Human motion patterns from single camera cues for medical applications

Proceedings - IEEE International Conference on Robotics and Automation

Volumn , Issue , 2010, Pages 5102-5107

  Ribnick, Evan ^a   Morellas, Vassilios ^a   Papanikolopoulos, Nikolaos ^a  

^a UNIVERSITY OF MINNESOTA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLINICAL PROCEDURE; COMPUTATIONAL TOOLS; HUMAN GAIT; HUMAN MOTIONS; MOTION MODELS; PERIODIC MOTION; PHYSICAL CONSTRAINTS; RECONSTRUCTION TECHNIQUES; SINGLE CAMERAS;

CAMERAS; MEDICAL APPLICATIONS;

ROBOTICS;

EID: 77955824115     PISSN: 10504729     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ROBOT.2010.5509192     Document Type: Conference Paper

References (28)

1. R. Polana and R. Nelson, Detection and Recognition of Periodic, Nonrigid Motion, Int'l. J. Comp. Vis., Vol. 23, No., 3, 1997.
2. F. Liu and R.W. Picard, Finding Periodicity in Space and Time, Proc. IEEE Conf. Comp. Vis. and Patt. Rec., 1998.
3. R. Cutler and L.S. Davis, Robust Real-Time Periodic Motion Detection, Analysis, and Applications, IEEE Trans. Patt. Anal. and Mach. Intel., Vol. 22, No. 8, 2000.
4. D. Ormoneit et al., Representing Cyclic Human Motion Using Functional Analysis, Img. and Vis. Comp., Vol. 23, 2005.
5. A. Briassouli and N. Ahuja, Extraction and Analysis of Multiple Periodic Motions in Video Sequences, IEEE Trans. Patt. Anal. and Mach. Intel., Vol. 29, No. 7, 2007.
6. P.-S. Tsai et al., Cyclic Motion Detection for Motion Based Recognition, Patt. Rec., Vol. 27, No. 12, 1994.
7. H. Fujiyoshi et al., Real-Time Human Motion Analysis by Image Skeletonization, IEICE Trans. Inf. and Sys., Vol. E87-D, No. 1, 2004.
8. S.M. Seitz and C.R. Dyer, View-Invariant Analysis of Cyclic Motion, Int'l. J. Comp. Vis., Vol. 25, 1997.
9. C.J. Cohen et al., Dynamical System Representation, Generation, and Recognition of Basic Oscillatory Motion Gestures, Proc. Int'l. Conf. Aut. Face and Gesture Rec., 1996.
10. J. Davis et al., Categorical Representation and Recognition of Oscillatory Motion Patterns, Proc. IEEE Conf. Comp. Vis. and Patt. Rec., Vol. 1, 2000.
11. E. Ribnick and N. Papanikolopoulos, Estimating 3D Trajectories of Periodic Motions from Stationary Monocular Views, Proc. European Conf. Comp. Vis., 2008.
12. E. Ribnick and N. Papanikolopoulos, View-Invariant Analysis of Periodic Motion, Proc. IEEE/RSJ Int'l. Conf. Intel. Robots and Sys., 2009.
13. Z. Zhang and N.F. Troje, 3D Periodic Human Motion Reconstruction from 2D Motion Sequences, Neural Computation, Vol. 19, 2007.
14. S. Belongie and J. Wills, Structure from Periodic Motion, Proc. Int'l. Wkshp. on Spatial Coherence for Visual Motion Anal., 2004.
15. T.B. Moeslund and E. Granum, A Survey of Computer Vision-Based Human Motion Capture, Comp. Vis. and Img. Und., Vol. 81, 2001.
16. T.B. Moeslund et al., A Survey of Advances in Vision-Based Human Motion Capture and Analysis, Comp. Vis. and Img. Und., Vol. 104, 2006.
17. J.K. Aggarwal and Q. Cai, Human Motion Analysis: A Review, Proc. IEEE Nonrigid and Articulated Motion Wkshp., 1997.
18. J.M. Wang et al., Gaussian Process Dynamical Models, in Advances in Neural Information Processing Systems 18, 2006.
19. L. Wang et al., Recent Developments in Human Motion Analysis, Patt. Rec., Vol. 36, 2003.
20. E. Shechtman and M. Irani, Matching Local Self-Similarities across Images and Videos, Proc. IEEE Conf. Comp. Vis. and Patt. Rec., 2007.
21. A. Elgammal and C.-S. Lee, Inferring 3D Body Pose from Silhouettes using Activity Manifold Learning, Proc. IEEE Conf. Comp. Vis. and Patt. Rec., Vol. 2, 2004.
22. M.P. Murray, Gait as a Total Pattern of Movement, American J. Physical Medicine, Vol. 46, No. 1, 1967.
23. H.M. Lakany et al., Human Walking: Tracking and Analysis, IEE Colloquium on Motion Anal. and Tracking, 1999.
24. H. Lee et al., Human Gait and Posture Analysis for Diagnosing Neurological Disorders, Proc. IEEE Int'l. Conf. Img. Proc., Vol. 2, 2000.
25. K.R. Kaufman et al., Gait Characteristics of Patients with Knee Osteoarthritis, J. Biomech., Vol. 34, No. 7, 2001.
26. J. Michalak et al., The Embodiment of Sadness and Depression - Gait Patterns Associated with Dysphoric Mood, Psychosomatic Medicine, Vol. 71, 2009.
27. N.F. Troje, Decomposing Biological Motion: A Framework for Analysis and Synthesis of Human Gait Patterns, J. Vis., Vol. 2, 2002.
28. R. Hartley and A. Zisserman, Multiple View Geometry in Computer Vision, Cambridge University Press, 2003.