Literature DB >> 19884145

Machine analysis of facial behaviour: naturalistic and dynamic behaviour.

Maja Pantic1.   

Abstract

This article introduces recent advances in the machine analysis of facial expressions. It describes the problem space, surveys the problem domain and examines the state of the art. Two recent research topics are discussed with particular attention: analysis of facial dynamics and analysis of naturalistic (spontaneously displayed) facial behaviour. Scientific and engineering challenges in the field in general, and in these specific subproblem areas in particular, are discussed and recommendations for accomplishing a better facial expression measurement technology are outlined.

Mesh:

Year:  2009        PMID: 19884145      PMCID: PMC2781883          DOI: 10.1098/rstb.2009.0135

Source DB:  PubMed          Journal:  Philos Trans R Soc Lond B Biol Sci        ISSN: 0962-8436            Impact factor:   6.237


  16 in total

1.  Measuring facial expressions by computer image analysis.

Authors:  M S Bartlett; J C Hager; P Ekman; T J Sejnowski
Journal:  Psychophysiology       Date:  1999-03       Impact factor: 4.016

2.  Darwin, deception, and facial expression.

Authors:  Paul Ekman
Journal:  Ann N Y Acad Sci       Date:  2003-12       Impact factor: 5.691

3.  The effect of alcohol on emotional response to a social stressor.

Authors:  M A Sayette; D W Smith; M J Breiner; G T Wilson
Journal:  J Stud Alcohol       Date:  1992-11

4.  Deciphering the enigmatic face: the importance of facial dynamics in interpreting subtle facial expressions.

Authors:  Zara Ambadar; Jonathan W Schooler; Jeffrey F Cohn
Journal:  Psychol Sci       Date:  2005-05

Review 5.  Emotion recognition through facial expression analysis based on a neurofuzzy network.

Authors:  Spiros V Ioannou; Amaryllis T Raouzaiou; Vasilis A Tzouvaras; Theofilos P Mailis; Kostas C Karpouzis; Stefanos D Kollias
Journal:  Neural Netw       Date:  2005-05

6.  Dynamics of facial expression: recognition of facial actions and their temporal segments from face profile image sequences.

Authors:  Maja Pantic; Ioannis Patras
Journal:  IEEE Trans Syst Man Cybern B Cybern       Date:  2006-04

7.  Facial expression recognition in image sequences using geometric deformation features and Support Vector Machines.

Authors:  Irene Kotsia; Ioannis Pitas
Journal:  IEEE Trans Image Process       Date:  2007-01       Impact factor: 10.856

8.  Behavioral markers and recognizability of the smile of enjoyment.

Authors:  M G Frank; P Ekman; W V Friesen
Journal:  J Pers Soc Psychol       Date:  1993-01

Review 9.  Facial expression of pain: an evolutionary account.

Authors:  Amanda C de C Williams
Journal:  Behav Brain Sci       Date:  2002-08       Impact factor: 12.579

10.  The Painful Face - Pain Expression Recognition Using Active Appearance Models.

Authors:  Ahmed Bilal Ashraf; Simon Lucey; Jeffrey F Cohn; Tsuhan Chen; Zara Ambadar; Kenneth M Prkachin; Patricia E Solomon
Journal:  Image Vis Comput       Date:  2009-10       Impact factor: 2.818

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  1 in total

1.  Computation of emotions in man and machines.

Authors:  Peter Robinson; Rana el Kaliouby
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2009-12-12       Impact factor: 6.237

  1 in total

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