Robust gait recognition: a comprehensive survey

I Rida, N Almaadeed, S Almaadeed - IET Biometrics, 2019 - Wiley Online Library
Gait recognition has emerged as an attractive biometric technology for the identification of
people by analysing the way they walk. However, one of the main challenges of the …

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 …

Human gait recognition based on frame-by-frame gait energy images and convolutional long short-term memory

X Wang, WQ Yan - International journal of neural systems, 2020 - World Scientific
Human gait recognition is one of the most promising biometric technologies, especially for
unobtrusive video surveillance and human identification from a distance. Aiming at …

Active energy image plus 2DLPP for gait recognition

E Zhang, Y Zhao, W Xiong - Signal Processing, 2010 - Elsevier
This paper proposes a novel active energy image (AEI) method for gait recognition. Existing
human gait feature representation methods, however, usually suffer from low quality of …

Person re-identification by unsupervised video matching

X Ma, X Zhu, S Gong, X Xie, J Hu, KM Lam, Y Zhong - Pattern Recognition, 2017 - Elsevier
Most existing person re-identification (ReID) methods rely only on the spatial appearance
information from either one or multiple person images, whilst ignore the space-time cues …

Coupled bilinear discriminant projection for cross-view gait recognition

X Ben, C Gong, P Zhang, R Yan, Q Wu… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
A problem that hinders good performance of general gait recognition systems is that the
appearance features of gaits are more affected-prone by views than identities, especially …

Gait recognition using multichannel convolution neural networks

X Wang, J Zhang, WQ Yan - Neural computing and applications, 2020 - Springer
Human gait recognition has a wide range of applications in multiple fields, such as video
surveillance, digital security, and forensics. In this paper, we investigate the challenging …

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 …

Gait recognition using pose kinematics and pose energy image

A Roy, S Sural, J Mukherjee - Signal Processing, 2012 - Elsevier
Many of the existing gait recognition approaches represent a gait cycle using a single 2D
image called Gait Energy Image (GEI) or its variants. Since these methods suffer from lack of …

Gait recognition based on capsule network

Z Xu, W Lu, Q Zhang, Y Yeung, X Chen - Journal of Visual Communication …, 2019 - Elsevier
Gait as a biometric feature is widely used for human identification, and gait recognition has
recently become a significant research problem. According to a small amount of labeled …