메뉴 건너뛰기




Volumn 6, Issue 2, 2014, Pages 139-152

Adaptive human action recognition with an evolving bag of key poses

Author keywords

Evolutionary computing and genetic algorithms; feature evaluation and selection; human computer interaction; vision and scene understanding

Indexed keywords

GENETIC ALGORITHMS; GESTURE RECOGNITION; HUMAN COMPUTER INTERACTION; HUMAN ROBOT INTERACTION;

EID: 84903148278     PISSN: 19430604     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAMD.2014.2315676     Document Type: Article
Times cited : (18)

References (43)
  • 1
    • 18444372959 scopus 로고    scopus 로고
    • Intelligent distributed surveillance systems: A review
    • DOI 10.1049/ip-vis:20041147
    • M. Valera and S. Velastin, "Intelligent distributed surveillance systems: A review," IEE Proc.-Vis., Image, Signal Process., vol. 152, no. 2, pp. 192-204, 2005. (Pubitemid 40643653)
    • (2005) IEE Proceedings: Vision, Image and Signal Processing , vol.152 , Issue.2 , pp. 192-204
    • Valera, M.1    Velastin, S.A.2
  • 2
    • 79955649703 scopus 로고    scopus 로고
    • Human activity analysis: A review
    • Apr.
    • J. Aggarwal and M. Ryoo, "Human activity analysis: A review," ACM Comput. Surv., vol. 43, no. 3, pp. 16:1-16:43, Apr. 2011.
    • (2011) ACM Comput. Surv. , vol.43 , Issue.3 , pp. 161-1643
    • Aggarwal, J.1    Ryoo, M.2
  • 4
    • 84891079211 scopus 로고    scopus 로고
    • Autonomous and interactive improvement of binocular visual depth estimation through sensorimotor interaction
    • Mar.
    • T. Mann, Y. Park, S. Jeong, M. Lee, and Y. Choe, "Autonomous and interactive improvement of binocular visual depth estimation through sensorimotor interaction," IEEE Trans. Autonom. Mental Develop., vol. 5, no. 1, pp. 74-84, Mar. 2013.
    • (2013) IEEE Trans. Autonom. Mental Develop. , vol.5 , Issue.1 , pp. 74-84
    • Mann, T.1    Park, Y.2    Jeong, S.3    Lee, M.4    Choe, Y.5
  • 5
    • 79952938203 scopus 로고    scopus 로고
    • Cognitive development in partner robots for information support to elderly people
    • Mar.
    • A. Yorita and N. Kubota, "Cognitive development in partner robots for information support to elderly people," IEEE Trans. Autonom. Mental Develop., vol. 3, no. 1, pp. 64-73, Mar. 2011.
    • (2011) IEEE Trans. Autonom. Mental Develop. , vol.3 , Issue.1 , pp. 64-73
    • Yorita, A.1    Kubota, N.2
  • 7
    • 56749116285 scopus 로고    scopus 로고
    • A study on the combination of evolutionary algorithms and stratified strategies for training set selection in data mining
    • ser. Advances in Soft Computing, F. Hoffmann, M. Köppen, F. Klawonn, and R. Roy, Eds. Berlin, Germany: Springer-Verlag
    • J. Cano, F. Herrera, and M. Lozano, "A study on the combination of evolutionary algorithms and stratified strategies for training set selection in data mining," in Soft Computing: Methodologies and Applications, ser. Advances in Soft Computing, F. Hoffmann, M. Köppen, F. Klawonn, and R. Roy, Eds. Berlin, Germany: Springer-Verlag, 2005, vol. 32, pp. 271-284.
    • (2005) Soft Computing: Methodologies and Applications , vol.32 , pp. 271-284
    • Cano, J.1    Herrera, F.2    Lozano, M.3
  • 10
    • 57149140985 scopus 로고    scopus 로고
    • Human activity recognition with metric learning
    • ser. LectureNotes in Computer Science, D. Forsyth, P. Torr, and A. Zisserman, Eds. Berlin, Germany: Springer-Verlag
    • D. Tran and A. Sorokin, "Human activity recognition with metric learning," in Computer Vision - ECCV 2008, ser. LectureNotes in Computer Science, D. Forsyth, P. Torr, and A. Zisserman, Eds. Berlin, Germany: Springer-Verlag, 2008, vol. 5302, pp. 548-561.
    • (2008) Computer Vision - ECCV 2008 , vol.5302 , pp. 548-561
    • Tran, D.1    Sorokin, A.2
  • 11
    • 33750025833 scopus 로고    scopus 로고
    • Free viewpoint action recognition using motion history volumes
    • DOI 10.1016/j.cviu.2006.07.013, PII S1077314206001081
    • D. Weinland, R. Ronfard, and E. Boyer, "Free viewpoint action recognition using motion history volumes," Comput. Vis. Image Understanding, vol. 104, no. 2, pp. 249-257, Nov. 2006. (Pubitemid 44573869)
    • (2006) Computer Vision and Image Understanding , vol.104 , Issue.2-3 SPEC. ISSUE , pp. 249-257
    • Weinland, D.1    Ronfard, R.2    Boyer, E.3
  • 12
    • 84885063479 scopus 로고    scopus 로고
    • A survey of human motion analysis using depth imagery
    • Smart Approaches for Human Action Recognition
    • L. Chen, H. Wei, and J. Ferryman, "A survey of human motion analysis using depth imagery," Pattern Recognit. Lett., vol. 34, no. 15, pp. 1995-2006, 2013, Smart Approaches for Human Action Recognition.
    • (2013) Pattern Recognit. Lett. , vol.34 , Issue.15 , pp. 1995-2006
    • Chen, L.1    Wei, H.2    Ferryman, J.3
  • 14
    • 24944451092 scopus 로고    scopus 로고
    • On space-time interest points
    • DOI 10.1007/s11263-005-1838-7
    • I. Laptev, "On space-time interest points," Int. J. Comput. Vis., vol. 64, pp. 107-123, 2005. (Pubitemid 41314645)
    • (2005) International Journal of Computer Vision , vol.64 , Issue.2-3 , pp. 107-123
    • Laptev, I.1
  • 15
    • 33744516897 scopus 로고    scopus 로고
    • Spatiotemporal salient points for visual recognition of human actions
    • Jun.
    • A. Oikonomopoulos, I. Patras, and M. Pantic, "Spatiotemporal salient points for visual recognition of human actions," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 36, no. 3, pp. 710-719, Jun. 2005.
    • (2005) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.36 , Issue.3 , pp. 710-719
    • Oikonomopoulos, A.1    Patras, I.2    Pantic, M.3
  • 19
    • 84866722492 scopus 로고    scopus 로고
    • 3D action classification using sparse spatio-temporal feature representations
    • ser. Lecture Notes in Computer Science, G. Bebis, R. Boyle, B. Parvin, D. Koracin, C. Fowlkes, S. Wang, M.-H. Choi, S. Mantler, J. Schulze, D. Acevedo, K. Mueller, and M. Papka, Eds. Berlin, Germany: Springer-Verlag
    • S. Azary and A. Savakis, "3D Action Classification Using Sparse Spatio-temporal Feature Representations," in Adv. Visual Comput., ser. Lecture Notes in Computer Science, G. Bebis, R. Boyle, B. Parvin, D. Koracin, C. Fowlkes, S. Wang, M.-H. Choi, S. Mantler, J. Schulze, D. Acevedo, K. Mueller, and M. Papka, Eds. Berlin, Germany: Springer-Verlag, 2012, vol. 7432, pp. 166-175.
    • (2012) Adv. Visual Comput. , vol.7432 , pp. 166-175
    • Azary, S.1    Savakis, A.2
  • 20
    • 84865085819 scopus 로고    scopus 로고
    • Iterative temporal learning and predictionwith the sparse online echo state gaussian process
    • Jun.
    • H. Soh andY. Demiris, "Iterative temporal learning and predictionwith the sparse online echo state gaussian process," in Proc. 2012 Int. Joint Conf. Neural Netw. (IJCNN), Jun. 2012, pp. 1-8.
    • (2012) Proc. 2012 Int. Joint Conf. Neural Netw. (IJCNN) , pp. 1-8
    • Soh Andy. Demiris, H.1
  • 21
    • 84862069071 scopus 로고    scopus 로고
    • Instructing people for training gestural interactive systems
    • ser. CHI '12. New York, NY, USA: ACM
    • S. Fothergill, H. Mentis, P. Kohli, and S. Nowozin, "Instructing people for training gestural interactive systems," in Proc. SIGCHI Conf. Human Factors Comput. Syst., ser. CHI '12. New York, NY, USA: ACM, 2012, pp. 1737-1746.
    • (2012) Proc. SIGCHI Conf. Human Factors Comput. Syst. , pp. 1737-1746
    • Fothergill, S.1    Mentis, H.2    Kohli, P.3    Nowozin, S.4
  • 24
    • 84887133672 scopus 로고    scopus 로고
    • Evolutionary joint selection to improve human action recognition with RGB-D devices
    • Methods and Applications of Artificial and Computational Intelligence
    • A. A. Chaaraoui, J. R. Padilla-López, P. Climent-Pérez, and F. Flórez-Revuelta, "Evolutionary joint selection to improve human action recognition with RGB-D devices," Expert Syst. Appl., vol. 41, no. 3, pp. 786-794, 2014, Methods and Applications of Artificial and Computational Intelligence.
    • (2014) Expert Syst. Appl. , vol.41 , Issue.3 , pp. 786-794
    • Chaaraoui, A.A.1    Padilla-López, J.R.2    Climent-Pérez, P.3    Flórez-Revuelta, F.4
  • 28
    • 80053053621 scopus 로고    scopus 로고
    • A dynamic optimization approach for adaptive incremental learning
    • M. N. Kapp, R. Sabourin, and P. Maupin, "A dynamic optimization approach for adaptive incremental learning," Int. J. Intell. Syst., vol. 26, no. 11, pp. 1101-1124, 2011.
    • (2011) Int. J. Intell. Syst. , vol.26 , Issue.11 , pp. 1101-1124
    • Kapp, M.N.1    Sabourin, R.2    Maupin, P.3
  • 29
    • 84882574291 scopus 로고    scopus 로고
    • Incremental learning in human action recognition based on snippets
    • R. Minhas, A. Mohammed, and Q.Wu, "Incremental learning in human action recognition based on snippets," IEEE Trans. Circuits Syst. Video Technol., vol. 22, no. 11, pp. 1529-1541, 2012.
    • (2012) IEEE Trans. Circuits Syst. Video Technol. , vol.22 , Issue.11 , pp. 1529-1541
    • Minhas, R.1    Mohammed, A.2    Wu, Q.3
  • 30
    • 84863507591 scopus 로고    scopus 로고
    • An incremental learning method based on probabilistic neural networks and adjustable fuzzy clustering for human activity recognition by using wearable sensors
    • Z. Wang, M. Jiang, Y. Hu, and H. Li, "An incremental learning method based on probabilistic neural networks and adjustable fuzzy clustering for human activity recognition by using wearable sensors," IEEE Trans. Inf. Technol. Biomed., vol. 16, no. 4, pp. 691-699, 2012.
    • (2012) IEEE Trans. Inf. Technol. Biomed. , vol.16 , Issue.4 , pp. 691-699
    • Wang, Z.1    Jiang, M.2    Hu, Y.3    Li, H.4
  • 32
    • 80053330652 scopus 로고    scopus 로고
    • Recent advances and trends in visual tracking: A review
    • H. Yang, L. Shao, F. Zheng, L. Wang, and Z. Song, "Recent advances and trends in visual tracking: A review," Neurocomputing, vol. 74, no. 18, pp. 3823-3831, 2011.
    • (2011) Neurocomputing , vol.74 , Issue.18 , pp. 3823-3831
    • Yang, H.1    Shao, L.2    Zheng, F.3    Wang, L.4    Song, Z.5
  • 36
    • 84885675164 scopus 로고    scopus 로고
    • Silhouette- based human action recognition using sequences of key poses
    • Smart Approaches for Human Action Recognition
    • A. A. Chaaraoui, P. Climent-Pérez, and F. Flórez-Revuelta, "Silhouette- based human action recognition using sequences of key poses," Pattern Recognit. Lett., vol. 34, no. 15, pp. 1799-1807, 2013, Smart Approaches for Human Action Recognition.
    • (2013) Pattern Recognit. Lett. , vol.34 , Issue.15 , pp. 1799-1807
    • Chaaraoui, A.A.1    Climent-Pérez, P.2    Flórez-Revuelta, F.3
  • 37
    • 84867660556 scopus 로고    scopus 로고
    • An efficient approach for multi-view human action recognition based on bag-of-key-poses
    • ser. Lecture Notes in Computer Science, A. A. Salah, J. Ruiz-del Solar, C. Meriçli, and P.-Y. Oudeyer, Eds. Berlin, Germany: Springer-Verlag
    • A. A. Chaaraoui, P. Climent-Pérez, and F. Flórez-Revuelta, "An efficient approach for multi-view human action recognition based on bag-of-key-poses," in Human Behavior Understanding, ser. Lecture Notes in Computer Science, A. A. Salah, J. Ruiz-del Solar, C. Meriçli, and P.-Y. Oudeyer, Eds. Berlin, Germany: Springer-Verlag, 2012, vol. 7559, pp. 29-40.
    • (2012) Human Behavior Understanding , vol.7559 , pp. 29-40
    • Chaaraoui, A.A.1    Climent-Pérez, P.2    Flórez-Revuelta, F.3
  • 38
    • 0037364522 scopus 로고    scopus 로고
    • Neural mechanisms for the recognition of biological movements
    • DOI 10.1038/nrn1057
    • M. A. Giese and T. Poggio, "Neural mechanisms for the recognition of biological movements," Nature Rev. Neurosci., vol. 4, no. 3, pp. 179-192, 2003. (Pubitemid 37280183)
    • (2003) Nature Reviews Neuroscience , vol.4 , Issue.3 , pp. 179-192
    • Giese, M.A.1    Poggio, T.2
  • 40
    • 77549085570 scopus 로고    scopus 로고
    • Dynamic adaboost learning with feature selection based on parallel genetic algorithm for image annotation
    • R. Li, J. Lu, Y. Zhang, and T. Zhao, "Dynamic adaboost learning with feature selection based on parallel genetic algorithm for image annotation," Knowledge-Based Syst., vol. 23, no. 3, pp. 195-201, 2010.
    • (2010) Knowledge-Based Syst. , vol.23 , Issue.3 , pp. 195-201
    • Li, R.1    Lu, J.2    Zhang, Y.3    Zhao, T.4
  • 42
    • 84655167779 scopus 로고    scopus 로고
    • Human action recognition using pose-based discriminant embedding
    • B. Saghafi and D. Rajan, "Human action recognition using pose-based discriminant embedding," Signal Process.: Image Commun., vol. 27, no. 1, pp. 96-111, 2012.
    • (2012) Signal Process.: Image Commun. , vol.27 , Issue.1 , pp. 96-111
    • Saghafi, B.1    Rajan, D.2
  • 43
    • 84898470254 scopus 로고    scopus 로고
    • Histogram of body poses and spectral regression discriminant analysis for human action categorization
    • Aberystwyth, U.K
    • L. Shao and X. Chen, "Histogram of body poses and spectral regression discriminant analysis for human action categorization," in Proc. British Mach. Vis. Conf. (BMVC), Aberystwyth, U.K., 2010, vol. 4.
    • (2010) Proc. British Mach. Vis. Conf. (BMVC) , vol.4
    • Shao, L.1    Chen, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.