Use of 3D faces facilitates facial expression recognition in children

This study assessed whether presenting 3D face stimuli could facilitate children’s facial expression recognition. Seventy-one children aged between 3 and 6 participated in the study. Their task was to judge whether a face presented in each trial showed a happy or fearful expression. Half of the face stimuli were shown with 3D representations, whereas the other half of the images were shown as 2D pictures. We compared expression recognition under these conditions. The results showed that the use of 3D faces improved the speed of facial expression recognition in both boys and girls. Moreover, 3D faces improved boys’ recognition accuracy for fearful expressions. Since fear is the most difficult facial expression for children to recognize, the facilitation effect of 3D faces has important practical implications for children with difficulties in facial expression recognition. The potential benefits of 3D representation for other expressions also have implications for developing more realistic assessments of children’s expression recognition.

[1]  Jun Wang,et al.  A 3D facial expression database for facial behavior research , 2006, 7th International Conference on Automatic Face and Gesture Recognition (FGR06).

[2]  C. Beumier,et al.  3D Face Recognition , 2004, 2006 IEEE International Conference on Industrial Technology.

[3]  Victor-Emil Neagoe,et al.  3D face recognition using concurrent neural modules , 2009 .

[4]  Sigal Eden,et al.  The impact of Virtual Reality on the awareness of teenagers to social and emotional experiences of immigrant classmates , 2007, Education and Information Technologies.

[5]  Nalini Ambady,et al.  Accurate identification of fear facial expressions predicts prosocial behavior. , 2007, Emotion.

[6]  Chang Hong Liu,et al.  VRVision: A new tool for the display of 3-D images in behavioral research , 2005, Behavior research methods.

[7]  Andrea F. Abate,et al.  2D and 3D face recognition: A survey , 2007, Pattern Recognit. Lett..

[8]  J. Russell,et al.  Children acquire emotion categories gradually , 2008 .

[9]  E. McClure.  A meta-analytic review of sex differences in facial expression processing and their development in infants, children, and adolescents. , 2000, Psychological bulletin.

[10]  C. Nelson,et al.  Discrimination and categorization of facial expressions of emotion during infancy , 1998 .

[11]  M. Phillips,et al.  Annotation: Development of facial expression recognition from childhood to adolescence: behavioural and neurological perspectives. , 2004, Journal of child psychology and psychiatry, and allied disciplines.

[12]  A. Young,et al.  Transfer between two- and three-dimensional representations of faces , 2006 .

[13]  Erin B. McClure-Tone,et al.  Behavioral and Neural Representation of Emotional Facial Expressions Across the Lifespan , 2011, Developmental neuropsychology.

[14]  D G Pelli,et al.  The VideoToolbox software for visual psychophysics: transforming numbers into movies. , 1997, Spatial vision.

[15]  R. Blair,et al.  Recognition of Emotion in Facial Expressions and Vocal Tones in Children With Psychopathic Tendencies , 2001, The Journal of genetic psychology.

[16]  S. Edelman,et al.  Orientation dependence in the recognition of familiar and novel views of three-dimensional objects , 1992, Vision Research.

[17]  Shichuan Du,et al.  Wait, are you sad or angry? Large exposure time differences required for the categorization of facial expressions of emotion. , 2013, Journal of vision.

[18]  C. Trentacosta,et al.  Emotion Knowledge, Social Competence, and Behavior Problems in Childhood and Adolescence: A Meta-Analytic Review. , 2010, Social development.

[19]  B. Laeng,et al.  Three-dimensional information in face recognition: an eye-tracking study. , 2011, Journal of vision.

[20]  M. Phillips,et al.  The development of emotion-processing in children: effects of age, emotion, and intensity. , 2006, Journal of child psychology and psychiatry, and allied disciplines.

[21]  G. Humphrey,et al.  Recognizing novel views of three-dimensional objects. , 1992, Canadian journal of psychology.

[22]  J. Russell,et al.  Preschool Children's Interpretation of Facial Expressions of Emotion , 1984 .

[23]  J. Campos,et al.  Maternal emotional signaling: Its effect on the visual cliff behavior of 1-year-olds. , 1985 .

[24]  R. Borgatti,et al.  The Development of Dynamic Facial Expression Recognition at Different Intensities in 4- to 18-Year-Olds , 2010 .

[25]  L. Camras,et al.  Children's understanding of emotional facial expressions and verbal labels , 1985 .

[26]  M. Lewis,et al.  What Do Children Know about Emotions and When Do They Know It , 1985 .

[27]  Sigal Eden,et al.  Three-Dimensionality as an Effective Mode of Representation for Expressing Sequential Time Perception , 2007 .

[28]  M. Klinnert,et al.  The regulation of infant behavior by maternal facial expression , 1984 .

[29]  Nathan A. Fox,et al.  Preschool children's ability to identify and label emotions , 1986 .

[30]  Darren Burke,et al.  Are face representations viewpoint dependent? A stereo advantage for generalising across different views of faces , 2007, Vision Research.

[31]  Daniel Voyer,et al.  Sex differences in the ability to recognise non-verbal displays of emotion: A meta-analysis , 2014, Cognition & emotion.

[32]  Young Lim Lee,et al.  Stereo improves 3D shape discrimination even when rich monocular shape cues are available. , 2011, Journal of vision.

[33]  C. Liu,et al.  The use of 3D information in face recognition , 2006, Vision Research.

[34]  D H Brainard,et al.  The Psychophysics Toolbox. , 1997, Spatial vision.

[35]  Margot J. Taylor,et al.  Early processing of emotional faces in children with autism: An event-related potential study. , 2011, Journal of experimental child psychology.

[36]  J. Russell,et al.  Further Evidence on Preschoolers' Interpretation of Facial Expressions , 1985 .

[37]  J. Russell,et al.  Concepts of emotion in developmental psychology , 1986 .

[38]  V. Bruce,et al.  Recognizing objects and faces , 1994 .

[39]  David Passig,et al.  Improving children's cognitive modifiability by dynamic assessment in 3D Immersive Virtual Reality environments , 2015, Comput. Educ..

[40]  Zhenhong Wang,et al.  Free-labeling facial expressions and emotional situations in children aged 3–7 years , 2014 .

[41]  P. Gosselin.  Le développement de la reconnaissance des expressions faciales des émotions chez l'enfant. , 1995 .

[42]  A. L. Gross,et al.  Children's understanding of emotion from facial expressions and situations: A review , 1991 .