Human gait recognition using deep learning: A comprehensive review

MI Sharif, M Mehmood, MI Sharif, MP Uddin - arXiv preprint arXiv …, 2023 - arxiv.org
Gait recognition (GR) is a growing biometric modality used for person identification from a
distance through visual cameras. GR provides a secure and reliable alternative to fingerprint …

Gait Recognition based on Two-Stream CNNs with Multisensor Progressive Feature Fusion

L Qin, M Guo, K Zhou, J Sun, X Chen… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
Gait recognition has emerged as a significant and promising solution for human
identification. However, existing multisensor-based gait recognition studies have the …

Omni-domain feature extraction method for gait recognition

J Wan, H Zhao, R Li, R Chen, T Wei - Mathematics, 2023 - mdpi.com
As a biological feature with strong spatio-temporal correlation, the current difficulty of gait
recognition lies in the interference of covariates (viewpoint, clothing, etc.) in feature …

[HTML][HTML] Multilevel features cascade fusion network for infrared video human behavior recognition

H Han, N Ouyang, X Kuang, S Wang, F Xiong - Displays, 2025 - Elsevier
Human behavior recognition stands as a pivotal task in video analysis and understanding.
While this field has garnered considerable attention within the visible spectrum, infrared …

Walking direction recognition based on deep learning with inertial sensors and pressure insoles

M Guo, L Qin, M Yan, K Zhou, X Chen, J Qiu - Signal, Image and Video …, 2025 - Springer
A vast population of visually impaired individuals is currently facing intricate life challenges,
particularly related to perceiving walking directions. Therefore, this paper proposes a novel …

An adaptive threshold based gait authentication by incorporating quality measures

S Das, S Meher, UK Sahoo - AI Communications, 2024 - content.iospress.com
In this paper, an adaptive threshold-based gait authentication model is proposed, which
incorporates the quality measure in the distance domain and maps them into the gradient …

Biometric Authentication using Gait Recognition

M Gupta - Universal Research Reports, 2023 - urr.shodhsagar.com
The necessity for trustworthy and secure means of user identification has become critical in
a society that is becoming more and more digital. The widespread use of biometric …