A Unified Convolutional Neural Network for Gait Recognition

S Nahar, S Narsingani, Y Patel - Asian Conference on Pattern …, 2023 - Springer
Gait recognition stands as a crucial method for distant person identification. Most state-of-the-
art gait recognition frameworks consists of two modules: feature extraction and feature …

Gaitnet: An end-to-end network for gait based human identification

C Song, Y Huang, Y Huang, N Jia, L Wang - Pattern recognition, 2019 - Elsevier
Gait recognition is one of the most important techniques for human identification at a
distance. Most current gait recognition frameworks consist of several separate steps …

A comprehensive study on cross-view gait based human identification with deep cnns

Z Wu, Y Huang, L Wang, X Wang… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
This paper studies an approach to gait based human identification via similarity learning by
deep convolutional neural networks (CNNs). With a pretty small group of labeled multi-view …

Cross View and Cross Walking Gait Recognition Using a Convolutional Neural Network

S Nahar, S Narsingani, Y Patel - International Conference on Computer …, 2023 - Springer
In this paper, we propose a gait recognition method using a convolutional neural network
(CNN). A CNN architecture is designed and trained to learn an efficient representation with …

Gait Recognition by Jointing Transformer and CNN

M Cai, M Wang, S Zhang - Chinese Conference on Biometric Recognition, 2023 - Springer
Gait recognition is a biometric technology based on the human walking state. Unlike other
biometric technologies, gait recognition can be used for remote recognition and the human …

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 …

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 …

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 …

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 …