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
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
  • [1] Dynamic behaviour analysis and optimisation of a rotary table transfer machine
    Zanarini, A
    Catania, G
    Maggiore, A
    Meneghetti, U
    [J]. PROCEEDINGS OF ISMA 2002: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS 1-5, 2002, : 1659 - 1667
  • [2] RESEARCH OF DYNAMIC BEHAVIOUR AT MACHINE TOOLS
    SWEENEY, G
    [J]. MASCHINENBAU TECHNIK, 1968, 17 (11): : 573 - &
  • [3] Progressive ShallowNet for large scale dynamic and spontaneous facial behaviour analysis in children
    Qayyum, Abdul
    Razzak, Imran
    Moustafa, Nour
    Mazher, Moona
    [J]. IMAGE AND VISION COMPUTING, 2022, 119
  • [4] Progressive ShallowNet for large scale dynamic and spontaneous facial behaviour analysis in children
    Qayyum, Abdul
    Razzak, Imran
    Moustafa, Nour
    Mazher, Moona
    [J]. Image and Vision Computing, 2022, 119
  • [5] Analysis of the structure-dynamic behaviour of an induction machine with balancing kerfs
    Schlensok, C.
    Hameyer, K.
    [J]. COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2008, 27 (01) : 235 - 245
  • [6] Dynamic behaviour of protective covers in machine tools
    Eberhard Abele
    Madhu Munirathnam
    Michael Roth
    [J]. Production Engineering, 2007, 1 (2) : 199 - 204
  • [7] Dynamic behaviour of protective covers in machine tools
    Abele, Eberhard
    Munirathnam, Madhu
    Roth, Michael
    [J]. PRODUCTION ENGINEERING-RESEARCH AND DEVELOPMENT, 2007, 1 (02): : 199 - 204
  • [8] Adaptive facial behaviour using selected machine learning methods
    Paus, Aleksander
    Torresen, Jim
    Hovin, Mats
    [J]. NASA/ESA CONFERENCE ON ADAPTIVE HARDWARE AND SYSTEMS, PROCEEDINGS, 2007, : 225 - +
  • [9] Traffic Swarm Behaviour: Machine Learning and Game Theory in Behaviour Analysis
    Hollosi, Gergely
    Lukovszki, Csaba
    Bancsics, Mate
    Magyar, Gabor
    [J]. INFOCOMMUNICATIONS JOURNAL, 2021, 13 (04): : 19 - 27
  • [10] NATURALISTIC STIMULI IN STUDY OF DISCRIMINATIVE BEHAVIOUR
    HONIG, WK
    [J]. BRAIN RESEARCH, 1971, 31 (02) : 368 - &