Gait feature extraction and gait classification using two-branch CNN

X Wang, J Zhang - Multimedia Tools and Applications, 2020 - Springer
As a promising biometric identification method, gait recognition has many advantages, such
as suitable for human identification at a long distance, requiring no contact and hard to …

Gait recognition using deep learning

C Liu, WQ Yan - Handbook of Research on Multimedia Cyber …, 2020 - igi-global.com
Gait recognition mainly uses different postures of each individual to perform identity
authentication. In the existing methods, the full-cycle gait images are used for feature …

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 …

Cross-view gait recognition based on dual-stream network

X Zhao, W Zhang, T Zhang, Z Zhang - Journal of Advanced …, 2021 - jstage.jst.go.jp
Gait recognition is a biometric identification method that can be realized under long-distance
and nocontact conditions. Its applications in criminal investigations and security inspections …

Gait recognition based on GF-CNN and metric learning

J Wen - Journal of Information Processing Systems, 2020 - koreascience.kr
Gait recognition, as a promising biometric, can be used in video-based surveillance and
other security systems. However, due to the complexity of leg movement and the difference …

Gait recognition under different covariate conditions using deep learning technique

I Junaid, S Ari - 2022 IEEE International Conference on Signal …, 2022 - ieeexplore.ieee.org
Gait as a biometric has become a popular research topic in recent years as a result of its
numerous applications in sectors such as surveillance, authentication, and so on. It is …

Gait classification through CNN-based ensemble learning

X Wang, K Yan - Multimedia Tools and Applications, 2021 - Springer
Gait is a biological characteristic for video surveillance and many other applications, which
can be used to identify individuals at a large distance. In this paper, a gait classification …

Deep mutual learning network for gait recognition

Y Wang, Z Chen, QMJ Wu, X Rong - Multimedia Tools and Applications, 2020 - Springer
Human identification plays a significant role in ensuring social security. However, face-
based and appearance-based retrieval methods are not effective in monitoring due to the …

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 …

Gait identification by joint spatial-temporal feature

S Tong, Y Fu, H Ling, E Zhang - … 2017, Shenzhen, China, October 28-29 …, 2017 - Springer
In order to extract the gait spatial-temporal feature, we propose a novel Long-Short Term
Memory (LSTM) network for gait recognition in this paper. Given a gait sequence, a CNNs …