A comprehensive study on the evaluation of silhouette-based gait recognition

S Hou, C Fan, C Cao, X Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Recently the methods based on silhouettes achieve significant improvement for gait
recognition. The performance, eg, 96.4% on the largest OUMVLP, indicates that a promising …

Learning discriminative representation with global and fine‐grained features for cross‐view gait recognition

J Xiao, H Yang, K Xie, J Zhu… - CAAI Transactions on …, 2022 - Wiley Online Library
In this study, we examine the cross‐view gait recognition problem. Many existing methods
establish global feature representation based on the whole human body shape. However …

A method combining multi-feature fusion and optimized deep belief network for EMG-based human gait classification

J He, F Gao, J Wang, Q Wu, Q Zhang, W Lin - Mathematics, 2022 - mdpi.com
In this paper, a gait classification method based on the deep belief network (DBN) optimized
by the sparrow search algorithm (SSA) is proposed. The multiple features obtained based …

Human gait recognition using firefly template segmentation

SR Palla, G Sahu, P Parida - Computer Methods in Biomechanics …, 2022 - Taylor & Francis
Gait recognition is one of the advanced behavioural biometric technology, which aims to
distinguish people by their walking style. The unique advantage of gait recognition is its …

Utilizing spatio temporal gait pattern and quadratic SVM for gait recognition

H Masood, H Farooq - Electronics, 2022 - mdpi.com
This study aimed to develop a vision-based gait recognition system for person identification.
Gait is the soft biometric trait recognizable from low-resolution surveillance videos, where …

[HTML][HTML] 融合自注意力机制的生成对抗网络跨视角步态识别

张红颖, 包雯静 - 2022 - cjig.cn
目的针对目前基于生成式的步态识别方法采用特定视角的步态模板转换, 识别率随视角跨度增大
而不断下降的问题, 本文提出融合自注意力机制的生成对抗网络的跨视角步态识别方法 …

Explainable gait recognition with prototyping encoder–decoder

J Moon, YM Shin, JD Park, NH Minaya, WY Shin… - Plos one, 2022 - journals.plos.org
Human gait is a unique behavioral characteristic that can be used to recognize individuals.
Collecting gait information widely by the means of wearable devices and recognizing people …

Attention‐aware spatio‐temporal learning for multi‐view gait‐based age estimation and gender classification

B Huang, Y Luo, J Xie, J Pan, C Zhou - IET Computer Vision, 2022 - Wiley Online Library
Recently, gait‐based age and gender recognition have attracted considerable attention in
the fields of advertisement marketing and surveillance retrieval due to the unique advantage …

Gait energy image-based human attribute recognition using two-branch deep convolutional neural network

S Zhang, Y Wang, A Li - IEEE Transactions on Biometrics …, 2022 - ieeexplore.ieee.org
Gait is an attractive biometric identifier, playing an essential role in addressing the issue of
identity and attribute recognition in surveillance for its non-invasive and non-cooperative …

Multimodal biometric for person identification using deep learning approach

A Sharma, N Jindal, A Thakur, PS Rana, B Garg… - Wireless Personal …, 2022 - Springer
Person Identification of individuals has dependably been a challenge particularly when it
needs to manage the big data sets and the robustness against the components influencing …