Classifying human body postures by a support vector machine with two simple features
Tác giả
Tài liệu tham khảo
[1] Juang, C.-F., Chen, T.-C., Du, W.-C.: Human body 3D posture estimation using significant points and two cameras. Sci. World J. 2014, 17 (2014)
[2] Juang, C.-F., Liang, C.-W., Lee, C.-L., Chung, I.-F.: Vision-based human body posture recognition using support vector machines. In: International Conference on Awareness Science and Technology, pp. 150–155 (2012)
[3] Wu, C., Aghajan, H.: Model-based human posture estimation for gesture analysis in an opportunistic fusion smart camera network. In: IEEE International Conference on Advanced Video and Signal Based Surveillance, pp. 453–458 (2007)
[4] Cortes, C., Vapnik, V.: Support vector networks. Mach. Learn. 20(3), 273–297 (1995)
[5] MacKay, D.: Information Theory, Inference and Learning Algorithms, pp. 284–292. Cambridge University Press, Cambridge (2003). ISBN: 0-521-64298-1
[6] McLachlan, G., Peel, D.: Finite Mixture Models. Wiley, Hoboken (2000)
[7] Cohen, I., Li, H.: Inference of human postures by classification of 3D human body shape. In: IEEE International Workshop on Analysis and Modeling of Faces and Gestures, pp. 74–81 (2003)
[8] Shotton, J., Sharp, T., Kipman, A., Fitzgibbon, A., Finocchio, M., Blake, A., Cook, M., Moore, R.: Real-time human pose recognition in parts from single depth images. ACM Commun. 56, 116–124 (2013)
[9] Goldmann, L., Karaman, M., Sikor, T.: Human body posture recognition using MPEG-7 descriptors. In: Visual Communications and Image Processing, pp. 18–22 (2004)
[10] Hoa, N.T., Bui, T.D.: A new effective learning rule of Fuzzy ART. In: Conference on Technologies and Applications of Artificial Intelligence, pp. 224–231. IEEE Press (2012)
[11] Zerrouki, N., Houacine, A.: Automatic classification of human body postures based on the truncated SVD. J. Adv. Comput. Netw. 2, 58–62 (2014)
[12] Cucchiara, R., Grana, C., Prati, A., Vezzani, R.: Probabilistic posture classification for human-behavior analysis. IEEE Trans. Syst. Man Cybern. 35, 42–54 (2005)
[13] Russell, S., Norvig, P.: Artificial Intelligence: A Modern Approach, 2nd edn. Prentice Hall, Upper Saddle River (2003)
[14] Girondel, V., Bonnaud, L., Caplier, A., Rombaut, M.: Belief theory-based classifiers comparison for static human body postures recognition in video. World Acad. Sci. Eng. Technol. 4, 627–630 (2007)