The present situation and future development of research on new algorithms of gait recognition with multi-angles.
- Author:
Yibo LI
;
Kun LI
;
Xiaofei JI
- Publication Type:Journal Article
- MeSH:
Algorithms;
Biometry;
Gait;
Humans;
Image Interpretation, Computer-Assisted;
Walking
- From:
Journal of Biomedical Engineering
2014;31(1):205-209
- CountryChina
- Language:Chinese
-
Abstract:
Gait recognition is a new technology in biometric recognition and medical treatment which has advantages such as long-distance and non-invasiveness. Depending on the differences between different people's walking pos tures, we can recognize individuals by characteristics extracted from the images of walking movement. A complete gait recognition process usually includes gait sequence acquisition, gait detection, feature extracting and recognition. In this paper, the commonly used methods of these four processes are introduced, and feature extraction methods are classified from different multi-angle views. And then the new algorithm of multi-view emerged in recent years is highlighted. In addition, this paper summarizes the existing difficulties of gait recognition, and looks into the future development trends of it.
