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 …

[HTML][HTML] A survey of identity recognition via data fusion and feature learning

Z Qin, P Zhao, T Zhuang, F Deng, Y Ding, D Chen - Information Fusion, 2023 - Elsevier
With the rapid development of the Mobile Internet and the Industrial Internet of Things, a
variety of applications put forward an urgent demand for user and device identity …

Forensic gait analysis and recognition: standards of evidence admissibility

I Macoveciuc, CJ Rando… - Journal of forensic …, 2019 - Wiley Online Library
Gait is one biological characteristic which has attracted strong research interest due to its
potential use in human identification. Although almost two decades have passed since a …

Rpnet: Gait recognition with relationships between each body-parts

H Qin, Z Chen, Q Guo, QMJ Wu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
At present, many studies have shown that partitioning the gait sequence and its feature map
can improve the accuracy of gait recognition. However, most models just cut the feature map …

A comprehensive study on codebook-based feature fusion for gait recognition

MH Khan, MS Farid, M Grzegorzek - Information Fusion, 2023 - Elsevier
Vision-based person identification using gait is one of the important and challenging tasks in
the fields of computer vision and machine learning. It has received significant research …

Automatic multi-gait recognition using pedestrian's spatiotemporal features

MH Khan, H Azam, MS Farid - The Journal of Supercomputing, 2023 - Springer
This paper presents an automatic technique to detect and track the multiple pedestrians for
their identifications in a video sequence. Contrarily to the most existing approaches, the …

Gait recognition based on Wasserstein generating adversarial image inpainting network

L Xia, H Wang, W Guo - Journal of Central South University, 2019 - Springer
Aiming at the problem of small area human occlusion in gait recognition, a method based on
generating adversarial image inpainting network was proposed which can generate a …

A study on security and surveillance system using gait recognition

M Sivarathinabala, S Abirami, R Baskaran - Intelligent techniques in signal …, 2017 - Springer
Security is an important aspect and international attention in smart environments. The
surveillance cameras are deployed in all commercial and public places in order to improve …

AGRS: Automated gait recognition system in smart environment

M Sivarathinabala, S Abirami - Journal of Intelligent & Fuzzy …, 2019 - content.iospress.com
Due to advancement in technology, surveillance systems have become more automated
without manual assistance. This paper presents a new method of gait feature extraction and …

Frontal gait recognition from incomplete rgb-d streams using gait cycle analysis

W Zou, S Kamata - 2018 Joint 7th International Conference on …, 2018 - ieeexplore.ieee.org
Gait as a significant biometric feature in human identification is drawing a wide attention
nowadays. In many real-life surveillance zones such as banks, airports and corridors, gait …