Shape variation-based frieze pattern for robust gait recognition

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

Volumn , Issue , 2007, Pages

  Lee, Seungkyu ^a   Liu, Yanxi ^a   Collins, Robert ^a  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL METHODS; MOTION ESTIMATION; PATTERN RECOGNITION;

MOTION VARIATION; SHAPE VARIATION-BASED FRIEZE PATTERN;

GAIT ANALYSIS;

EID: 34948837876     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2007.383138     Document Type: Conference Paper

References (18)

1. L. Lee and W. Grimson, "Gait Analysis for Recognition and Classification," Proc. Int'l Conf. Automatic Face and Gesture Recognition, pp. 155-162, 2002.
2. L. Lee, G. Dalley, and K. Tieu, "Learning Pedestrian Models for Silhouette Refinement," Proc. Int'l Conf. Computer Vision, 2003.
3. C. BenAbdelkader, R. Cutler, and L. Davis, "Motion-Based Recognition of People in Eigengait Space," Proc. Int'l Conf. Automatic Face and Gesture Recognition, pp. 267-272, 2002.
4. A. Kale, N. Cuntoor, and R. Chellappa, "A Framework for Activity Specific Human Identification," Proc. Int'l Conf. Acoustics, Speech, and Signal Processing, 2002.
5. A. Sunderesan, A.K.R. Chowdhury, and R. Chellappa, "A Hidden Markov Model Based Framework for Recognition of Humans from Gait Sequences," Proc. IEEE Int'l Conf. Image Processing, 2003.
6. A. Kale, A. Sundaresan, A.N. Rajagopalan, N.P. Cuntoor, A.K.Roy-Chowdhury, V. Kru" ger, and R. Chellappa, "Identification of Humans Using Gait," IEEE Trans. Image processing, vol. 13, NO. 9, Sep. 2004
7. 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, vol. 27, no. 2, pp. 162-177, Feb. 2005.
8. A. Veeraraghavan, A. R. Chowdhury, and R. Chellappa, "Role of shape and kinematics in human movement analysis," in Proc. IEEE Conf. Computer Vision Pattern Recognition, Washington DC, Jun. 2004.
9. G.V. Veres, L. Gordon, J.N. Carter, M.S. Nixon, "What Image Information Is Important in Silhouette-Based Gait Recognition?", 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'04) - Volume 2 pp. 776-782
10. J. Han and B. Bhanu, "Statistical Feature Fusion for Gait-Based Human Recognition," Proc. IEEE Conf. Computer Vision and Pattern Recognition, vol. 2, pp. 842-847, June 2004.
11. Zongyi Liu, Sudeep Sarkar, "Improved Gait Recognition by Gait Dynamics Normalization" , IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, no. 6, pp. 863-876, June 2006.
12. R. Gross and J. Shi, "The CMU Motion of Body (MoBo) Database,"Technical Report CMU-RI-TR-01-18, Robotics Inst., Carnegie Mellon Univ., June 2001.
13. J. D. Shutler, M. G. Grant, M. S. Nixon, and J. N. Carter "On a Large Sequence-Based Human Gait Database", Proc. 4th International Conference on Recent Advances in Soft Computing, Nottingham (UK), pp 66-71, 2002
14. R.Collins, R.Gross and J.Shi, "Silhouette-based Human Identification from Body Shape and Gait," Intl' Conference on Face and Gesture, October 2002, pp.351-356.
15. Y.Liu, R.Collins and Y.Tsin, "Gait Sequence Analysis using Frieze Patterns," European Conference on Computer Vision, Copenhagen, May 2002, pp.657-671. Also, Technical Report CMU-RI-TR-01-38, Robotics Institute, Carnegie Mellon University, December, 2001.
16. Y. Liu, R. Collins, and Y. Tsin, "A Computational Model for Periodic Pattern Perception Based on Frieze and Wallpaper Groups", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 26, No. 3, March, 2004, pp. 354-371
17. Chiraz BenAbdelkader, Ross G. Cutler, and Larry S. Davis, "Gait Recognition Using Image Self-Similarity", EURASIP Journal on Applied Signal Processing, Volume 2004 (2004), Issue 4, Pages 572-585
18. R. G. Cutler and L. S. Davis, "Robust real-time periodic motion detection, analysis and applications," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 22, no. 8, pp. 781-796, 2000.