Human action recognition by negative space analysis

Proceedings - 2010 International Conference on Cyberworlds, CW 2010

Volumn , Issue , 2010, Pages 354-359

  Rahman, Shah Atiqur ^a   Li, Liyuan ^b   Leung, M K H ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

Author keywords

Dynamic time warping; Human action recognition; Negative space

Indexed keywords

ACTION RECOGNITION; DATA SETS; DYNAMIC TIME WARPING; FEATURE DESCRIPTION; HUMAN ACTIONS; HUMAN BODIES; HUMAN-ACTION RECOGNITION; NEGATIVE SPACE; NON-RIGID DEFORMATION; PARTIAL OCCLUSIONS; REGION-BASED; REGION-BASED METHODS; SPACE ANALYSIS;

GESTURE RECOGNITION;

FEATURE EXTRACTION;

EID: 78751493710     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CW.2010.29     Document Type: Conference Paper

References (14)

1. L. Wang, et al., "Recent Developments in Human Motion Analysis," Pattern Recognition, vol. 36, no. 3, 2003, pp. 585-601.
2. A.A. Efros, et al., "Recognizing Action at a Distance," Proc. International Conference on Computer Vision, IEEE Computer Society, 2003, pp. 726-733.
3. C. Bregler, "Learning and Recognizing Human Dynamics in Video Sequences," Proc. Computer Vision and Pattern Recognition, IEEE Computer Society, 1997, pp. 568-574.
4. Y. Chen, et al., "Human Action Recognition by Radon Transform," Proc. International Conference on Data Mining Workshops, 2008, pp. 862-868.
5. J.C. Niebles, et al., "Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words," Int. J. Comput. Vision, vol. 79, no. 3, 2008, pp. 299-318; DOI http://dx.doi.org/10.1007/s11263-007-0122-4.
6. L. Gorelick, et al., "Actions as Space-Time Shapes," IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 12, 2007, pp. 2247-2253.
7. M.J.V. Vuuren and G. Jager, "Art and Image Processing," Proc. Conference of Pattern Recognition Association of South Africa, 2001, pp. 23-28.
8. L. Wang and D. Suter, "Recognizing Human Activities from Silhouettes: Motion Subspace and Factorial Discriminative Graphical Model," Proc. Computer Vision and Pattern Recognition, 2007, pp. 1-8.
9. N. Ikizler and P. Duygulu, "Histogram of Oriented Rectangles: A New Pose Descriptor for Human Action Recognition," Image and Vision Computing, vol. 27, no. 10, 2009, pp. 1515-1526.
10. L. Rabiner and B.-H. Juang, Fundamentals of Speech Recognition, Prentice-Hall, Inc., 1993, p. 507.
11. Z. Zivkovic and F. van der Heijden, "Efficient Adaptive Density Estimation per Image Pixel for the Task of Background Subtraction," Pattern Recogn. Lett., vol. 27, no. 7, 2006, pp. 773- 780; DOI http://dx.doi.org/10. 1016/j.patrec.2005.11.005.
12. A. Fathi and G. Mori, "Action Recognition by Learning Mid-level Motion Features," Proc. Computer Vision and Pattern Recognition, 2008, pp. 1-8.
13. M. Grundmann, et al., "3D Shape Context and Distance Transform for Action Recognition," Proc. International Conference on Pattern Recognition, 2008, pp. 1-4.
14. M. Bregonzio, et al., "Recognizing Action as Clouds of Space-time Interest Points," Proc. Computer Vision and Pattern Recognition, 2009, pp. 1948-1955.