Human Identification by Gait Using Time Delay Neural Networks

  title={Human Identification by Gait Using Time Delay Neural Networks},
  author={Eman Fares Al Mashagba},
  journal={Computer and Information Science},
This paper proposed human identification method by gait. Human gait is a type of biometric features and related to the physiological and behavioral features of a human. In this paper, a feature vector of gait motion parameters is extracted from each frame using image segmentation methods, and categorized into different categories. Two of these categories were used to form the gait motion trajectories; Category one: Gait angle velocity: angle velocity hip, angle velocity knee, angle velocity… CONTINUE READING
1 Citations
15 References
Similar Papers


Publications citing this paper.


Publications referenced by this paper.
Showing 1-10 of 15 references

Performance Study of TDNN Training Algorithm for Speech Recognition

  • I. Shaharin, K. U. Prodhan, M. Rahman
  • International Journal of Advanced Research in…
  • 2014
Highly Influential
15 Excerpts

Simple and Efficient Marker-Based Approach in Human Gait Analysis Using Gaussian Mixture Model

  • F. E. Al Mashagba, F. F. Al Mashagba, Nassar, M O., January
  • Australian Journal of Basic and Applied Sciences,
  • 2014
Highly Influential
6 Excerpts

Gait Analysis and Recognition Using Multi-Views

  • T. Connie, M GohO.K., B A.TeohJ.
  • Gait Database. International Journal of Digital…
  • 2011
Highly Influential
5 Excerpts

Gait Analysis and Recognition Using MultiViews Gait Database

  • T. Connie, O. K. M. Goh, A. TeohJ.B.
  • International Journal of Digital Information and…
  • 2011
Highly Influential
5 Excerpts

An Efficient Characterization of Gait for Human Identification

  • M. Ghosh, D. Bhattacharjee
  • I.J. Image, Graphics and Signal Processing,
  • 2014

Gender Classification Method Based on Gait Energy Motion Derived from Silhouette Through Wavelet Analysis of Human Gait Moving Pictures

  • K. Arai, A. R. Asmara
  • I.J. Information Technology and Computer Science,
  • 2014

Human Skeleton Model Based Dynamic Features for Walking Speed Invariant Gait Recognition

  • J. KovaI, P. Peer
  • Hindawi Publishing Corporation Mathematical…
  • 2014

Similar Papers

Loading similar papers…