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Updated on 10/10/2007 3:34 PM
Publications describing the Gait
Sarkar and Z. Liu, Recognition
From Gait, Book Chapter, to appear, 2007.
- S. Sarkar, P. Jonathon Phillips, Z. Liu, I. Robledo, P. Grother, K. W. Bowyer, The
Human ID Gait Challenge Problem:
Data Sets, Performance, and Analysis, IEEE Transactions
on Pattern Analysis and Machine Intelligence, vol. 27, no. 2, pp. 162 177,
J. Phillips, S. Sarkar, I.
Robledo, P. Grother,
and K. W. Bowyer, The
Gait Identification Challenge Problem: Data Sets and Baseline Algorithm,
International Conference on Pattern Recognition, pp. 385388, Aug
J. Phillips, S. Sarkar, I. Robledo, P. Grother, and K. W. Bowyer, Baseline Results for the Challenge Problem of Human ID
Using Gait Analysis, 5th International Conference on Automatic
Face and Gesture Recognition, May 2002.
Additional publication needed to
understand the Gait Challenge experimental framework
P. J. Phillips, H. Moon, S.
Rizvi, and P. Rauss,
The FERET evaluation methodology for face-recognition algorithms, IEEE
Transactions on Pattern Analysis and Machine Intelligence, 22(10):
Published papers reporting
results on the Gait Challenge Problem
(If you have papers on this
problem, please let us
- D. Xu, S. Yan, D. Tao, S. Lin
and H. Zhang, Marginal Fisher Analysis and Its Variants for Human Gait
Recognition and Content Based Image Retrieval, IEEE Trans. on Image
Processing (T-IP), Accepted (To appear). http://www.ntu.edu.sg/home/dongxu/TIP-MFASingle.pdf.
- D. Xu, S. Yan, D. Tao, L.
Zhang, X. Li and H. Zhang, "Human Gait Recognition with Matrix
Representation," IEEE Trans. on Circuits Systems for Video Technology
(T-CSVT), pp. 896-903, Jul. 2006.
- Z. Liu and S. Sarkar. Improved Gait Recognition by Gait
Dynamics Normalization. IEEE Transactions on Pattern Analysis and Machine
Intelligence, 28(6):863876, 2006
Boulgouris, D. Hatzinakos,
and K.N. Plataniotis. Gait recognition: a
challenging signal processing technology for biometric identification.
IEEE Signal Processing Magazine, 22(6):7890, Nov. 2005.
Collins, R. Gross, and J. Shi. Silhouette-based human identification from
body shape and gait. In Proc. of International Conference on Automatic
Face and Gesture Recognition, pages 366371, 2002.
- Amit Kale, Aravind Sundaresan, A. N. Rajagopalan,
Naresh P. Cuntoor, Amit K. Roy-Chowdhury,
Volker Krger, and Rama
Chellappa. Identification of humans using gait.
IEEE Transactions on Image Processing, 13(9):11631173, Sept. 2004.
Liu and S. Sarkar. Effect of silhouette quality on hard problems in gait
recognition. IEEE Transactions on Systems, Man, and Cybernetics (PartB), 35(2):170183, April 2005.
Liu and S. Sarkar. Outdoor recognition at a distance by fusing gait and
face. Image and Vision Computing, Oct. 2006. In press.
- J. Han and B. Bhanu. Statistical
feature fusion for gait-based human recognition. In Proc. of IEEE
Conference on Computer Vision and Pattern Recognition, volume II, pages
842847, June 2004.
- I. Robledo
and S. Sarkar, Experiments
on Gait Analysis by Exploiting Nonstationarity
in the Distribution of Feature Relationships, International
Conference on Pattern Recognition, vol. 1, pp. 14, Aug. 2002.
- I. Robledo and S. Sarkar,
of the Evolution of Feature Relationship Statistics: Human Gait-Based
Recognition, IEEE Transactions on Pattern Analysis and Machine
Intelligence, vol. 25, no. 10, Oct 2003.