Dynamic properties of successful smiles

PLoS ONE

Volumn 12, Issue 6, 2017, Pages

  Helwig, Nathaniel E ^a   Sohre, Nick E ^b   Ruprecht, Mark R ^a   Guy, Stephen J ^b   Lyford Pike, Sofía ^a  

^a UNIVERSITY OF MINNESOTA   (United States)

^b University of Minnesota   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER GRAPHICS; FACIAL EXPRESSION; FEMALE; HUMAN; HUMAN TISSUE; MAJOR CLINICAL STUDY; MALE; MOUTH; PSYCHOLOGY; REHABILITATION; RESUSCITATION; SURGERY; TOOTH; ADOLESCENT; ADULT; AGED; EMOTION; FACIAL RECOGNITION; HUMAN RELATION; MIDDLE AGED; PERCEPTION; PHOTOSTIMULATION; PHYSIOLOGY; VERY ELDERLY; YOUNG ADULT;

ADOLESCENT; ADULT; AGED; AGED, 80 AND OVER; EMOTIONS; FACIAL EXPRESSION; FACIAL RECOGNITION; FEMALE; HUMANS; INTERPERSONAL RELATIONS; MALE; MIDDLE AGED; PHOTIC STIMULATION; SMILING; SOCIAL PERCEPTION; YOUNG ADULT;

EID: 85021694054     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0179708     Document Type: Article

References (52)

1. Ekman P. A methodological discussion of nonverbal behavior. The Journal of Psychology. 1957; 43: 141-149. https://doi.org/10.1080/00223980.1957.9713059
2. Ekman P, Friesen WV. Constants across cultures in the face and emotion. Journal of Personality and Social Psychology. 1971; 17: 124-129. https://doi.org/10.1037/h0030377 PMID: 5542557
3. Ekman P, Friesen WV, Ancoli S. Facial signs of emotional experience. Journal of Personality and Social Psychology. 1980; 39: 1125-1134. https://doi.org/10.1037/h0077722
4. Adolphs R. Recognizing Emotion From Facial Expressions: Psychological and Neurological Mechanisms. Behavioral and Cognitive Neuroscience Reviews. 2002; 1: 21-62. https://doi.org/10.1177/1534582302001001003 PMID: 17715585
5. O'Toole AJ, Roark DR, Abdi H. Recognizing moving faces: A psychological and neural synthesis. TRENDS in Cognitive Sciences. 2002; 6: 261-266. https://doi.org/10.1016/S1364-6613(02)01908-3 PMID: 12039608
6. Oosterhof NN, Todorov A. The functional basis of face evaluation. Proceedings of the National Academy of Sciences. 2008; 105: 11087-11092. https://doi.org/10.1073/pnas.0805664105
7. Ekman P, Davidson R, Friesen WV. The Duchenne smile: Emotional expression and brain physiology II. Journal of Personality and Social Psychology. 1990; 58: 342-353. https://doi.org/10.1037/0022-3514. 58.2.342 PMID: 2319446
8. VanSwearingen JM, Cohn JF, Bajaj-Luthra A. Specific impairment of smiling increases the severity of depressive symptoms in patients with facial neuromuscular disorders. Aesthetic Plastic Surgery. 1999; 23(6): 416-423. https://doi.org/10.1007/s002669900312 PMID: 10629298
9. Lee LN, Lyford-Pike S, Boahene KD. Traumatic Facial Nerve Injury. Otolaryngologic Clinics of North America. 2013; 46: 825-839. https://doi.org/10.1016/j.otc.2013.07.001 PMID: 24138740
10. Starmer H, Lyford-Pike S, Ishii LE, Byrne PA, Boahene KD. Quantifying Labial Strength and Function in Facial Paralysis: Effect of Targeted Lip Injection Augmentation. JAMA Facial Plastic Surgery. 2015; 17: 274-278. https://doi.org/10.1001/jamafacial.2015.0477 PMID: 26086151
11. Twerski AJ, Twerski B. Problems and management of social interaction and implications for mental health. In: May M, editor. The Facial Nerve. Thieme Medical; 1986. p. 788-779.
12. Hadlock T. Standard Outcome Measures in Facial Paralysis: Getting on the Same Page. JAMA Facial Plastic Surgery. 2016; 18: 85-86. https://doi.org/10.1001/jamafacial.2015.2095 PMID: 26746124
13. Jowett N, Hadlock TA. An Evidence-Based Approach to Facial Reanimation. Facial Plastic Surgery Clinics of North America. 2015; 23: 313-334. https://doi.org/10.1016/j.fsc.2015.04.005 PMID: 26208770
14. Niziol R, Henry FP, Leckency JI, Grobbelaar AO. Is there an ideal outcome scoring system for facial reanimation surgery? A review of current methods and suggestions for future publications. Journal of Plastic, Reconstructive & Aesthetic Surgery. 2015; 68: 447-56. https://doi.org/10.1016/j.bjps.2014.12. 015
15. Krumhuber EG, Kappas A, Manstead ASR. Effects of Dynamic Aspects of Facial Expressions: A Review. Emotion Review. 2013; 5(1): 41-46. https://doi.org/10.1177/1754073912451349
16. Wehrle T, Kaiser S, Schmidt S, Scherer KR. Studying the dynamics of emotional expression using synthesized facial muscle movements. Journal of Personality and Social Psychology. 2000; 78(1): 105-119. https://doi.org/10.1037/0022-3514.78.1.105 PMID: 10653509
17. Roesch EB, Tamarit L, Reveret L, Grandjean D, Sander D, Scherer KR. FACSGen: A Tool to Synthesize Emotional Facial Expressions Through Systematic Manipulation of Facial Action Units. Journal of Nonverbal Behavior. 2011; 35(1): 1-16. https://doi.org/10.1007/s10919-010-0095-9
18. Krumhuber EG, Tamarit L, Roesch EB, Scherer KR. FACSGen 2.0 animation software: Generating three-dimensional FACS-valid facial expressions for emotion research. Emotion. 2012; 12(2): 351-363. https://doi.org/10.1037/a0026632 PMID: 22251045
19. COHN JF, SCHMIDT KL. The timing of facial motion in posed and spontaneous smiles. International Journal of Wavelets, Multiresolution and Information Processing. 2004; 2(2): 121-132. https://doi.org/10.1142/S021969130400041X
20. Trutoiu LC, Carter EJ, Pollard N, Cohn JF, Hodgins JK. Spatial and Temporal Linearities in Posed and Spontaneous Smiles. ACM Transactions on Applied Perception. 2014; 11(3): 12: 1-15. https://doi.org/10.1145/2641569
21. Krumhuber EG, Manstead AS, Cosker D, Marshall D, Rosin PL, Kappas A. Facial Dynamics as Indicators of Trustworthiness and Cooperative Behavior. Emotion. 2007; 7(4): 730-735. https://doi.org/10. 1037/1528-3542.7.4.730 PMID: 18039040
22. Krumhuber E, Manstead ASR, Cosker D, Marshall D, Rosin PL. Effects of dynamic attributes of smiles in human and synthetic faces: A simulated job interview setting. Journal of Nonverbal Behavior. 2009; 33(1): 1-15. https://doi.org/10.1007/s10919-008-0056-8
23. Schmidt KL, VanSwearingen JM, Levenstein RM. Speed, amplitude, and asymmetry of lip movement in voluntary puckering and blowing expressions: Implications for facial assessment. Motor Control. 2005; 9(3): 270-280. https://doi.org/10.1123/mcj.9.3.270 PMID: 16239716
24. Schmidt KL, Liu Y, Cohn JF. The role of structural facial asymmetry in asymmetry of peak facial expressions. Laterality. 2006; 11(6): 540-561. https://doi.org/10.1080/13576500600832758 PMID: 16966242
25. Krumhuber EG, Manstead ASR. Can Duchenne Smiles Be Feigned? New Evidence on Felt and False Smiles. Emotion. 2009; 9(6): 807-820. https://doi.org/10.1037/a0017844 PMID: 20001124
26. Pighin F, Hecker J, Lischinski D, Szeliski R, Salesin DH. Synthesizing realistic facial expressions from photographs. In: ACM SIGGRAPH 2006 Courses. ACM; 2006. p. 19.
27. Henrich J, Heine SJ, Norenzayan A. The weirdest people in the world? Behavioral and Brain Sciences. 2010; 33: 61-135. https://doi.org/10.1017/S0140525X0999152X PMID: 20550733
28. Gu C, Ma P. Generalized Nonparametric Mixed-Effect Models: Computation and Smoothing Parameter Selection. Journal of Computational and Graphical Statistics. 2005; 14: 485-504. https://doi.org/10. 1198/106186005X47651
29. Helwig NE. Efficient estimation of variance components in nonparametric mixed-effects models with large samples. Statistics and Computing. 2016; 26: 1319-1336. https://doi.org/10.1007/s11222-015- 9610-5
30. Wang Y. Mixed effects smoothing spline analysis of variance. Journal of the Royal Statistical Society, Series B. 1998; 60: 159-174. https://doi.org/10.1111/1467-9868.00115
31. Wang Y. Smoothing spline models with correlated random errors. Journal of the American Statistical Association. 1998; 93: 341-348. https://doi.org/10.1080/01621459.1998.10474115
32. Zhang D, Lin X, Raz J, Sowers M. Semiparametric Stochastic Mixed Models for Longitudinal Data. Journal of the American Statistical Association. 1998; 93: 710-719. https://doi.org/10.1080/01621459.1998. 10473723
33. Gu C. Smoothing Spline ANOVA Models. 2nd ed. New York: Springer-Verlag; 2013.
34. Helwig NE, Ma P. Fast and stable multiple smoothing parameter selection in smoothing spline analysis of variance models with large samples. Journal of Computational and Graphical Statistics. 2015; 24: 715-732. https://doi.org/10.1080/10618600.2014.926819
35. Helwig NE. bigsplines: Smoothing Splines for Large Samples; 2017. Available from: Http://CRAN.Rproject. org/package=bigsplines.
36. R Core Team. R: A Language and Environment for Statistical Computing; 2016. Available from: Http://www.R-project.org/.
37. Wahba G. Bayesian "confidence intervals" for the cross-validated smoothing spline. Journal of the Royal Statistical Society, Series B. 1983; 45: 133-150.
38. Gu C, Wahba G. Smoothing spline ANOVA with component-wise Bayesian "confidence intervals. Journal of Computational and Graphical Statistics. 1993; 2: 97-117. https://doi.org/10.1080/10618600.1993. 10474601
39. Akaike H. A new look at the statistical model identification. IEEE Transactions on Automatic Control. 1974; 19: 716-723. https://doi.org/10.1109/TAC.1974.1100705
40. Schwarz GE. Estimating the dimension of a model. Annals of Statistics. 1978; 6: 461-464. https://doi.org/10.1214/aos/1176344136
41. Patterson HD, Thompson R. Recovery of Inter-Block Information when Block Sizes are Unequal. Biometrika. 1971; 58: 545-554. https://doi.org/10.1093/biomet/58.3.545
42. Craven P, Wahba G. Smoothing noisy data with spline functions: Estimating the correct degree of smoothing by the method of generalized cross-validation. Numerische Mathematik. 1979; 31: 377-403. https://doi.org/10.1007/BF01404567
43. Bae YC, Zuker RM, Manktelow RT, Wade S. A comparison of commissure excursion following gracilis muscle transplantation for facial paralysis using a cross-face nerve graft versus the motor nerve to the masseter nerve. Plastic Reconstructive Surgery. 2006; 117: 2407-2413. https://doi.org/10.1097/01.prs. 0000218798.95027.21 PMID: 16772949
44. Grammer K, Thornhill R. Human (Homo sapiens) facial attractiveness and sexual selection: The role of symmetry and averageness. Journal of Comparative Psychology. 1994; 108: 233-242. https://doi.org/10.1037/0735-7036.108.3.233 PMID: 7924253
45. Rhodes G, Proffitt F, Grady JM, Sumich A. Facial symmetry and the perception of beauty. Psychonomic Bulletin & Review. 1998; 5: 659-669. https://doi.org/10.3758/BF03208842
46. Bhuvaneswaran M. Principles of smile design. Journal of Conservative Dentistry. 2010; 13: 225-232. https://doi.org/10.4103/0972-0707.73387 PMID: 21217950
47. Zaidel DW, Chen AC, German C. She is not a beauty even when she smiles: Possible evolutionary basis for a relationship between facial attractiveness and hemispheric specialization. Neuropsychologia. 1995; 33: 649-655. https://doi.org/10.1016/0028-3932(94)00135-C PMID: 7637859
48. Zaidel DW, Deblieck C. Attractiveness of natural faces compared to computer constructed perfectly symmetrical faces. International Journal of Neuroscience. 2007; 117: 423-431. https://doi.org/10.1080/00207450600581928 PMID: 17365126
49. Zaidel DW, Hessamian M. Asymmetry and Symmetry in the Beauty of Human Faces. Symmetry. 2010; 2: 136-149. https://doi.org/10.3390/sym2010136
50. Cohen J. A power primer. Psychological Bulletin. 1992; 112: 155-159. https://doi.org/10.1037/0033- 2909.112.1.155 PMID: 19565683
51. Lee Y, Terzopoulos D, Waters K. Realistic modeling for facial animation. In: Proceedings of the 22nd annual conference on Computer graphics and interactive techniques. ACM; 1995. p. 55-62.
52. Xu F, Chai J, Liu Y, Tong X. Controllable high-fidelity facial performance transfer. ACM Transactions on Graphics (TOG). 2014; 33(4): 42. https://doi.org/10.1145/2601097.2601210