Self correcting tracking of moving objects in video

Image analysis – Applications – Target tracking or detecting

Reexamination Certificate

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C382S107000, C382S190000, C382S199000, C382S224000, C382S225000, C382S226000, C382S227000

Reexamination Certificate

active

07983448

ABSTRACT:
Apparatus, methods, systems and devices for identifying and tracking a human hand in a video. The steps for identifying the hand includes detecting parallel lines (bars), detecting curved fingertips (curves), grouping the detected parallel lines and curved fingertips according to a parallel line decision tree and a curved fingertip decision tree, respectively, and merging the parallel line group and the curved fingertip group to identify candidate hands.

REFERENCES:
patent: 6263089 (2001-07-01), Otsuka et al.
patent: 6597800 (2003-07-01), Murray et al.
patent: 7068842 (2006-06-01), Liang et al.
patent: 7200266 (2007-04-01), Ozer et al.
patent: 7280676 (2007-10-01), Miura et al.
patent: 7426301 (2008-09-01), Porikli
patent: 7565295 (2009-07-01), Hernandez-Rebollar
patent: 7567203 (2009-07-01), Dizaji et al.
patent: 2002/0165839 (2002-11-01), Taylor et al.
patent: 2004/0120581 (2004-06-01), Ozer et al.
patent: 2005/0271279 (2005-12-01), Fujimura et al.
patent: 2008/0031491 (2008-02-01), Ma et al.
Pavlovic, et al. “Visual Interpretation of Hand Gestures for Human-Computer Interaction: A Review.” Pattern Analysis and Machine Intelligence, IEEE Transactions on . 19.7 (1997): 677-695. Print.
Stenger, (2004). Model-based hand tracking using a hierarchical Bayesian filter. Informally published manuscript, St. John's College, University of Cambridge, Cambridge, UK.
Quinlan. “Learning Decision Tree Classifiers.” ACM Computing Surveys. 28.1 (1996): 71-72. Print.
Cagier, et al. “Self Correcting Tracking for Articulated Objects.” Automatic Face and Gesture Recognition, 2006. FGR 2006. 7th International Conference on . (2006): 609-616 . Print.
Amer, Aishy. “Voting-Based Simultaneous Tracking of Multiple Video Objects.” IEEE Transactions on Circuits and Systems for Video Technology. 15.11 (2005): 1448-1462. Print. Geman, et al. “Joint Induction of Shape Features and Tree Classifiers.” IEEE Trans. PAMI. 19. (1997): 2-18. Print.
Rhee, et al. “Human Hand Modeling from Surface Anatomy.” Proceedings of the 2006 symposium on Interactive 3D graphics and games. (27-34): 2006. Print.
Lin, et al. “Hand Tracking using Spatial Gesture Modeling and Visual Feedback for A Virtual DJ System.” Proceedings of the Fourth IEEE Int. Conf on Multimodal Interfaces (ICMI'02). (2002): 197-202. Print.
Armstrong, et al. “Robust Object Tracking.” Asian Conference on Computer Vision. 1. (1995): 58-61. Print.
Zhong, et al. “Video Object Model and Segmentation for Content-Based Video Indexing.” Circuits and Systems, 1997. ISCAS '97., Proceedings of 1997 IEEE International Symposium on . 2. (1997): 1492-1495. Print.
Collins et al. (2003). On-Line Selection of Discriminative Tracking Features. Carnegie Mellon University, Pittsburgh, PA.
Edward Lin, et al. “Hand Tracking Using Spatial Gesture Modeling and Visual Feedback for a Virtual DJ System” Proceedings of the Fourth IEEE International Conf. on Multimodal Interfaces (ICMI'02) 2002, 6 pages.
Justin Garcia, et al. “Automatic Detection of Heads in Colored Images” Proceedings of the Second Canadian Conf. on Computer and Robot Vision (CRV'05) IEEE, 6 pages, (2005).
Romer Rosales, et al. “3D Hand Pose Reconstruction Using Specialized Mappings” IEEE International Conf. on Computer Vision (ICCV), Canada, Jul. 2001, 8 pages.
Quan Yuan, “Automatic 2D Hand Tracking in Video Sequences” Seventh IEEE Workshops on Application of Computer Vision (WACV/MOTION'05)—vol. 1, 2005, pp. 250-256.
Lars Bretzner, et al., “Hand Gesture Recognition using Multi-Scale Colour Features, Hierarchical Models and Particle Filtering” Proceedings, Fifth IEEE International Conference, 2002, 7 pages, Washington, D.C.
Mathias Kolsch, et al. “Robust Hand Detection” In Proc. IEEE Intl. Conference on Automatic Face and Gesture Recognition, May 2004. 6 pages.
Dorin Comaniciu, et al., “Mean Shift: A Robust Approach Toward Feature Space Analysis” IEEE Transactions On Pattern Analysis and Machine Intelligence, vol. 24, No. 5, May 2002, pp. 603-619.
Vladimir I. Pavlovic, et al. “Visual Interpretation of Hand Gestures for Human-Computer Interaction: A Review” IEEE Transactions on Pattern Analysis and Machine Intelligence, (1997) vol. 19, No. 7, 34 pages.
James M. Rehg, et al., “Visual Tracking of High DOF Articulated Structures: an Application to Human Hand Tracking” Proceedings of the 3rd European Conference on Computer Vision (ECCV '94), vol. II, May 1994, pp. 35-46.
B. Stenger, et al. “Hand Pose Estimation Using Hierarchical Detection” Lecture Notes in Computer Science, Publisher: Springer Berlin/Heidelberg, ISSN 0302-9743, vol. 3058/2004, Book: Computer Vision In Human-Computer Interaction, May 12, 2004, 11 pages.
B. Stenger, et al. “Model-Based Hand Tracking Using a Hierarchical Bayesian Filter” Paper submitted to St. John's College, Mar. 2004 University of Cambridge, This paper appears in: Pattern Analysis and Machine Intelligence, IEEE Transactions on Sep. 2006, vol. 28, Issue: 9 on pp. 1372-1384, 14 pages.
C. Tomasi et al. “Detection and tracking of point features” Technical Report CMU-CS-91-132, Carnegie Melon University, Apr. 1991.
Ying Wu, et al., “View-independent Recognition of Hand Postures” In Proc. Intl. Conf. Computer Vision and Pattern Recognition, (2000) pp. 2088-2094.
T. Zhao, et al. “Stochastic Human Segmentation from a Static Camera” In Proc. IEEE work. Motion and Video Computing, pp. 9-14, 2002.

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