A spatiotemporal descriptor based on radial distances and 3D joint tracking for action classification

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2012, Pages 769-772

  Azary, Sherif ^a   Savakis, Andreas ^a  

^a ROCHESTER INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

3D Joint Tracking; Action Recognition; Manifold Learning; Radial Distances; sLPP

Indexed keywords

ACTION RECOGNITION; JOINT TRACKING; MANIFOLD LEARNING; RADIAL DISTANCE; SLPP;

IMAGE RECOGNITION; MOTION ESTIMATION; THREE DIMENSIONAL COMPUTER GRAPHICS; VIDEO SIGNAL PROCESSING;

CLASSIFICATION (OF INFORMATION);

EID: 84875827507     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2012.6466973     Document Type: Conference Paper

References (15)

1. D. Weinland, and R. Ronfard, "A survey of vision based methods for action representation, segmentation, and recognition," in Proc. CVIU, 2011, pp. 529-551.
2. M. Zhang and A. Sawchuk, "A bag-of-features based framework for human activity representation and recognition," in Proc. UBICOMP, Beijing, China, 2011.
3. S. Venkatesha and M. Turk, "Human Activity Recognition Using Local Shape Descriptors," in Proc. ICPR, 2010, pp.3704-3707.
4. X. Ding and J. Gu, "3D Body Joints-Based Human Action Recognition," in Pattern Recognition and Machine Vision, 2010.
5. K. Dermitzakis et al, "Gesture recognition in upper-limb prosthetics: A viability study using dynamic time warping and gyroscopes," in Proc. EMBC, 2011.
6. E. Kim et al, "Human activity recognition and pattern discovery," in IEEE Pervasive Computing, 2010, pp.48-53.
7. D. Weinland and E. Boyer, "Action recognition using exemplar-based embedding," in Proc. CVPR, 2008.
8. I. Laptev and T. Lindeberg, "Space-time interest points," in Proc. ICCV, 2003, Nice, France, pp.432-439.
9. V. Kellokumpu et al, "Texture based description of movements for activity analysis," in Proc. VISAPP, 2008.
10. M. Andriluka et al, "Monocular 3D pose estimation and tracking by detection," in Proc. CVPR, 2010.
11. J. Shotton et al, "Real-Time Human Pose Recognition in Parts from Single Depth Images," in Proc. CVPR, 2011.
12. L.A. Schwarz et al, "Estimating human 3D pose from Timeof-Flight images based on geodesic distances and optical flow," in Proc. FG, 2011.
13. W. Li et al, "Action recognition based on a bag of 3D points," in Proc. CVPRW, 2010, pp.9-14.
14. W. Li et al, "Expandable data-driven graphical modeling of human actions based on salient postures," in IEEE Transactions on Circuits and Systems for Video Technology, 2008, pp.1499-1510.
15. S. Azary and A. Savakis, "View Invariant Activity Recognition with Manifold Learning," in Proc. ISVC, 2010, pp.606-615.