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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 …
[HTML][HTML] Using machine learning for dynamic authentication in telehealth: A tutorial
Telehealth systems have evolved into more prevalent services that can serve people in
remote locations and at their homes via smart devices and 5G systems. Protecting the …
remote locations and at their homes via smart devices and 5G systems. Protecting the …
Deep learning approaches for continuous authentication based on activity patterns using mobile sensing
Smartphones as ubiquitous gadgets are rapidly becoming more intelligent and context-
aware as sensing, networking, and processing capabilities advance. These devices provide …
aware as sensing, networking, and processing capabilities advance. These devices provide …
Real-time gait biometrics for surveillance applications: A review
Deep learning (DL) pipelines have evolved for over a decade now and are efficient at
solving many challenging problems of image and signal processing applications. Designing …
solving many challenging problems of image and signal processing applications. Designing …
Advancements in artificial intelligence for biometrics: a deep dive into model-based gait recognition techniques
Over the past decade, Deep Learning (DL) pipelines have undergone significant evolution
and demonstrated effectiveness in addressing complex challenges within artificial …
and demonstrated effectiveness in addressing complex challenges within artificial …
Emotion recognition from gait analyses: Current research and future directions
Human gait refers to a daily motion that represents not only mobility but can also be used to
identify the walker by either human observers or computers. Recent studies reveal that gait …
identify the walker by either human observers or computers. Recent studies reveal that gait …
Adaptive deep feature fusion for continuous authentication with data augmentation
Mobile devices are becoming increasingly popular and are playing significant roles in our
daily lives. Insufficient security and weak protection mechanisms, however, cause serious …
daily lives. Insufficient security and weak protection mechanisms, however, cause serious …
BudsAuth: Towards Gesture-Wise Continuous User Authentication Through Earbuds Vibration Sensing
The surge in popularity of wireless headphones, particularly wireless earbuds, as smart
wearables, has been notable in recent years. These devices, empowered by artificial …
wearables, has been notable in recent years. These devices, empowered by artificial …
A comprehensive review on secure biometric-based continuous authentication and user profiling
Authentication systems are pivotal in fortifying security measures against unauthorized
access. Yet, they often fall short of effectively combating impersonation attacks, leaving …
access. Yet, they often fall short of effectively combating impersonation attacks, leaving …
[HTML][HTML] Real-time machine learning for human activities recognition based on wrist-worn wearable devices
Wearable technologies have slowly invaded our lives and can easily help with our day-to-
day tasks. One area where wearable devices can shine is in human activity recognition, as …
day tasks. One area where wearable devices can shine is in human activity recognition, as …