Gait Recognition Method Based on Multi-scale Feature Fusion and Mixed Attention

X Xu, J Lu - Proceedings of the 5th International Conference on …, 2024 - dl.acm.org
As a biometric feature, gait is often used for identification of individuals. Due to the influence
of factors such as changes in personal appearance and shooting angles, gait recognition is …

GaitFusion: Exploring the Fusion of Silhouettes and Optical Flow for Gait Recognition

Y Feng, J Yuan, L Fan - International Conference on Artificial Neural …, 2023 - Springer
Gait recognition is a promising biometric technology with great potential for security
applications. Many gait recognition methods introduce multiple modalities to extract more …

Gait Recognition Based on Temporal Gait Information Enhancing

Q Chen, X Chen, X Deng, Y Lan - International Conference on Multimedia …, 2024 - Springer
Gait recognition is a long range biometric technology that identifies individuals by their
walking patterns. Currently, gait recognition primarily extracts gait features using …

A partition approach for robust gait recognition based on gait template fusion

K Wang, L Liu, X Ding, K Yu, G Hu - Frontiers of Information Technology & …, 2021 - Springer
Gait recognition has significant potential for remote human identification, but it is easily
influenced by identity-unrelated factors such as clothing, carrying conditions, and view …

[HTML][HTML] GaitSTAR: Spatial–Temporal Attention-Based Feature-Reweighting Architecture for Human Gait Recognition

M Bilal, H Jianbiao, H Mushtaq, M Asim, G Ali… - Mathematics, 2024 - mdpi.com
Human gait recognition (HGR) leverages unique gait patterns to identify individuals, but the
effectiveness of this technique can be hindered due to various factors such as carrying …

Cjam: Convolutional neural network joint attention mechanism in gait recognition

P Jia, Q Zhao, B Li, J Zhang - IEICE TRANSACTIONS on …, 2021 - search.ieice.org
Gait recognition distinguishes one individual from others according to the natural patterns of
human gaits. Gait recognition is a challenging signal processing technology for biometric …

[PDF][PDF] Fusion of Silhouette Based Gait Features for Gait Recognition

HP Mohan Kumar, HS Nagendraswamy - IJETR, 2014 - academia.edu
Identification of person by observing his/her walking style is referred as gait recognition. Gait
as a biometric trait finds its applications in various automated controlled environments where …

A Method based on Spatial and Temporal Multi Grained Information for Gait Recognition

H Xu, H Li, X Sun, F Li - 2020 IEEE 9th Joint International …, 2020 - ieeexplore.ieee.org
Gait recognition is one of the new biometric techniques. However, gait recognition is easily
affected by external factors, resulting in a decrease in the accuracy. Therefore, this paper …

Fusion of shallow and deep features for gait recognition through multiple walking views

X Yu, M Deng, P Lin, J Wang… - 2021 40th Chinese …, 2021 - ieeexplore.ieee.org
Gait recognition has attracted widespread attention in recent years, as the gait of humans
has a strong discriminative ability even under low-quality image sequences captured at a …

Recurring Gaitset: A Gait Recognition Method Based on Deep Learning and Recurring Layer Transformer

R Kuang, P Li - 2023 5th International Academic Exchange …, 2023 - ieeexplore.ieee.org
In recent years, a surging number of people have been paying attention to gait recognition,
which could be used in applications including security, surveillance, and criminal …