@inproceedings{117810ca45544a0c9e3cfe4d96283084,
title = "Gait recognition using temporal gradient patterns",
abstract = "In this paper, a Temporal Gradient Patterns (TGP) method is proposed for gait recognition. The method first computes the gradients of the silhouette in each image. Subsequently, the gradient of each pixel determines the bin number to which the pixel belongs to. The bin number of current and next frame jointly cast a vote to the corresponding index in the matrix of oriented gradients. The obtained matrix henceforth encodes the gradient pattern of each pixel in the gait cycle. The TGP method not only describes the spatial silhouette shapes but also implicitly captures the silhouette deformation in temporal axis. Experimental results show that the proposed approach attains a promising recognition rates.",
keywords = "Gait, Gait Recognition, Temporal Gradients Patterns",
author = "Mogan, {Jashila Nair} and Lee, {Chin Poo} and Tan, {Alan W.C.}",
note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 5th International Conference on Information and Communication Technology, ICoIC7 2017 ; Conference date: 17-05-2017 Through 19-05-2017",
year = "2017",
month = oct,
day = "18",
doi = "10.1109/ICoICT.2017.8074680",
language = "English",
series = "2017 5th International Conference on Information and Communication Technology, ICoIC7 2017",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2017 5th International Conference on Information and Communication Technology, ICoIC7 2017",
}