Markerless and efficient 26-DOF hand pose recovery

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6494 LNCS, Issue PART 3, 2011, Pages 744-757

  Oikonomidis, Iasonas ^a   Kyriazis, Nikolaos ^a   Argyros, Antonis A ^a  

^a UNIVERSITY OF CRETE   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

3D POSITIONS; CAMERA VIEW; EDGE MAP; GEOMETRIC PRIMITIVES; HAND MODEL; HAND POSE; HUMAN HANDS; IMAGE FEATURES; MARKERLESS; NOVEL METHODS; OBJECTIVE FUNCTIONS; OPTIMIZATION PROCESS; ORDERS OF MAGNITUDE; POSE RECOVERY; STATE OF THE ART;

COMPUTER VISION; END EFFECTORS; FEATURE EXTRACTION; FUNCTION EVALUATION; PARTICLE SWARM OPTIMIZATION (PSO); RECOVERY;

THREE DIMENSIONAL;

EID: 79952520914     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-19318-7_58     Document Type: Conference Paper

References (24)

1. Moeslund, T.B., Hilton, A., Krüger, V.: A survey of advances in vision-based human motion capture and analysis. CVIU 104, 90-126 (2006) (Pubitemid 44573873)
2. Wang, R.Y., Popovíc, J.: Real-time hand-tracking with a color glove. ACM Transactions on Graphics 28, 1 (2009)
3. Erol, A., Bebis, G., Nicolescu, M., Boyle, R.D., Twombly, X.: Vision-based hand pose estimation: A review. CVIU 108, 52-73 (2007) (Pubitemid 47333390)
4. Athitsos, V., Sclaroff, S.: Estimating 3d hand pose from a cluttered image. In: CVPR, vol. 2, p. 432 (2003)
5. Rosales, R., Athitsos, V., Sigal, L., Sclaroff, S.: 3d hand pose reconstruction using specialized mappings. In: ICCV, pp. 378-385 (2001)
6. Wu, Y., Huang, T.S.: View-independent recognition of hand postures. In: CVPR, pp. 88-94 (2000)
7. Romero, J., Kjellstrom, H., Kragic, D.: Monocular real-time 3D articulated hand pose estimation. In: IEEE-RAS Int'l Conf. on Humanoid Robots, pp. 87-92 (2009)
8. Rehg, J.M., Kanade, T.: Visual tracking of high dof articulated structures: An application to human hand tracking. In: Eklundh, J.-O. (ed.) ECCV 1994. LNCS, vol. 801, pp. 35-46. Springer, Heidelberg (1994)
9. Stenger, B., Mendonca, P., Cipolla, R.: Model-based 3D tracking of an articulated hand. In: CVPR, pp. II-310-II-315 (2001)
10. Sudderth, E., Mandel, M., Freeman, W., Willsky, A.: Visual hand tracking using nonparametric belief propagation. In: CVPR Workshop, pp. 189-189 (2004)
11. de la Gorce, M., Paragios, N., Fleet, D.: Model-based hand tracking with texture, shading and self-occlusions. In: CVPR, pp. 1-8 (2008)
12. John, V., Trucco, E., Ivekovic, S.: Markerless human articulated tracking using hierarchical particle swarm optimisation. Image and Vision Computing 28, 1530- 1547 (2010)
13. Canny, J.: A computational approach to edge detection. PAMI 8, 679-698 (1986)
14. Argyros, A., Lourakis, M.: Real-time tracking of multiple skin-colored objects with a possibly moving camera. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol. 3023, pp. 368-379. Springer, Heidelberg (2004)
15. Albrecht, I., Haber, J., Seidel, H.: Construction and animation of anatomically based human hand models. In: 2003 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, Eurographics Association, p. 109 (2003)
16. Turkowski, K.: Transformations of surface normal vectors. Technical report, Tech. Rep. 22, Apple Computer (July 1990)
17. Kennedy, J., Eberhart, R., Shi, Y.: Swarm intelligence. Morgan Kaufmann Publishers, San Francisco (2001)
18. Angeline, P.: Evolutionary optimization versus particle swarm optimization: Philosophy and performance differences. In: Porto, V.W., Waagen, D. (eds.) EP 1998. LNCS, vol. 1447, pp. 601-610. Springer, Heidelberg (1998) (Pubitemid 128118970)
19. White, B., Shaw, M.: Automatically tuning background subtraction parameters using particle swarm optimization. In: IEEE ICME, pp. 1826-1829 (2007)
20. Clerc, M., Kennedy, J.: The particle swarm - explosion, stability, and convergence in a multidimensional complex space. IEEE Transactions on Evolutionary Computation 6, 58-73 (2002) (Pubitemid 34404564)
21. Shaheen, M., Gall, J., Strzodka, R., Gool, L.V., Seidel, H.P.: A comparison of 3d model-based tracking approaches for human motion capture in uncontrolled environments. In: Workshop on Applications of Computer Vision, pp. 1-8 (2009)
22. Luo, Y., Duraiswami, R.: Canny edge detection on NVIDIA CUDA. In: CVPR 2008 Workshops, pp. 1-8 (2008)
23. Fischer, I., Gotsman, C.: Fast approximation of high-order Voronoi diagrams and distance transforms on the GPU. Journal of Graphics, GPU, & Game Tools 11, 39-60 (2006)
24. Pharr, M., Fernando, R.: Gpu gems 2: programming techniques for highperformance graphics and general-purpose computation (2005)