Literature DB >> 22131445

The resolution of facial expressions of emotion.

Shichuan Du1, Aleix M Martinez.   

Abstract

Much is known on how facial expressions of emotion are produced, including which individual muscles are most active in each expression. Yet, little is known on how this information is interpreted by the human visual system. This paper presents a systematic study of the image dimensionality of facial expressions of emotion. In particular, we investigate how recognition degrades when the resolution of the image (i.e., number of pixels when seen as a 5.3 by 8 degree stimulus) is reduced. We show that recognition is only impaired in practice when the image resolution goes below 20 × 30 pixels. A study of the confusion tables demonstrates that each expression of emotion is consistently confused by a small set of alternatives and that the confusion is not symmetric, i.e., misclassifying emotion a as b does not imply we will mistake b for a. This asymmetric pattern is consistent over the different image resolutions and cannot be explained by the similarity of muscle activation. Furthermore, although women are generally better at recognizing expressions of emotion at all resolutions, the asymmetry patterns are the same. We discuss the implications of these results for current models of face perception.

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Year:  2011        PMID: 22131445      PMCID: PMC3702732          DOI: 10.1167/11.13.24

Source DB:  PubMed          Journal:  J Vis        ISSN: 1534-7362            Impact factor:   2.240


  24 in total

1.  Matching expression variant faces.

Authors:  Aleix M Martínez
Journal:  Vision Res       Date:  2003-04       Impact factor: 1.886

Review 2.  Core affect and the psychological construction of emotion.

Authors:  James A Russell
Journal:  Psychol Rev       Date:  2003-01       Impact factor: 8.934

3.  Emotion perception in emotionless face images suggests a norm-based representation.

Authors:  Donald Neth; Aleix M Martinez
Journal:  J Vis       Date:  2009-01-08       Impact factor: 2.240

Review 4.  Evolution and facial action in reflex, social motive, and paralanguage.

Authors:  A J Fridlund
Journal:  Biol Psychol       Date:  1991-02       Impact factor: 3.251

5.  Smile through your fear and sadness: transmitting and identifying facial expression signals over a range of viewing distances.

Authors:  Fraser W Smith; Philippe G Schyns
Journal:  Psychol Sci       Date:  2009-08-19

6.  Masking in visual recognition: effects of two-dimensional filtered noise.

Authors:  L D Harmon; B Julesz
Journal:  Science       Date:  1973-06-15       Impact factor: 47.728

7.  Gender differences in personality: a meta-analysis.

Authors:  A Feingold
Journal:  Psychol Bull       Date:  1994-11       Impact factor: 17.737

8.  Experimental test of contemporary mathematical models of visual letter recognition.

Authors:  J T Townsend; F G Ashby
Journal:  J Exp Psychol Hum Percept Perform       Date:  1982-12       Impact factor: 3.332

9.  Application of geometric models to letter recognition: distance and density.

Authors:  I B Appelman; M S Mayzner
Journal:  J Exp Psychol Gen       Date:  1982-03

10.  The role of spatial frequency channels in letter identification.

Authors:  Najib J Majaj; Denis G Pelli; Peri Kurshan; Melanie Palomares
Journal:  Vision Res       Date:  2002-04       Impact factor: 1.886

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  24 in total

1.  Facial expressions can be categorized along the upper-lower facial axis, from a perceptual perspective.

Authors:  Chao Ma; Nianxin Guo; Faraday Davies; Yantian Hou; Suyan Guo; Xun Zhu
Journal:  Atten Percept Psychophys       Date:  2021-03-23       Impact factor: 2.199

2.  Wait, are you sad or angry? Large exposure time differences required for the categorization of facial expressions of emotion.

Authors:  Shichuan Du; Aleix M Martinez
Journal:  J Vis       Date:  2013-03-18       Impact factor: 2.240

3.  How socioemotional setting modulates late-stage conflict resolution processes in the lateral prefrontal cortex.

Authors:  Marie Luise Schreiter; Witold X Chmielewski; Christian Beste
Journal:  Cogn Affect Behav Neurosci       Date:  2018-06       Impact factor: 3.282

4.  A Web-based Game for Teaching Facial Expressions to Schizophrenic Patients.

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Journal:  Appl Clin Inform       Date:  2017-07-12       Impact factor: 2.342

5.  A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives.

Authors:  Aleix Martinez; Shichuan Du
Journal:  J Mach Learn Res       Date:  2012-05-01       Impact factor: 3.654

6.  Live human-robot interactive public demonstrations with automatic emotion and personality prediction.

Authors:  Hatice Gunes; Oya Celiktutan; Evangelos Sariyanidi
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2019-04-29       Impact factor: 6.237

7.  Foveal processing of emotion-informative facial features.

Authors:  Nazire Duran; Anthony P Atkinson
Journal:  PLoS One       Date:  2021-12-02       Impact factor: 3.240

Review 8.  Facial emotion processing in borderline personality disorder: a systematic review and meta-analysis.

Authors:  Amy E Mitchell; Geoffrey L Dickens; Marco M Picchioni
Journal:  Neuropsychol Rev       Date:  2014-02-27       Impact factor: 7.444

9.  Compound facial expressions of emotion.

Authors:  Shichuan Du; Yong Tao; Aleix M Martinez
Journal:  Proc Natl Acad Sci U S A       Date:  2014-03-31       Impact factor: 11.205

10.  Social Perception of Risk-Taking Willingness as a Function of Expressions of Emotions.

Authors:  Shlomo Hareli; Shimon Elkabetz; Yaniv Hanoch; Ursula Hess
Journal:  Front Psychol       Date:  2021-06-01
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