메뉴 건너뛰기




Volumn , Issue , 2017, Pages 217-220

Deep learning for facial expression recognition: A step closer to a smartphone that knows your moods

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); DEEP NEURAL NETWORKS; FACE RECOGNITION; LEARNING SYSTEMS; PATTERN RECOGNITION;

EID: 85016179744     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCE.2017.7889290     Document Type: Conference Paper
Times cited : (43)

References (23)
  • 1
    • 84920129025 scopus 로고    scopus 로고
    • Anticipatory mobile computing: A survey of the state of the art and research challenges
    • V. Pejovic and M. Musolesi, "Anticipatory mobile computing: A survey of the state of the art and research challenges," ACM Comput. Surv., vol. 47, no. 3, pp. 1-29, 2015.
    • (2015) ACM. Comput. Surv , vol.47 , Issue.3 , pp. 1-29
    • Pejovic, V.1    Musolesi, M.2
  • 2
    • 84964324877 scopus 로고    scopus 로고
    • Opportunistic and context-aware affect sensing on smartphones
    • R. Rana, M. Hume, J. Reilly, R. Jurdak, and J. Soar, "Opportunistic and Context-Aware Affect Sensing on Smartphones," IEEE Pervasive Comput., vol. 15, no. 2, pp. 60-69, 2016.
    • (2016) IEEE Pervasive Comput , vol.15 , Issue.2 , pp. 60-69
    • Rana, R.1    Hume, M.2    Reilly, J.3    Jurdak, R.4    Soar, J.5
  • 3
    • 78649328053 scopus 로고    scopus 로고
    • Survey on speech emotion recognition: Features, classification schemes, and databases
    • M. El Ayadi, M. S. Kamel, and F. Karray, "Survey on speech emotion recognition: Features, classification schemes, and databases," Pattern Recognit., vol. 44, no. 3, pp. 572-587, 2011.
    • (2011) Pattern Recognit , vol.44 , Issue.3 , pp. 572-587
    • El Ayadi, M.1    Kamel, M.S.2    Karray, F.3
  • 4
    • 84921999718 scopus 로고    scopus 로고
    • Features and classifiers for emotion recognition from speech: A survey from 2000 to 2011
    • C. N. Anagnostopoulos, T. Iliou, and I. Giannoukos, "Features and classifiers for emotion recognition from speech: a survey from 2000 to 2011," Artif. Intell. Rev., vol. 43, no. 2, pp. 155-177, 2012.
    • (2012) Artif. Intell. Rev , vol.43 , Issue.2 , pp. 155-177
    • Anagnostopoulos, C.N.1    Iliou, T.2    Giannoukos, I.3
  • 6
    • 46649094583 scopus 로고    scopus 로고
    • Pose-Robust facial expression recognition using view-based 2D + 3D AAM
    • J. Sung and D. Kim, "Pose-Robust Facial Expression Recognition Using View-Based 2D + 3D AAM," Syst. Man Cybern. Part A Syst. Humans, IEEE Trans., vol. 38, no. 4, pp. 852-866, 2008.
    • (2008) Syst. Man Cybern. Part A Syst. Humans, IEEE Trans , vol.38 , Issue.4 , pp. 852-866
    • Sung, J.1    Kim, D.2
  • 8
    • 84885002986 scopus 로고    scopus 로고
    • Facial expressions of emotions: Recognition accuracy and affective reactions during late childhood
    • G. Mancini, S. Agnoli, B. Baldaro, P. E. R. Bitti, and P. Surcinelli, "Facial expressions of emotions: recognition accuracy and affective reactions during late childhood.," J. Psychol., vol. 147, no. 6, pp. 599-617, 2013.
    • (2013) J. Psychol , vol.147 , Issue.6 , pp. 599-617
    • Mancini, G.1    Agnoli, S.2    Baldaro, B.3    Bitti, P.E.R.4    Surcinelli, P.5
  • 9
    • 84924061133 scopus 로고    scopus 로고
    • Automatic facial expression recognition using features of salient facial patches
    • S. L. Happy and A. Routray, "Automatic facial expression recognition using features of salient facial patches," IEEE Trans. Affect. Comput., vol. 6, no. 1, pp. 1-12, 2015.
    • (2015) IEEE Trans. Affect. Comput , vol.6 , Issue.1 , pp. 1-12
    • Happy, S.L.1    Routray, A.2
  • 10
    • 78149285277 scopus 로고    scopus 로고
    • Features versus context: An approach for precise and detailed detection and delineation of faces and facial features
    • Nov.
    • L. Ding and A. M. Martinez, "Features versus context: An approach for precise and detailed detection and delineation of faces and facial features.," Pattern Anal. Mach. Intell. IEEE Trans., vol. 32, no. 11, pp. 2022-38, Nov. 2010.
    • (2010) Pattern Anal. Mach. Intell. IEEE Trans , vol.32 , Issue.11 , pp. 2022-2038
    • Ding, L.1    Martinez, A.M.2
  • 11
    • 85018269060 scopus 로고    scopus 로고
    • Advances in the modelling of facial sub-regions and facial expressions using active appearance techniques
    • I. Bacivarov, "Advances in the Modelling of Facial Sub-Regions and Facial Expressions using Active Appearance Techniques," National Uinversity of Ireland Galway, 2009.
    • (2009) National Uinversity of Ireland Galway
    • Bacivarov, I.1
  • 12
    • 84879129471 scopus 로고    scopus 로고
    • Coupled Gaussian processes for pose-invariant facial expression recognition
    • O. Rudovic, M. Pantic, and I. Patras, "Coupled Gaussian processes for pose-invariant facial expression recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 35, no. 6, pp. 1357-1369, 2013.
    • (2013) IEEE Trans. Pattern Anal. Mach. Intell , vol.35 , Issue.6 , pp. 1357-1369
    • Rudovic, O.1    Pantic, M.2    Patras, I.3
  • 13
    • 84933280308 scopus 로고    scopus 로고
    • AU-inspired deep networks for facial expression feature learning
    • M. Liu, S. Li, S. Shan, and X. Chen, "AU-inspired Deep Networks for Facial Expression Feature Learning," Neurocomputing, vol. 159, no. 1, pp. 126-136, 2015.
    • (2015) Neurocomputing , vol.159 , Issue.1 , pp. 126-136
    • Liu, M.1    Li, S.2    Shan, S.3    Chen, X.4
  • 16
    • 63449136395 scopus 로고    scopus 로고
    • Facial expression recognition based on local binary patterns: A comprehensive study
    • C. Shan, S. Gong, and P. W. McOwan, "Facial expression recognition based on local binary patterns: A comprehensive study," Image Vis. Comput., vol. 27, no. 6, pp. 803-816, 2009.
    • (2009) Image Vis. Comput , vol.27 , Issue.6 , pp. 803-816
    • Shan, C.1    Gong, S.2    McOwan, P.W.3
  • 19
    • 84887383616 scopus 로고    scopus 로고
    • Facial feature tracking under varying facial expressions and face poses based on restricted boltzmann machines
    • Y. Wu, Z. Wang, and Q. Ji, "Facial feature tracking under varying facial expressions and face poses based on restricted boltzmann machines," Proc. IEEE Comput. Soc. Conf. Comput. Vis. Pattern Recognit., vol. 1, pp. 3452-3459, 2013.
    • (2013) Proc. IEEE Comput. Soc. Conf. Comput. Vis. Pattern Recognit , vol.1 , pp. 3452-3459
    • Wu, Y.1    Wang, Z.2    Ji, Q.3
  • 20
    • 84898684113 scopus 로고    scopus 로고
    • Deep learning for real-time robust facial expression recognition on a smartphone
    • I. Song, H. J. Kim, and P. B. Jeon, "Deep learning for real-time robust facial expression recognition on a smartphone," Dig. Tech. Pap.-IEEE Int. Conf. Consum. Electron., pp. 564-567, 2014.
    • (2014) Dig. Tech. Pap.-IEEE Int. Conf. Consum. Electron , pp. 564-567
    • Song, I.1    Kim, H.J.2    Jeon, P.B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.