Human carrying status in visual surveillance

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

Volumn 2, Issue , 2006, Pages 1670-1677

  Tao, Dacheng ^a   Li, Xuelong ^a   Wu, Xindong ^b   Maybank, Stephen J ^a  

^a UNIVERSITY OF LONDON   (United Kingdom)

^b University of Vermont   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

GABOR FUNCTIONS; GENERAL TENSOR DISCRIMINANT ANALYSIS (GTDA); HUMAN IDENTIFICATION; VISUAL SURVEILLANCE;

FUNCTIONS; IDENTIFICATION (CONTROL SYSTEMS); IMAGE ANALYSIS; PROBLEM SOLVING; TENSORS;

GAIT ANALYSIS;

EID: 33845598611     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2006.138     Document Type: Conference Paper

References (33)

1. C. Ben - Abdelkader, R. Cutler, and L. Davis, "Person Identification using Automatic Height and Stride Estimation," ICPR, vol. 4, pp. 377-380, Quebec, 2002.
2. A. Bobick and A. Johnson, "Gait Recognition using Static Activity-specific Parameters," CVPR, vol. 1, pp. 423-430, Kauai, HI, 2001.
3. J. E. Boyd, "Synchronization of Oscillations for Machine Perception of Gaits," CVIU, vol. 96, no. 1, pp. 35-59, 2004.
4. S. Chopra, R. Hadsell, and Y. LeCun, "Learning a Similarity Metric Discriminatively, with Application to Face Verification," CVPR, vol. 1, pp. 539-546, 2005.
5. R. T. Collins, R. Bross, and J. Shi, "Silhouette - based Human Identification from Body Shape and Gait," FG, pp. 351-356, Washington DC, 2002.
6. D. Cunado, M. Nixon, and J. Carter, "Automatic Extraction and Description of Human Gait Models for Recognition Purposes," CVIU, vol. 90, no. 1, pp. 1-41, 2003.
7. R. Cutler and L. Davis, "Robust Periodic Motion and Motion Symmetry Detection," CVPR, pp. 615-622, 2000.
8. J. G. Daugman, "Two-Dimensional Spectral Analysis of Cortical Receptive Field Profile," Vision Research, vol. 20, pp. 847-856, 1980.
9. J. W. Davis and A. F. Bobick, "The Representation and Recognition of Human Movement using Temporal Templates," CVPR, pp. 928-934, 1997.
10. nd ed.). Academic Press, Boston 1990.
11. J. Han and B. Bhanu, "Statistical Feature Fusion for Gait-Based Human Recognition," CVPR, vol. 2, pp. 842-847, Washington, DC, 2004.
12. I. Haritaoglu, R. Cutler, D. Harwood, and L. Davis, "Backpack: Detection of People Carrying Objects using Silhouettes," CVIU, vol. 6, no. 3, pp. 2001.
13. G. Johansson, "Visual Perception of Biological Motion and a Model for its Analysis," Perception and Psychophysics, vol. 14, no. 2, pp. 201-211, 1973.
14. A. Kale, A. Sundaresan, A. N. Rajagopalan, N. P. Cuntoor, A. K. Roy-Chowdhury, V. Kruger, and R. Chellappa, "Identification of Humans using Gait," IEEE Trans. Image Processing, vol. 13, no. 9, pp. 1163-1173, 2004.
15. J. Kittler, R. Ghaderi, T. Wideatt, and J. Matas, "Face Verification via Error Correcting Output Codes," IVC, vol. 21(13-14), pp. 1163-1169, 2003.
16. L. D. Lathauwer, Signal Processing Based on Multilinear Algebra, Ph.D. Thesis, Katholike Universiteit Leuven, 1997.
17. L. Lee, G. Dalley, and K. Tieu, "Learning Pedestrian Models for Silhouette Refinement," ICCV, vol. 1, pp. 663-670, Nice, France, 2003.
18. L. Lee and W. E. L. Grimson, "Gait Analysis for Recognition and Classification," FG, pp. 155-162, 2002.
19. J. J. Little and J. E. Boyd, "Recognizing People by Their Gait: the Shape of Motion," Videre, vol. 1, no. 2, pp. 1-32, 1998.
20. C. Liu, "Gabor-based Kernel PCA with Fractional Power Polynomial Models for Face Recognition," TPAMI, vol. 26, no. 5, pp. 572-581, 2004.
21. F. Liu and R. W. Picard, "Finding Periodicity in Space and Time," ICCV, pp. 376-383, Bombay, India, 1998.
22. S. Marcelja, "Mathematical Description of the Responses of Simple Cortical Cells," Journal of the Optical Society of America, vol. 70, no. 11, pp. 1297-1300, 1980.
23. M. Murray, A. Drought, and R. Kory, "Walking Pattern of Normal Men," Journal of Bone and Joint Surgery, vol. 46-A, no. 2, pp. 335-360, 1964.
24. S. Sarkar, P. Phillips, Z. Liu, I. Vega, P. Grother, and K. Bowyer, "The HumanID Gait Challenge Problem: Data Sets, Performance, and Analysis," TPAMI, vol. 27, no. 2, pp. 162-177, 2005.
25. R. Tanawongsuwan and A. Bobick, "Gait Recognition from Time-normalized Joint-angle Trajectories in the Walking Plane," CVPR, vol. 2, pp. 726-731, 2001.
26. D. Tao, X. Li, W. Hu, S. J. Maybank, and X. Wu, "Supervised Tensor Learning," Proc. IEEE Int'l Conf. on Data Mining, pp. 450-457, November 2005.
27. D. Tao, X. Li, X. Wu, and S. J. Maybank, "Tensor Rank One Discriminant Analysis," Submitted, 2005.
28. J. Tenenbaum and W. Freeman, "Separating Style and Content," NIPS, vol. 10, pp. 662-668, 1997.
29. N. Troje, "Decomposing Biological Motion: A Framework for Analysis and Synthesis of Human Gait Patterns," Journal of Vision, vol. 2, no. 5, pp. 371-387, 2002.
30. M. A. O. Vasilescu, D. Terzopoulos, "Multilinear Subspace Analysis for Image Ensembles," CVPR, vol.2, pp. 93-99, Madison, WI, 2003.
31. G. Veres, L. Gordon, J. Carter, and M. Nixon, "What Image Information is Important in Silhouette-based Gait Recognition?," CVPR, vol. 2, pp. 776-782, 2004.
32. L. Wang, T. Tan, H. Ning, and W. Hu, "Silhouette Analysis-Based Gait Recognition for Human Identification," TPAMI, pp. 1505-1518, December 2003.
33. J. Ye, R. Janardan, and Q. Li, "Two-Dimensional Linear Discriminant Analysis," NIPS, pp. 1,569-1,576, 2005.