial symmetry and attractiveness judgements of faces in which the visibility of cues to facial symmetry was reduced have also been reported (Penton-Voak et al., 2001; Scheib et al., 1999). These latter findings suggest that correlates of symmetry influence facial attractiveness independent of symmetry itself. Scheib et al. (1999) reported positive associations among facial symmetry, attractiveness and a composite masculinity index derived from the shape of facial characteristics thought to be male sex-typical traits (cheekbone prominence and face length relative to lower face length). Given these findings, Scheib et al. (1999) proposed that masculinity of facial shape mediated the link between attractiveness and facial symmetry. However, Penton- Voak et al. (2001) disputed this link between facial masculinity and symmetry, finding that cheekbones were more prominent in a female sample than a male sample. Furthermore, a masculinity index derived from measurements of facial characteristics, first identified as being sexually dimorphic, was not associated with symmetry in male faces (Penton-Voak et al., 2001; but for a positive result, see Gangestad & Thornhill, 2003). Penton-Voak et al. (2001) were unable to ascertain what cues covary with symmetry in male faces but posited that apparent healthiness of facial skin might be one such characteristic. Indeed, visible skin condition and facial symmetry may be expected to covary as healthy-looking skin and symmetrical features are both potential cues to general health (Thornhill & Gangestad, 1999a; 1999b). The link among apparent health of facial skin, symmetry and male facial attractiveness was investigated here in two studies. First, the relationship between male facial symmetry and perceived facial skin health was explored in real faces (Study 1). Image processing techniques were then used to investigate whether facial colour and texture cues were sufficient to maintain the attractiveness symmetry relationship when the influence of facial shape was minimised (Study 2).

26 B.C. Jones et al. / Evolution and Human Behavior 25 (2004) 24 30 2. Study 1 Study 1 tested for a positive correlation between shape symmetry and ratings of the apparent healthiness of skin in male faces. 3. Method Full-face colour photographs of 113 Caucasian males (20 30 years) were taken with a digital camera (resolution set at 12001000 pixels) and under standardised diffuse lighting conditions. Background was constant in all photographs. Facial expression was neutral and hair pulled back from the face. Each digital face image was first scaled and rotated so as to standardise interpupillary distance to 100 units. All males photographed were unfamiliar to those taking part in the ratings phase of the study. Facial symmetry was assessed using a perceptual technique (Mealey et al., 1999; Penton- Voak et al., 2001; Rhodes, Zebrowitz, et al., 2001) where high symmetry was indicated by high ratings of the similarity between a left left chimeric face and a right right chimeric face (chimeras are original full-face photographs split down a central vertical axis and each individual side of the face aligned with a mirror-reflected version of itself). By contrast with other studies that have used this technique, in the present study, texture and colour information of each face were made symmetrical prior to the generation of chimeras (see Tiddeman, Burt, & Perrett, 2001), minimising nonshape differences between the left and right sides of each face. Examples of chimeric faces can be seen in Fig. 1. Twenty-two female participants (mean age = 24.13, S.D. = 3.83) rated the 113 paired chimeric faces (each pairing consisting of a left left and right right chimeric face derived from a photograph of one male) for similarity (1= very dissimilar, 7=very similar). The same female participants also rated the 113 original faces for healthiness of facial skin (1 = very unhealthy, 4 = neutral, 7 = very healthy) and attractiveness (1 = very unattractive, 4=neutral, 7=very attractive). For ratings of similarity, healthiness of facial skin and attractiveness, full-colour images were presented on-screen in a fully randomised order. The order in which participants performed similarity, healthiness of facial skin and attractiveness ratings was randomised across participants. All images were cropped to minimise the influence of clothing, neck and hairstyle. 3.1. Results As interrater agreement for ratings of similarity (Cronbach s alpha >.93), healthiness of facial skin (Cronbach s alpha >.86) and attractiveness (Cronbach s alpha >.88) was high, mean ratings for each face were calculated across all participants for use in analyses. As not all of the measures were normally distributed, results of nonparametric tests (Spearman s rho) are reported. Two-tailed probabilities are reported throughout. For all statistics, N =113. Rated symmetry ( similarity ) was positively correlated with ratings of the apparent healthiness of facial skin (r s =.23, P =.015). In addition to this, a significant positive correlation

B.C. Jones et al. / Evolution and Human Behavior 25 (2004) 24 30 27 Fig. 1. Assessing facial symmetry in Study 1 using chimeric faces. Facial symmetry was assessed from the degree of perceived similarity between left left and right right chimeric faces generated from each individual face. Chimeric faces were created in the following stages. (a) An original full-face photograph. (b) The manipulated version from which chimeric faces were derived. Note that this image is in the same shape as the original image but possesses equivalent colour and texture information on the left and right sides of the face. Chimeric faces were generated from these images. (c) A left left chimeric face. (d) A right right chimeric face. Chimeric faces were generated by creating a horizontal axis that bisected both pupil centres and a vertical axis perpendicular to, and bisecting, the horizontal axis. Each image was then split along this vertical axis and mirror-reflected versions of both the left and right sides of the face were generated. Finally each side of the face was aligned with a mirrorreflected version. Full-colour images were presented on-screen for all ratings. between symmetry and ratings of male facial attractiveness was also observed (r s =.21, P =.025). Ratings of the apparent healthiness of facial skin and ratings of male facial attractiveness were also significantly correlated (r s =.70, P <.0001).

28 B.C. Jones et al. / Evolution and Human Behavior 25 (2004) 24 30 4. Study 2 The aim of Study 2 was to investigate whether facial colour and texture cues were sufficient to maintain the attractiveness symmetry relationship when the influence of facial shape was minimised. 4.1. Method First, an average male face was generated representing the mean shape, colour and texture information for all 113 faces used in Study 1 (for methods, see Rowland & Perrett, 1995; Tiddeman et al., 2001). Using the similarity ratings from Study 1, the 30 males with the most asymmetric faces (the asymmetric sample) and the 30 males with the most symmetric faces (the symmetric sample) were identified. Average faces, again representing shape, colour and texture information, were generated that represented the asymmetric and symmetric samples. These average faces were made perfectly symmetrical by blending each face with a mirror-reflected version. By applying the average colour and texture information for the asymmetric and symmetric samples to the average symmetrical shape of all 113 faces (for methods, see Rowland & Perrett, 1995; Tiddeman et al., 2001), 2 faces (asymmetric and symmetric samples) were generated that differed only in colour and texture information and possessed the average symmetrical shape of all 113 faces (http:perception. st-and.ac.uk/expt/ben/figure.html). Eighty female participants (mean age = 27.5, S.D. = 4.3; none of whom had taken part in Study 1) assessed, using forced choice paradigms, either which of the two faces was the most attractive or which looked the most healthy. Forty of the 80 females made attractiveness judgements while the remaining 40 females made health judgements. For all trials, the two composite faces were presented adjacent to one another and the position of each face (left or right) randomised. 4.2. Results All probabilities are two tailed. The symmetric sample average was judged more attractive than the asymmetric sample average significantly more often than would be predicted by chance (33 out of 40 participants choosing the symmetric average, binomial distribution: P <.0001). The symmetric sample average was judged healthier looking than the asymmetric sample average significantly more often than would be predicted by chance (36 out of 40 participants choosing the symmetric average, binomial distribution: P <.0001). 5. Discussion Analyses indicated that apparent healthiness of facial skin covaried with facial symmetry (Study 1). Rated skin health was also positively correlated with females judgements of male facial attractiveness (Study 1). The positive correlation between facial symmetry and

B.C. Jones et al. / Evolution and Human Behavior 25 (2004) 24 30 29 judgements of male facial attractiveness (Study 1) is consistent with the findings of previous studies (Grammer & Thornhill, 1994; Jones et al., 2001; Mealey et al., 1999; Penton-Voak et al., 2001; Rhodes et al., 1999, Rhodes, Yoshikawa, et al., 2001; Scheib et al., 1999). Although these findings suggest that males with symmetrical faces also possess healthylooking attractive facial skin, ratings of visible skin condition may have been influenced by a shape halo effect whereby the attractiveness of facial shape influenced judgements of visible skin condition. Study 2, however, indicated that facial colour and texture cues were sufficient to maintain both attractiveness symmetry and perceived health symmetry relationships when the influence of 2D shape was minimised. Thus, when considered together, the findings of Studies 1 and 2 suggest that apparent health of facial skin is a correlate of symmetry that is attractive independent of facial shape. The attractiveness of symmetrical real faces appears to be due, at least partly, to the influence of surface information. Although the findings of the present study are neutral to the mechanisms underpinning the observed link between healthy-looking attractive facial skin and male facial symmetry, one possibility is that both symmetry and skin condition are traits that are cues to general health (Thornhill & Gangestad, 1999b). Indeed, healthy-looking facial skin appears to be a characteristic of males possessing good genes for immunocompetence (Roberts et al., 2003), although evidence for a link between medical health and symmetry is equivocal (Milne et al., 2003; Rhodes, Zebrowitz, et al., 2001; Shackelford & Larsen, 1997). While preferences for symmetrical faces have been observed in diverse cultures, suggesting that such symmetry preferences have a biological basis (Rhodes, Yoshikawa, et al., 2001), the cross-cultural stability of preferences for correlates of symmetry has yet to be studied. The findings of the present study suggest that symmetric males possess healthy-looking attractive facial skin. Additionally, symmetric males also appear to have more attractive voices (Feinberg & Jacobson, 2001; Hughes, Harrison & Gallup, 2002) and body odours (Rikowski & Grammer, 1999; Thornhill & Gangestad, 1999b) than asymmetric males. The influence of these correlates of symmetry may explain why preferences for symmetrical males are evident in female mate choice (Thornhill & Gangestad, 1997), even though variations in symmetry are often so subtle they may not be easily visible during social interactions. References Feinberg, D., & Jacobson, A. (2001). Human mate choice and female preferences for male voices: correlation with sexual behavior. Paper presented to the Human Behavior and Evolution Society Annual Meeting, 16th June, University College London, London, England. Gangestad, S. W., & Thornhill, R. (2003). Facial masculinity and fluctuating asymmetry. Evolution and Human Behavior, 24, 231 241. Grammer, K., & Thornhill, R. (1994). Human (homo sapiens) facial attractiveness and sexual selection: the role of symmetry and averageness. Journal of Comparative Psychology, 108, 233 242. Hughes, S. M., Harrison, M. A., & Gallup Jr., G. G. (2002). The sound of symmetry voice as a marker of developmental stability. Evolution and Human Behavior, 23, 173 180. Jones, B. C., Little, A. C., Penton-Voak, I. S., Tiddeman, B. P., Burt, D. M., & Perrett, D. I. (2001). Facial symmetry and judgements of apparent health: support for a good genes explanation of the attractiveness symmetry relationship. Evolution and Human Behavior, 22, 417 429.

30 B.C. Jones et al. / Evolution and Human Behavior 25 (2004) 24 30 Little, A. C., Burt, D. M., Penton-Voak, I. S., & Perrett, D. I. (2001). Self-perceived attractiveness influences human preferences for sexual dimorphism and symmetry in male faces. Proceedings of the Royal Society of London, Series B, 268, 39 44. Mealey, L., Bridgestock, R., & Townsend, G. (1999). Symmetry and perceived facial attractiveness. Journal of Personality and Social Psychology, 76, 151 158. Milne, B. J., Belsky, J., Poulton, R., Thomson, W. M., Caspi, A., & Keiser, J. (2003). Fluctuating asymmetry and physical health among young adults. Evolution and Human Behavior, 24, 53 63. Penton-Voak, I. S., Jones, B. C., Little, A. C., Baker, S. E., Tiddeman, B. P., Burt, D. M., & Perrett, D. I. (2001). Symmetry, sexual dimorphism in facial proportions, and male sexual attractiveness. Proceedings of the Royal Society of London, Series B, 268, 1617 1623. Perrett, D. I., Burt, D. M., Penton-Voak, I. S., Lee, K. J., Rowland, D. A., & Edwards, R. (1999). Symmetry and human facial attractiveness. Evolution and Human Behavior, 20, 295 307. Perrett, D. I., Lee, K. J., Penton-Voak, I. S., Rowland, D. R., Yoshikawa, S., Burt, D. M., Henzi, S. P., Castles, D. L., & Akamatsu, S. (1998). Effects of sexual dimorphism on facial attractiveness. Nature, 394, 884 887. Rhodes, G., Proffitt, F., Grady, J. M., & Sumich, A. (1998). Facial symmetry and the perception of beauty. Psychonomic Bulletin and Review, 5, 659 669. Rhodes, G., Sumich, A., & Byatt, G. (1999). Are average facial configurations attractive only because of their symmetry? Psychological Science, 10, 52 58. Rhodes, G., Yoshikawa, S., Clark, A., Lee, K., McKay, R., & Akamatsu, S. (2001). Attractiveness of facial averageness and symmetry in non-western cultures: in search of biologically based standards of beauty. Perception, 30, 611 625. Rhodes, G., Zebrowitz, L., Clark, A., Kalick, S. M., Hightower, A., & McKay, R. (2001). Do facial averageness and symmetry signal health? Evolution and Human Behavior, 22, 31 46. Rikowski, A., & Grammer, K. (1999). Human body odour, symmetry and attractiveness. Proceedings of the Royal Society of London, Series B, 266, 869 874. Roberts, S. C., Little, A. C., Gosling, L. M., Perrett, D. I., Carter, V. S., Jones, B. C., Penton-Voak, I. S., & Petrie, M. (2003, June 4 8). A genetic basis to facial attractiveness. Paper presented at the 15th Annual Meeting of the Human Behavior and Evolution Society, University of Nebraska, Lincoln, USA. Rowland, D. A., & Perrett, D. I. (1995). Manipulating facial appearance through shape and colour. IEEE Computer Graphics and Applications, 15, 70 76. Scheib, J. E., Gangestad, S. W., & Thornhill, R. (1999). Facial attractiveness, symmetry, and cues to good genes. Proceedings of the Royal Society of London, Series B, 266, 1913 1917. Shackelford, T. K., & Larsen, R. J. (1997). Fluctuating asymmetry as an indicator of psychological, emotional and physiological distress. Journal of Personality and Social Psychology, 72, 456 466. Thornhill, R., & Gangestad, S. W. (1997). Human fluctuating asymmetry and sexual-behavior. Psychological Science, 5, 297 302. Thornhill, R., & Gangestad, S. W. (1999a). Facial attractiveness. Trends in Cognitive Sciences, 3, 452 460. Thornhill, R., & Gangestad, S. W. (1999b). The scent of symmetry: a human sex pheromone that signals fitness? Evolution and Human Behavior, 20, 175 201. Tiddeman, B. P., Burt, D. M., & Perrett, D. I. (2001). Prototyping and transforming facial textures for perception research. IEEE Computer Graphics and Applications, 21, 42 50.