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 …

Cross-view gait recognition based on a restrictive triplet network

S Tong, Y Fu, H Ling - Pattern Recognition Letters, 2019 - Elsevier
To overcome the influence of view variations, a restrictive triplet network (RTN) is proposed
to solve the problem of cross-view gait recognition in this paper. This network comprises five …

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 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 …

A multi-view gait recognition method using deep convolutional neural network and channel attention mechanism

J Wang, K Peng - Computer Modeling in Engineering & …, 2020 - ingentaconnect.com
In many existing multi-view gait recognition methods based on images or video sequences,
gait sequences are usually used to superimpose and synthesize images and construct …

View-invariant gait recognition method by three-dimensional convolutional neural network

W Xing, Y Li, S Zhang - Journal of electronic imaging, 2018 - spiedigitallibrary.org
Gait as an important biometric feature can identify a human at a long distance. View change
is one of the most challenging factors for gait recognition. To address the cross view issues …

A Study of Gait Recognition Algorithm based on Multi-Level Pooling Residual Network

Z He, Y Shen - 2022 IEEE 2nd International Conference on …, 2022 - ieeexplore.ieee.org
In this paper, we propose a gait recognition algorithm based on multi-level pooling residual
network to address the problem that traditional gait recognition algorithms have reduced …

Gait recognition method based on deep learning

J HU, X LI, H CHEN, Q XU, Y HUANG, Y LIN - Journal of Computer …, 2020 - joca.cn
Gait recognition is a non-invasive biometric technology that can be used to identify
pedestrians in surveillance systems. However, the performance of gait recognition is …

Color-mapped contour gait image for cross-view gait recognition using deep convolutional neural network

GM Linda, G Themozhi, SR Bandi - International Journal of …, 2020 - World Scientific
In recent decades, gait recognition has garnered a lot of attention from the researchers in the
IT era. Gait recognition signifies verifying or identifying the individuals by their walking style …

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 …