Recognition of walking humans in 3D: Initial results

2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009

Volumn , Issue , 2009, Pages 45-52

  Yamauchi, Koichiro ^a,b   Bhanu, Bir ^a   Saito, Hideo ^b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b KEIO UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; GAIT ANALYSIS; KINEMATICS; VIDEO CAMERAS;

3-D KINEMATICS; GAIT DATABASE; GAIT SEQUENCES; HIGH-ACCURACY; INDIVIDUAL RECOGNITION; MODELING AND RECOGNITION; SIMILARITY MEASURE; STATIC GAIT FEATURES;

3D MODELING;

EID: 70449567062     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2009.5204296     Document Type: Conference Paper

References (22)

1. Z. Liu and S. Sarkar. Improved gait recognition by gait dynamics normalization. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(6):863-876, 2006.
2. M. Goffredo, R. D. Seely, J. N. Carter, and M. S. Nixon. Markerless view independent gait analysis with self-camera calibration. In Proceedings of International Conference on Automatic Face and Gesture Recognition, 2008.
3. G. Zhao, G. Liu, H. Li, and M. Pietikäinen. 3D gait recognition using multiple cameras. In Proceedings of International Conference on Automatic Face and Gesture Recognition, 529-534, 2006. (Pubitemid 44711403)
4. X. Huang and N. V. Boulgouris. Human gait recognition based on multiview gait sequences. EURASIP Journal on Advances in Signal Processing, 2008:1-8, 2008.
5. R. D. Seely, S. Samangooei, L. Middleton, J. N. Carter, and M. S. Nixon. The university of Southampton multi-biometric tunnel and introducing a novel 3D gait dataset. In Proceedings of International Conference on Biometrics: Theory, Applications and Systems, 1-6, 2008.
6. K. M. Cheung, S. Baker, and T. Kanade. Shape-from-silhouette across time part II: applications to human modeling and markerless motion tracking. International Journal of Computer Vision, 63(3):225-245, 2005.
7. F. Caillette, A. Galata, and T. Howard. Real-time 3-D human body tracking using learnt models of behavior. Computer Vision and Image Understanding, 109(2): 112-125, 2008.
8. K. M. Cheung, S. Baker, and T. Kanade. Shape-from-silhouette across time part I: theory and algorithms. International Journal of Computer Vision, 63(3):221-247, 2005. (Pubitemid 40356776)
9. I. A. Kakadiaris, G. Passalis, G. Toderici, M. N. Murtuza, Y. Lu, N. Karampatziakis, and T. Theoharis. Three-dimensional face recognition in the presence of facial expressions: an annotated deformable model approach. IEEE Trans. Pattern Analysis and Machine Intelligence, 29(4):640-649, 2007.
10. S. Malassiotis, N. Aifanti, and M. G. Strintzis. Personal authentication using 3-D finger geometry. IEEE Transactions on Information Forensics and Security, 1 (1): 12-21, 2006.
11. P. Yan and K. W. Bowyer. Biometric recognition using 3D ear shape. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29(8): 1297-1308, 2007. (Pubitemid 47040431)
12. B. Bhanu and H. Chen. Human ear recognition by computer. Springer-Verlag, New York, 2008.
13. F. Tsalakanidou, S. Malassiotis, and M. G. Strintzis. A 3D face and hand biometric system, for robust user-friendly authentication. Pattern Recognition Letters, 28(16):2238-2249, 2007.
14. T. Theoharis, G. Passalis, G. Toderici, and I. A. Kakadiaris. Unified 3D face and ear recognition using wavelets on geometry images. Pattern Recognition, 41(3):796-804, 2008.
15. M. P. Murray, A. B. Drought, and R. C. Kory. Walking patterns of normal men. Journal of Bone and Joint Surgery, 46A(2):335-360, 1964.
16. R. Gross and J. Shi. The CMU motion of body (MoBo) database. Technical Report CMU-RI-TR-01-18, Robotics Institute, Carnegie Mellon University, 2001.
17. S. Sarkar, P. J. Phillips, Z. Liu, I. R. Vega, P. Grother, and K. W. Bowyer. The humanID gait challenge problem: data sets, performance, and analysis. IEEE Trans. Pattern Analysis and Machine Intelligence, 27(2): 162-177, 2005.
18. M. Vondrak, L. Signal, and O. C. Jenkins. Physical simulation for probabilistic motion tracking. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008.
19. H. Yu, S. Qin, D. K. Wight, and J. Kang. Generation of 3D human models with different levels of detail through point-based simplification. In Proceedings of International Conference on "Computer as a Tool", 1982-1986, 2007.
20. N. Werghi. Segmentation and modeling of full human body shape from 3-D scan data: a survey. IEEE Transactions on Systems, Man, and Cybernetics, Part C, 37(6): 1122-1136, 2007.
21. I. T. Jolliffe. Principal Component Analysis - 2nd Edition. Springer-Verlag, New York, 2002.
22. K. Yamauchi and Y. Sato. 3D human body measurement by multiple range images. In Proceedings of International Conference on Pattern Recognition, 4:833-836, 2006. (Pubitemid 46553549)