M. Haghighat, M. Abdel-Mottaleb, and W. Alhalabi, Discriminant correlation analysis: Real-time feature level fusion for multimodal biometric recognition, IEEE Transactions on Information Forensics and Security, vol. 11, no. 9, pp. 1984-1996, 2016.
M. P. Murray, A. B. Drought, and R. C. Kory, Walking patterns of normal men, J. Bone Joint Surg. Am., vol. 46, pp. 335-360, 1964.
G. Johansson, Visual perception of biological motion and a model for its analysis, Perception & Psychophysics, vol. 14, no. 2, pp. 201-211, 1973.
Y. LeCun and Y. Bengio, Convolutional networks for images, speech, and time-series, in The Handbook of Brain Theory and Neural Networks, M. A. Arbib, ed. Cambridge, MA, UK: The MIT Press, 1995, pp. 276-278.
S. A. Niyogi and E. H. Adelson, Analyzing and recognizing walking figures in XYT, in Proc. IEEE Conf. Computer Vision & Pattern Recognition, Seattle, WA, USA, 1994, pp. 469-474.
H. J. Ailisto, M. Lindholm, J. Mantyjarvi, E. Vildjiounaite, and S. M. Makela, Identifying people from gait pattern with accelerometers, in Proc. Volume 5779, Biometric Technology for Human Identification II, Orlando, FL, USA, 2005, pp. 7-14.
F. Tafazzoli and R. Safabakhsh, Model-based human gait recognition using leg and arm movements, Engineering Applications of Artificial Intelligence, vol. 23, no. 8, pp. 1237-1246, 2010.
J. N. Mogan, C. P. Lee, and A. W. C. Tan, Gait recognition using temporal gradient patterns, in Proc. 5th Int. Conf. Information and Communication Technology, Melaka, Malaysia, 2017, pp. 1-4.
E. S. Bigün, J. Biüun, B. Duc, and S. Fischer, Expert conciliation for multi modal person authentication systems by Bayesian statistics, in Proc. of Int. Conf. Audio- and Video-Based Biometric Person Authentication, Crans-Montana, Switzerland, 1997, pp. 291-300.
A. K. Jain, S. Prabhakar, and S. Y. Chen, Combining multiple matchers for a high security fingerprint verification system, Pattern Recognition Letters, vol. 20, nos. 11-13, pp. 1371-1379, 1999.
A. K. Jain, S. Prabhakar, and L. Hong, A multichannel approach to fingerprint classification, IEEE Trans. Pattern Anal. Mach. Intell., vol. 21, no. 4, pp. 348-359, 1999.
A. Baig, A. Bouridane, F. Kurugollu, and G. Qu, Fingerprint-iris fusion based identification system using a single hamming distance matcher, in Proc. of 2009 Symp. Bio-Inspired Learning and Intelligent Systems for Security, Edinburgh, UK, 2009, pp. 9-12.
Y. Li, D. Ming, L. Wang, H. Z. Qi, and B. K. Wan, Gait and face profile fusion based human identification at a distance in video, (in Chinese), Chinese Journal of Scientific Instrument, vol. 32, no. 2, pp. 264-270, 2011.
A. I. Bazin and M. S. Nixon, Probabilistic combination of static and dynamic gait features for verification, in Proc. Volume 5779, Biometric Technology for Human Identification II, Orlando, FL, USA, 2005, pp. 23-30.
D. K. Wagg and M. S. Nixon, Automated markerless extraction of walking people using deformable contour models, Computer Animation and Virtual Worlds, vol. 15, nos. 3&4, pp. 399-406, 2004.
J. Mantyjarvi, M. Lindholm, E. Vildjiounaite, S. M. Makela, and H. A. Ailisto, Identifying users of portable devices from gait pattern with accelerometers, in Proc. of IEEE Int. Conf. Acoustics, Speech, and Signal Processing, Philadelphia, PA, USA, 2005, pp. ii/973-ii/976.
L. Bruton and P. Ramamoorthy, Maximally flat low-pass transfer function synthesis using continuous and discrete filters, IEEE Transactions on Circuits & Systems, vol. 23, no. 8, pp. 510-513, 1976.
N. Stojanović, I. Krstić, N. Stamenković, and G. Perenić, Butterworth transfer function with the equalised group delay response in the maximally flat sense, Electronics Letters, vol. 54, no. 25, pp. 1436-1438, 2018.
N. Eagle, A. Pentland, and D. Lazer, Inferring friendship network structure by using mobile phone data, Proceedings of the National Academy of Sciences of the United States of America, vol. 106, no. 36, pp. 15274-15278, 2009.
J. R. Kwapisz, G. M. Weiss, and S. A. Moore, Activity recognition using cell phone accelerometers, ACM SIGKDD Explorations Newsletter, vol. 12, no. 2, pp. 74-82, 2011.
J. Cohen, A coefficient of agreement for nominal scales, Educational and Psychological Measurement, vol. 20, no. 1, pp. 37-46, 1960.
L. L. Liu, Y. L. Yin, W. Qin, and Y. Li, Gait recognition based on outermost contour, International Journal of Computational Intelligence Systems, vol. 4, no. 5, pp. 1090-1099, 2011.
R. Hecht-Nielsen, Theory of the backpropagation neural network, in Neural Networks for Perception. San Diego, CA, USA: Academic Press, 1992, pp. 65-93.
Z. F. Wu, Y. Z. Huang, L. Wang, X. G. Wang, and T. N. Tan, A comprehensive study on cross-view gait based human identification with deep CNNs, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 39, no. 2, pp. 209-226, 2017.
P. Ebert, An extension of rate-distortion theory to confusion matrices, IEEE Transactions on Information Theory, vol. 14, no. 1, pp. 6-11, 1968.
D. Simon and D. L. Simon, Analytic confusion matrix bounds for fault detection and isolation using a sum-of-squared-residuals approach, IEEE Transactions on Reliability, vol. 59, no. 2, pp. 287-296, 2010.