Machine analysis of facial behaviour: naturalistic and dynamic behaviour

被引：59
|
作者：
Pantic, Maja [1 ,2 ]
机构：
[1] Univ London Imperial Coll Sci Technol & Med, Dept Comp, London SW7 2AZ, England
[2] Univ Twente, EEMCS, NL-7500 AE Enschede, Netherlands
来源：
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES | 2009年 / 364卷 / 1535期
关键词：
automatic facial expression analysis; dynamics of facial behaviour; naturalistic behaviour; EXPRESSION RECOGNITION; FACE; DECEPTION; SMILE;
D O I：
10.1098/rstb.2009.0135
中图分类号：
Q [生物科学];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
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.
引用
收藏
页码：3505 / 3513
页数：9
相关论文
共 50 条
  • [31] Dynamic analysis of nonlinear behaviour in inertial actuators
    Dal Borgo, M.
    Tehrani, M. Ghandchi
    Elliott, S. J.
    [J]. 13TH INTERNATIONAL CONFERENCE ON MOTION AND VIBRATION CONTROL (MOVIC 2016) AND THE 12TH INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN STRUCTURAL DYNAMICS (RASD 2016), 2016, 744
  • [32] Analysis of the dynamic behaviour of regenerative gas turbines
    Kim, JH
    Kim, TS
    Ro, ST
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART A-JOURNAL OF POWER AND ENERGY, 2001, 215 (A3) : 339 - 346
  • [33] Analysis of the dynamic characterisation and behaviour of an elevator rope
    Mendizabal, M.
    Iriondo, J.
    McCloskey, A.
    Otano, N.
    Galfarsoro, U.
    Hernandez, X.
    [J]. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2020) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2020), 2020, : 1621 - 1634
  • [34] BEHAVIOUR OF HUMANS AND BEHAVIOUR OF MODELS IN DYNAMIC SPACE
    Nijkamp, Peter
    [J]. QUAESTIONES GEOGRAPHICAE, 2012, 31 (02) : 7 - 19
  • [35] A structural dynamic analysis of retirement behaviour in the Netherlands
    Heyma, A
    [J]. JOURNAL OF APPLIED ECONOMETRICS, 2004, 19 (06) : 739 - 759
  • [36] Analysis of dynamic behaviour of semiconductor optical amplifiers
    Quintana, D
    Olivares, R
    [J]. 4TH IBEROAMERICAN MEETING ON OPTICS AND 7TH LATIN AMERICAN MEETING ON OPTICS, LASERS, AND THEIR APPLICATIONS, 2001, 4419 : 110 - 113
  • [37] A Video-Based Facial Behaviour Analysis Approach to Melancholia
    Bhatia, Shalini
    Hayat, Munawar
    Breakspear, Michael
    Parker, Gordon
    Goecke, Roland
    [J]. 2017 12TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2017), 2017, : 754 - 761
  • [38] Interactive analysis of the structural mechanic behaviour of machine tools
    Brecher, C.
    Witt, S.
    [J]. PRODUCTION ENGINEERING-RESEARCH AND DEVELOPMENT, 2009, 3 (4-5): : 475 - 481
  • [39] METHODOLOGY FOR PREDICTING DYNAMIC BEHAVIOUR OF MACHINE TOOLS BASED ON A VIRTUAL MODEL
    Ksica, F.
    Vetiska, J.
    Hadas, Z.
    [J]. ENGINEERING MECHANICS 2017, 2017, : 534 - 537
  • [40] Visual search behaviour in young cyclists: A naturalistic experiment
    van Paridon, Kjell N.
    Leivers, Harrison K.
    Robertson, Paul J.
    Timmis, Matthew A.
    [J]. TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR, 2019, 67 : 217 - 229
12345