Deep gait recognition: A survey
A Sepas-Moghaddam, A Etemad - IEEE transactions on pattern …, 2022 - ieeexplore.ieee.org
Gait recognition is an appealing biometric modality which aims to identify individuals based
on the way they walk. Deep learning has reshaped the research landscape in this area …
on the way they walk. Deep learning has reshaped the research landscape in this area …
[HTML][HTML] Security and privacy management in Internet of Medical Things (IoMT): A synthesis
The Internet of Medical Things (IoMT) has become a strategic priority for future e-healthcare
because of its ability to improve patient care and its scope of providing more reliable clinical …
because of its ability to improve patient care and its scope of providing more reliable clinical …
Multi-task learning for gait-based identity recognition and emotion recognition using attention enhanced temporal graph convolutional network
W Sheng, X Li - Pattern Recognition, 2021 - Elsevier
Human gait conveys significant information that can be used for identity recognition and
emotion recognition. Recent studies have focused more on gait identity recognition than …
emotion recognition. Recent studies have focused more on gait identity recognition than …
Deep learning pipelines for recognition of gait biometrics with covariates: a comprehensive review
This paper presents a comprehensive exposition of deep learning architectures and
pipelines for biometric applications using complex characteristics of human gait. The variety …
pipelines for biometric applications using complex characteristics of human gait. The variety …
A comprehensive study on gait biometrics using a joint CNN-based method
This paper gives a comprehensive study on gait biometrics via a joint CNN-based method.
Gait is a kind of behavioral biometric feature with unique advantages, eg, long-distance …
Gait is a kind of behavioral biometric feature with unique advantages, eg, long-distance …
Intra-class variations with deep learning-based gait analysis: A comprehensive survey of covariates and methods
A Parashar, RS Shekhawat, W Ding, I Rida - Neurocomputing, 2022 - Elsevier
Gait recognition is an essential biometric technique that recognizes humans at a distance
through their unique walking style. In the present era of deep learning, automated gait …
through their unique walking style. In the present era of deep learning, automated gait …
Real-time gait-based age estimation and gender classification from a single image
C Xu, Y Makihara, R Liao, H Niitsuma… - Proceedings of the …, 2021 - openaccess.thecvf.com
In this paper, we propose a unified real-time framework for gait-based age estimation and
gender classification that uses just a single image, which reduces the latency in video …
gender classification that uses just a single image, which reduces the latency in video …
An end-to-end multi-task and fusion CNN for inertial-based gait recognition
People identification using gait information (ie, the way a person walks) obtained from
inertial sensors is a robust approach that can be used in multiple situations where vision …
inertial sensors is a robust approach that can be used in multiple situations where vision …
Human pose estimation-based real-time gait analysis using convolutional neural network
Gait analysis is widely used in clinical practice to help in understanding the gait
abnormalities and its association with a certain underlying medical condition for better …
abnormalities and its association with a certain underlying medical condition for better …
Multimodal feature fusion for CNN-based gait recognition: an empirical comparison
People identification in video based on the way they walk (ie, gait) is a relevant task in
computer vision using a noninvasive approach. Standard and current approaches typically …
computer vision using a noninvasive approach. Standard and current approaches typically …