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 …

Gait recognition with multiple-temporal-scale 3d convolutional neural network

B Lin, S Zhang, F Bao - Proceedings of the 28th ACM international …, 2020 - dl.acm.org
Gait recognition which is one of the most important and effective biometric technologies has
a significant advantage in long-distance recognition systems. For existing gait recognition …

Multi-task GANs for view-specific feature learning in gait recognition

Y He, J Zhang, H Shan, L Wang - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Gait recognition is of great importance in the fields of surveillance and forensics to identify
human beings since gait is the unique biometric feature that can be perceived efficiently at a …

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 …

Cross-view gait recognition using pairwise spatial transformer networks

C Xu, Y Makihara, X Li, Y Yagi… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this paper, we propose a pairwise spatial transformer network (PSTN) for cross-view gait
recognition, which reduces unwanted feature mis-alignment due to view differences before a …

Complete canonical correlation analysis with application to multi-view gait recognition

X Xing, K Wang, T Yan, Z Lv - Pattern Recognition, 2016 - Elsevier
Canonical correlation analysis (CCA) is a well-known multivariate analysis method for
quantifying the correlations between two sets of multidimensional variables. However, for …

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 …

Multiple views gait recognition using view transformation model based on optimized gait energy image

W Kusakunniran, Q Wu, H Li… - 2009 IEEE 12th …, 2009 - ieeexplore.ieee.org
Gait is one of well recognized biometrics that has been widely used for human identification.
However, the current gait recognition might have difficulties due to viewing angle being …

Support vector regression for multi-view gait recognition based on local motion feature selection

W Kusakunniran, Q Wu, J Zhang… - 2010 IEEE Computer …, 2010 - ieeexplore.ieee.org
Gait is a well recognized biometric feature that is used to identify a human at a distance.
However, in real environment, appearance changes of individuals due to viewing angle …

Gait recognition under various viewing angles based on correlated motion regression

W Kusakunniran, Q Wu, J Zhang… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
It is well recognized that gait is an important biometric feature to identify a person at a
distance, eg, in video surveillance application. However, in reality, change of viewing angle …