An effective 3D geometric relational feature descriptor for human action recognition

2012 IEEE RIVF International Conference on Computing and Communication Technologies, Research, Innovation, and Vision for the Future, RIVF 2012

Volumn , Issue , 2012, Pages

  Thuc, Hoang Le Uyen ^a   Van Tuan, Pham ^a   Hwang, Jenq Neng ^b  

^a THE UNIVERSITY OF DANANG   (Viet Nam)

^b University of Washington   (United States)

Author keywords

3D coordinate features; 3D geometric relational features; Hidden Markov model; Human action recognition

Indexed keywords

3D COORDINATES; BOOLEAN FEATURES; COMPUTER ANIMATION; FEATURE DESCRIPTORS; GEOMETRIC RELATIONS; HUMAN ACTIONS; HUMAN MODEL; HUMAN-ACTION RECOGNITION; MOTION CAPTURE; MOTION CAPTURE DATA; RECOGNITION RATES; RELATIONAL FEATURES; THREE-DIMENSION; VIDEO SEQUENCES;

ANIMATION; GEOMETRY; GESTURE RECOGNITION; HIDDEN MARKOV MODELS; INNOVATION;

THREE DIMENSIONAL;

EID: 84860469231     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/rivf.2012.6169868     Document Type: Conference Paper

References (17)

1. M. Valera and S. A. Velastin, "Intelligent distributed surveillance systems: a review," IEEE Proc.Vision, Image and Signal Processing, vol. 152, no. 2, pp. 192-201, Apr.2005
2. V. Kastrinaki, M. Zervakis, and K. Kalaitzakis, "A survey of video processing techniques for traffic applications," Image and Vision Computing, vol. 21, pp. 359-381, 2003.
3. Howard D. Wactlar, Michael Christel, Alexander Haupt,ann, Datong Chen, Jie Yang, "Infrastructure for machine understanding of video observations in skilled care facilities - implications of early results from CareMedia case studies," the 2nd International workshop on ubiquitous computing pervasive healthcare applications, Sep. 2004.
4. Meinard Muller, Tido Roder, Michael Clausen, "Efficient content-based retrieval of motion capture data," Association for Computing Machinery Transactions on Graphics, Volume 24, Issue 3, pp. 677-685, July 2005.
5. Leonid Sigal and Michael J. Black, "HumanEva: Synchronized video and motion capture dataset for evaluation of articulated human motion," Technical report CS-06-08, Brown University, Providence, RI 02912, USA, Sep. 2006
6. Shian-Ru Ke, Liang Jia Zhu, Jenq-Neng Hwang, Hung-I Pai, Kung- Ming Lan, Chih-Pin Liao, "Real-time 3D human pose estimation from monocular view with applications to event detection and video gaming," in AVSS, pp. 489-496, Sep. 2010.
7. J. Yamato, J. Ohya, and K.Ishii, "Recognizing human action in time-sequential images using hidden Markov model," in CVPR, pp. 379-385, Champaign, IL, June 1992.
8. Lawrence R. Rabiner, "A tutorial on hidden Markov models and selected applications in speech recognition," in Proc. IEEE, vol. 77, No. 2, pp. 257-286, 1989.
9. Cheng-Hsien Lin, Fu-Song Hsu, Wei-Yang Lin, " Recognizing Human Actions Using NWFE-Based Histogram Vectors," EURASIP journal on Advances in Signal Processing, special issue on Video Analyses for Human Behavior Understanding, June 2010.
10. Schuldt C., Laptex I., and Caputo B., "Recognizing human actions: a local SVM approach," in ICPR, vol. 3, pp. 32-36, Cambridge, UK, Aug. 2004
11. L.Wang, W. Hu, and T. Tan. "Recent developments in human motion analysis", Pattern Recognition, 36(3), pp.585-601, 2003.
12. Chih-Chang Yu, Hsu-Yung Cheng, Chien-Hung Cheng, and Kuo-Chin Fan, "Efficient human action and gait analysis using multiresolution motion energy histogram," EURASIP journal on Advances in Signal Processing, vol. 2010, Article ID 975291, 13 pages, 2010.
13. Somayeh Danafar, Alessandro Giusti, Jurgen Schmidhuber, "Novel kernel-basd recognizers of human actions," EURASIP journal on Advances in Signal Processing, vol. 2010, Article ID 202768, 11 pages, June 2010.
14. Wonjun Kim, Jaeho Lee, Minjin Kim, Daeyoung Oh, and Changick Kim, "Human action recognition using ordinal measure of accumulated motion," EURASIP journal on Advances in Signal Processing, vol. 2010, Article ID 219109, 11 pages, June 2010.
15. P. Turaga, R. Chellappa, V. Subrahmanian, and O. Udrea, "Machine recognition of human activities: a survey," IEEE Trans. Circuits and Systems for Video Technology, pp.1473-1488, Nov. 2008.
16. Shian-Ru Ke, Jenq-Neng Hwang, Kung-Ming Lan and Sheng-Zheng Wang " View-Invariant 3D Human Body Pose Reconstruction using a Monocular Video Camera, " ACM/IEEE Int'l Conf. on Distributed Smart Cameras (ICDSC 2011), Ghent Belgium, August 22-25, 2011.
17. Tido Roder, " Similarity, Retrieval, and Classification of Motion Capture Data", PhD Dissertation, Mathematic - Natural Sciences Department, University of Bonn, pp. 50-53, September 2006.