Vision-based approaches towards person identification using gait

MH Khan, MS Farid, M Grzegorzek - Computer Science Review, 2021 - Elsevier
Visual surveillance has exponentially increased the growth of security devices and systems
in the digital era. Gait-based person identification is an emerging biometric modality for …

Improved gait recognition based on specialized deep convolutional neural network

M Alotaibi, A Mahmood - Computer Vision and Image Understanding, 2017 - Elsevier
Gait recognition is a biometric technique used in determining the identity of humans based
on the style and the manner of their walk. Its performance is often degraded by covariate …

Gait recognition without subject cooperation

K Bashir, T Xiang, S Gong - Pattern Recognition Letters, 2010 - Elsevier
The strength of gait, compared to other biometrics, is that it does not require cooperative
subjects. In previous work gait recognition approaches were evaluated using a gallery set …

Motion history image: its variants and applications

MAR Ahad, JK Tan, H Kim, S Ishikawa - Machine Vision and Applications, 2012 - Springer
The motion history image (MHI) approach is a view-based temporal template method which
is simple but robust in representing movements and is widely employed by various research …

Gait recognition using gait entropy image

K Bashir, T Xiang, S Gong - 2009 - IET
Gait as a behavioural biometric is concerned with how people walk. However, most existing
gait representations capture both motion and appearance information. They are thus …

Gait-based human age estimation

J Lu, YP Tan - IEEE Transactions on Information Forensics and …, 2010 - ieeexplore.ieee.org
We investigate in this paper the problem of estimating human ages from gait signatures. To
our knowledge, this problem has not been formally addressed in the literature. Estimating …

SpringerBriefs in Computer Science

S Zdonik, P Ning, S Shekhar, J Katz, X Wu, LC Jain… - 2012 - Springer
This is an introduction to multicast routing, which is the study of methods for routing from one
source to many destinations, or from many sources to many destinations. Multicast is …

Recognizing gaits on spatio-temporal feature domain

W Kusakunniran - IEEE Transactions on Information Forensics …, 2014 - ieeexplore.ieee.org
Gait has been known as an effective biometric feature to identify a person at a distance, eg,
in video surveillance applications. Many methods have been proposed for gait recognitions …

Attribute-based learning for gait recognition using spatio-temporal interest points

W Kusakunniran - Image and Vision Computing, 2014 - Elsevier
This paper proposes a new method to extract a gait feature from a raw gait video directly.
The Space–Time Interest Points (STIPs) are detected where there are significant movements …

Gender and age estimation from gait: A review

TU Islam, LK Awasthi, U Garg - … : Proceedings of ICICC 2020, Volume 2, 2021 - Springer
Gait—the way a person walks, is a behavioral biometric which can be used for human
identification purpose just like other biometrics—fingerprints, hand geometry, eyes, face, ear …