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Volumn 42, Issue 21, 2015, Pages 8274-8282

Efficient large-scale action recognition in videos using extreme learning machines

Author keywords

Action recognition; Extreme learning machine; Fisher vector; Multimedia mining

Indexed keywords

ENCODING (SYMBOLS); KNOWLEDGE ACQUISITION;

EID: 84938409656     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2015.06.013     Document Type: Article
Times cited : (39)

References (56)
  • 2
    • 84861190873 scopus 로고    scopus 로고
    • A review on vision techniques applied to human behaviour analysis for ambient-assisted living
    • A.A. Chaaraoui, P. Climent-Pérez, and F. Flórez-Revuelta A review on vision techniques applied to human behaviour analysis for ambient-assisted living Expert Systems with Applications 39 2012 10873 10888
    • (2012) Expert Systems with Applications , vol.39 , pp. 10873-10888
    • Chaaraoui, A.A.1    Climent-Pérez, P.2    Flórez-Revuelta, F.3
  • 5
    • 33745821718 scopus 로고    scopus 로고
    • Human detection using oriented histograms of flow and appearance
    • Springer Berlin Heidelberg
    • N. Dalal, B. Triggs, and C. Schmid Human detection using oriented histograms of flow and appearance European Conference on Computer Vision (ECCV) Vol. 3952 2006 Springer Berlin Heidelberg 428 441
    • (2006) European Conference on Computer Vision (ECCV) , vol.3952 , pp. 428-441
    • Dalal, N.1    Triggs, B.2    Schmid, C.3
  • 9
    • 35248856569 scopus 로고    scopus 로고
    • Two-frame motion estimation based on polynomial expansion
    • Springer Berlin Heidelberg
    • G. Farnebäck Two-frame motion estimation based on polynomial expansion Image analysis Vol. 2749 2003 Springer Berlin Heidelberg 363 370
    • (2003) Image Analysis , vol.2749 , pp. 363-370
    • Farnebäck, G.1
  • 10
    • 84926687143 scopus 로고    scopus 로고
    • A KPCA spatio-temporal differential geometric trajectory cloud classifier for recognizing human actions in a CBVR system
    • I. Gómez-Conde, and D.N. Olivieri A KPCA spatio-temporal differential geometric trajectory cloud classifier for recognizing human actions in a CBVR system Expert Systems with Applications 42 2015 5472 5490
    • (2015) Expert Systems with Applications , vol.42 , pp. 5472-5490
    • Gómez-Conde, I.1    Olivieri, D.N.2
  • 13
    • 33745903481 scopus 로고    scopus 로고
    • Extreme learning machine: Theory and applications
    • G.-B. Huang, Q.-Y. Zhu, and C.-K. Siew Extreme learning machine: Theory and applications Neurocomputing 70 2006 489 501
    • (2006) Neurocomputing , vol.70 , pp. 489-501
    • Huang, G.-B.1    Zhu, Q.-Y.2    Siew, C.-K.3
  • 14
    • 84906935799 scopus 로고    scopus 로고
    • Regularized extreme learning machine for multi-view semi-supervised action recognition
    • A. Iosifidis, A. Tefas, and I. Pitas Regularized extreme learning machine for multi-view semi-supervised action recognition Neurocomputing 145 2014 250 262
    • (2014) Neurocomputing , vol.145 , pp. 250-262
    • Iosifidis, A.1    Tefas, A.2    Pitas, I.3
  • 30
    • 77952583382 scopus 로고    scopus 로고
    • Human action recognition using extreme learning machine based on visual vocabularies
    • R. Minhas, A. Baradarani, S. Seifzadeh, and Q.J. Wu Human action recognition using extreme learning machine based on visual vocabularies Neurocomputing 73 2010 1906 1917
    • (2010) Neurocomputing , vol.73 , pp. 1906-1917
    • Minhas, R.1    Baradarani, A.2    Seifzadeh, S.3    Wu, Q.J.4
  • 33
    • 84906510060 scopus 로고    scopus 로고
    • Action recognition with stacked Fisher vectors
    • Springer International Publishing
    • X. Peng, C. Zou, Y. Qiao, and Q. Peng Action recognition with stacked Fisher vectors European Conference on Computer Vision (ECCV) Vol. 8693 2014 Springer International Publishing 581 595
    • (2014) European Conference on Computer Vision (ECCV) , vol.8693 , pp. 581-595
    • Peng, X.1    Zou, C.2    Qiao, Y.3    Peng, Q.4
  • 38
    • 85051374302 scopus 로고
    • Feedforward neural networks with random weights
    • Conference B: Pattern recognition methodology and systems
    • Schmidt, W. F., Kraaijveld, M. A., & Duin, R. P. (1992). Feedforward neural networks with random weights. In Pattern recognition. Vol. II. Conference B: Pattern recognition methodology and systems (pp. 1-4).
    • (1992) Pattern Recognition , vol.2 , pp. 1-4
    • Schmidt, W.F.1    Kraaijveld, M.A.2    Duin, R.P.3
  • 40
    • 37849037402 scopus 로고    scopus 로고
    • A 3-dimensional SIFT descriptor and its application to action recognition
    • Scovanner, P., Ali, S., & Shah, M. (2007). A 3-dimensional SIFT descriptor and its application to action recognition. In ACM international conference on multimedia (pp. 357-360).
    • (2007) ACM International Conference on Multimedia , pp. 357-360
    • Scovanner, P.1    Ali, S.2    Shah, M.3
  • 44
    • 84871112273 scopus 로고    scopus 로고
    • Accelerating visual categorization with the GPU
    • K. Kutulakos (Ed) Springer Berlin Heidelberg
    • K. van de Sande, T. Gevers, and C. Snoek Accelerating visual categorization with the GPU K. Kutulakos, Trends and topics in computer vision Vol. 6554 2012 Springer Berlin Heidelberg 436 449
    • (2012) Trends and Topics in Computer Vision , vol.6554 , pp. 436-449
    • Van De Sande, K.1    Gevers, T.2    Snoek, C.3
  • 54
    • 84906509652 scopus 로고    scopus 로고
    • Action recognition using super sparse coding vector with spatio-temporal awareness
    • Yang, X., & Tian, Y. (2014). Action recognition using super sparse coding vector with spatio-temporal awareness. In European Conference on Computer Vision (ECCV), Vol. 8690 (pp. 727-741).
    • (2014) European Conference on Computer Vision (ECCV) , vol.8690 , pp. 727-741
    • Yang, X.1    Tian, Y.2
  • 55
    • 84880383053 scopus 로고    scopus 로고
    • Human action recognition based on skeleton splitting
    • S.M. Yoon, and A. Kuijper Human action recognition based on skeleton splitting Expert Systems with Applications 40 2013 6848 6855
    • (2013) Expert Systems with Applications , vol.40 , pp. 6848-6855
    • Yoon, S.M.1    Kuijper, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.