Gait recognition using a view transformation model in the frequency domain

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3953 LNCS, Issue , 2006, Pages 151-163

  Makihara, Yasushi ^a   Sagawa, Ryusuke ^a   Mukaigawa, Ynsuhiro ^a   Echigo, Tornio ^a   Yagi, Yasushi ^a  

^a OSAKA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CAMERAS; FACE RECOGNITION; FEATURE EXTRACTION; FOURIER TRANSFORMS; FREQUENCY DOMAIN ANALYSIS; MATHEMATICAL MODELS;

FOURIER ANALYSIS; GAIT RECOGNITION SYSTEM; SPATIO-TEMPORAL SILHOUETTE; TRANSFORMATION MODEL;

GAIT ANALYSIS;

EID: 33745829087     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11744078_12     Document Type: Conference Paper

References (24)

1. Cunado, D., Nixon, M.S., and Carter, J.N.: Automatic Extraction and Description of Human Gait Models for Recognition Purposes, Computer Vision and Image Understanding, Vol. 90, No. 1, (2003) 1-41
2. Yam, C., Nixon, M.S., and Carter, J.N.: Automated Person Recognition by Walking and Running via Model-based Approaches, Pattern Recognition, Vol. 37, No. 5, (2004) 1057-1072
3. Bobick, A.F. and Johnson, A.Y.: Gait Recognition using Static Activity-specific Parameters, Proc, of Computer Vision and Pattern Recognition, Vol. 1, (2001) 423-430
4. Wagg, D.K. and Nixon, M.S: On Automated Model-Based Extraction and Analysis of Gait, Proc. of the 6th IEEE Int. Conf. on Automatic Face and Gesture Recognition, (2004) 11-16
5. Urtasun, R. and Fua, P.: 3D Tracking for Gait Characterization and Recognition, Proc. of the 6th IEEE Int. Conf. on Automatic Face and Gesture Recognition, (2004) 17-22
6. Sarkar, S., Phillips, J.P., Liu, Z., Vega, I.R., Grother, P., and Bowyer, K.W.: The HumanID Gait Challenge Problem: Data Sets, Performance, and Analysis, Trans. of Pattern Analysis and Machine Intelligence, Vol. 27, No, 2, (2005) 162-177
7. Murase, H. and Sakai, R.: Moving Object Recognition in Eigenspace Representation: Gait Analysis and Lip Reading, Pattern Recognition Letters, Vol. 17, (1996) 155-162
8. Ohara, Y., Sagawa, R., Echigo, T., and Yagi., Y.: Gait volume: Spatio-temporal analysis of walking, Proc. of the 5th Workshop on Omnidirectional Vision, Camera Networks and Non-classical cameras, (2004) 79-90
9. Niyogi, S and Adelson, E.: Analyzing and recognizing walking figures in xyt, Proc. of IEEE Conf. on Computer Vision and Pattern Recognition, (1994) 469-474
10. Liu, Z and Sarkar, S.: Simplest Representation Yet for Gait Recognition: Averaged Silhouette, Proc. of the 17th Int. Conf. on Pattern Recognition, Vol. 1, (2004) 211-214
11. BenAbdelkader, C., Culter, R., Nanda, H., and Davis, L.: Eigengait: Motion-based recognition people using image self-similarity, Proc. of Int. Conf. on Audio and Video-based Person Authentication, (2001) 284-294
12. Cuntoor, N, Kale, A, and Chellappa, R.: Combining Multiple Evidences for Gait Recognition, Proc. of IEEE Int. Conf. Acoustics, Speech, and Signal Processing, Vol. 3, (2003) 33-36
13. Liu, Y., Collins, R.T., and Tsin, Y.: Gait sequence analysis using frieze patterns, Proc. of the 7th European Conf. on Computer Vision, Vol. 2, (2002) 657-671
14. Kobayashi, T. arid Otsu, N.: Action and Simultaneous Multiple-Person Identification Using Cubic Higher-Order Local Auto-Correlation, Proc. of the 17th Int. Conf. on Pattern Recognition, Vol. 3, (2004) 741-744
15. Mowbray, S.D and Nixon, M.S.: Automatic Gait Recognition via Fourier Descriptors of Deformable Objects, Proc. of IEEE Conf. on Advanced Video and Signal Based Surveillance, (2003) 566-573
16. Zhao, G., Chen, R., Liu, G., and Li, H.: Amplitude Spectrum-based Gait Recognition, Proc. of the 6th IEEE Int. Conf. on Automatic Face and Gesture Recognition, (2004) 23-30
17. BenAbdelkader, C.: Gait as a Biometric For Person Identification in Video, Ph.D. thesis in Maryland Univ., (2002)
18. Yu, S., Tan, D., and Tan, T.: Modelling the Effect of View Angle Variation on Appearance-Based Gait Recognition, Proc. of the 7th Asian Conf. on Computer Vision, (2006), 807-816
19. Shakhnarovich, G., Lee, L, and Darrell, T.: Integrated Face and Gait Recognition from Multiple Views, Proc. of IEEE Conf. on Computer Vision and Pattern Recognition, Vol. 1, (2001) 439-446
20. Lee, L.: Gait Analysis for Classification, Ph.D. thesis in Massachusetts Institute of Technology, (2002)
21. Kale, A., Chowdhury, K.R., and Chellappa, R.: Towards a View Invariant Gait Recognition Algorithm, Proc. of IEEE Conf. on Advanced Video and Signal Based Surveillance, (2003) 143-150
22. Mukaigawa, Y., Nakamura, Y, and Ohta, Y.: Face Synthesis with Arbitrary Pose and Expression from Several Images - An integration of Image-based and Model-based Approach - Proc. of the 3rd Asian Conf. on Computer Vision, Vol. 1, (1998), 680-687.
23. Utsumi, A., Tetsutani, N.: Adaptation of appearance model for human tracking using geometrical pixel value distributions, Proc. of the 6th Asian Conf. on Computer Vision, (2004)
24. Phillips, P.J., Moon, H., Rizvi, S, and Rauss, P: The FERET Evaluation Methodology for Face-Recognition Algorithms, Trans. of Pattern Analysis and Machine Intelligence, Vol. 22, No. 10, (2000), 1090-1104