Tracking the articulated motion of two strongly interacting hands

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn , Issue , 2012, Pages 1862-1869

  Oikonomidis, I ^a   Kyriazis, N ^a   Argyros, A A ^a  

^a UNIVERSITY OF CRETE   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICULATED MOTION; KINEMATIC STRUCTURES; MARKERLESS; OPTIMIZATION PROBLEMS; PARAMETER SPACES; REAL-WORLD IMAGE; STOCHASTIC OPTIMIZATION METHODS; TWO HAND; VISUAL OBSERVATIONS;

COMPUTER VISION; PARTICLE SWARM OPTIMIZATION (PSO);

PROBLEM SOLVING;

EID: 84866642674     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2012.6247885     Document Type: Conference Paper

References (24)

1. I. Albrecht, J. Haber, and H.-P. Seidel. Construction and Animation of Anatomically Based Human Hand Models. In Eurographics symposium on Computer animation, page 109. Eurographics Association, 2003. 3
2. A. A. Argyros and M. Lourakis. Real-time Tracking of Multiple Skin-colored Objects with a Possibly Moving Camera. In ECCV, pages 368-379. Springer, 2004. 3
3. V. Athitsos and S. Sclaroff. Estimating 3D Hand Pose From a Cluttered Image. In CVPR, pages II-432-9. IEEE, 2003. 2
4. M. Clerc and J. Kennedy. The Particle Swarm - Explosion, Stability, and Convergence in a Multidimensional Complex Space. Transactions on Evolutionary Computation, 6(1):58- 73, 2002. 4
5. M. De La Gorce, N. Paragios, and D. J. Fleet. Model-based Hand Tracking With Texture, Shading and Self-occlusions. In CVPR, pages 1-8. IEEE, Jun. 2008. 2
6. A. Erol, G. Bebis, M. Nicolescu, R. D. Boyle, and X. Twombly. Vision-based Hand Pose Estimation: A review. CVIU, 108(1-2):52-73, 2007. 2
7. H. Hamer, K. Schindler, E. Koller-Meier, and L. Van Gool. Tracking a Hand Manipulating an Object. In ICCV, 2009. 2, 5
8. J. Kennedy and R. Eberhart. Particle Swarm Optimization. In International Conference on Neural Networks, volume 4, pages 1942-1948. IEEE, Jan. 1995. 4
9. J. Kennedy, R. Eberhart, and S. Yuhui. Swarm intelligence. Morgan Kaufmann, 2001. 4, 5
10. N. Kyriazis, I. Oikonomidis, and A. A. Argyros. A GPUpowered Computational Framework for Efficient 3D Modelbased Vision. Technical Report TR420, ICS-FORTH, Jul. 2011. 5
11. Microsoft Corp. Redmond WA. Kinect for Xbox 360. 2, 5
12. T. B. Moeslund, A. Hilton, and V. Kru. A Survey of Advances in Vision-based Human Motion Capture and Analysis. CVIU, 104:90-126, 2006. 1
13. I. Oikonomidis, N. Kyriazis, and A. A. Argyros. Markerless and Efficient 26-DOF Hand Pose Recovery. In ACCV, pages 744-757. Springer, 2010. 2, 5
14. I. Oikonomidis, N. Kyriazis, and A. A. Argyros. Efficient Model-based 3D Tracking of Hand Articulations using Kinect. In BMVC, Dundee, UK, Aug. 2011. 2, 3, 5, 6
15. I. Oikonomidis, N. Kyriazis, and A. A. Argyros. Full DOF Tracking of a Hand Interacting with an Object by Modeling Occlusions and Physical Constraints. In ICCV, pages 2088-2095. IEEE, Nov. 2011. 2, 3, 5
16. OpenNI. PrimeSense Sensor Module, 2011. 3, 6
17. J. M. Rehg and T. Kanade. Model-based tracking of selfoccluding articulated objects. In ICCV, pages 612-617. IEEE, 1995. 2
18. J. Romero, H. Kjellström, and D. Kragic. Monocular Realtime 3D Articulated Hand Pose Estimation. In International Conference on Humanoid Robots, pages 87-92. IEEE, Dec. 2009. 2, 6
19. R. Rosales, V. Athitsos, L. Sigal, and S. Sclaroff. 3D Hand Pose Reconstruction Using Specialized Mappings. ICCV, pages 378-385, 2001. 2
20. J. Shotton, A. Fitzgibbon, M. Cook, T. Sharp, M. Finocchio, R. Moore, A. Kipman, and A. Blake. Real-Time Human Pose Recognition in Parts from Single Depth Images. In CVPR. IEEE, 2011. 2
21. B. Stenger, P. Mendonça, and R. Cipolla. Model-based 3D Tracking of an Articulated Hand. In CVPR, pages II-310- II-315. IEEE, 2001. 2
22. E. B. Sudderth, M. I. Mandel, W. T. Freeman, and A. S. Willsky. Visual Hand Tracking Using Nonparametric Belief Propagation. In CVPR Workshop, pages 189-189, 2004. 2
23. Y. Wu and T. S. Huang. View-independent Recognition of Hand Postures. In CVPR, volume 2, pages 88-94. IEEE, 2000. 2
24. T. Yasuda, K. Ohkura, and Y. Matsumura. Extended PSO with Partial Randomization for Large Scale Multimodal Problems. In World Automation Congress, pages 1-6. IEEE, Apr. 2010. 5