top of page

News to help your R&D in artificial intelligence, machine learning, robotics, computer vision, smart hardware

As an Amazon Associate I earn

from qualifying purchases

Writer's picturemorrislee

Survey of human gait recognition using deep learning

Survey of human gait recognition using deep learning


Human Gait Recognition using Deep Learning: A Comprehensive Review

arXiv paper abstract https://arxiv.org/abs/2309.10144



Gait recognition (GR) is a growing biometric modality used for person identification from a distance through visual cameras.


GR provides a secure and reliable alternative to fingerprint and face recognition, as it is harder to distinguish between false and authentic signals. Furthermore, its resistance to spoofing makes GR suitable for all types of environments.


With the rise of deep learning, steadily improving strides have been made in GR technology with promising results in various contexts.


As video surveillance becomes more prevalent, new obstacles arise, such as ensuring uniform performance evaluation across different protocols, reliable recognition despite shifting lighting conditions, fluctuations in gait patterns, and protecting privacy.


This survey aims to give an overview of GR and analyze the environmental elements and complications that could affect it in comparison to other biometric recognition systems.


The primary goal is to examine the existing deep learning (DL) techniques employed for human GR that may generate new research opportunities.



Please like and share this post if you enjoyed it using the buttons at the bottom!


Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact

Web site with my other posts by category https://morrislee1234.wixsite.com/website



32 views0 comments

Comments


ClickBank paid link

bottom of page