Leveraging Deep Learning and IoT big data analytics to support the smart cities development: Review and future directions
The rapid growth of urban populations worldwide imposes new challenges on citizens' daily
lives, including environmental pollution, public security, road congestion, etc. New …
lives, including environmental pollution, public security, road congestion, etc. New …
Weight initialization techniques for deep learning algorithms in remote sensing: Recent trends and future perspectives
During the last decade, several research works have focused on providing novel deep
learning methods in many application fields. However, few of them have investigated the …
learning methods in many application fields. However, few of them have investigated the …
An intelligent non-invasive real-time human activity recognition system for next-generation healthcare
Human motion detection is getting considerable attention in the field of Artificial Intelligence
(AI) driven healthcare systems. Human motion can be used to provide remote healthcare …
(AI) driven healthcare systems. Human motion can be used to provide remote healthcare …
A novel hybrid secure image encryption based on julia set of fractals and 3D Lorenz chaotic map
Chaos-based encryption schemes have attracted many researchers around the world in the
digital image security domain. Digital images can be secured using existing chaotic maps …
digital image security domain. Digital images can be secured using existing chaotic maps …
Contactless WiFi sensing and monitoring for future healthcare-emerging trends, challenges, and opportunities
WiFi sensing has received recent and significant interest from academia, industry,
healthcare professionals, and other caregivers (including family members) as a potential …
healthcare professionals, and other caregivers (including family members) as a potential …
[HTML][HTML] WiFOG: Integrating deep learning and hybrid feature selection for accurate freezing of gait detection
This study investigates the feasibility of utilizing non-invasive WiFi sensing using the 4.8
GHz operating frequency band of the 5 G spectrum, which is suitable for Internet of Things …
GHz operating frequency band of the 5 G spectrum, which is suitable for Internet of Things …
Applications of the generalized Morse wavelets: a review
The study of signals, processes, and systems has motivated the development of different
representations that can be used to analyze and understand them. Classical ways of …
representations that can be used to analyze and understand them. Classical ways of …
Pushing the limits of remote RF sensing by reading lips under the face mask
The problem of Lip-reading has become an important research challenge in recent years.
The goal is to recognise speech from lip movements. Most of the Lip-reading technologies …
The goal is to recognise speech from lip movements. Most of the Lip-reading technologies …
5g-enabled contactless multi-user presence and activity detection for independent assisted living
Wireless sensing is the state-of-the-art technique for next generation health activity
monitoring. Smart homes and healthcare centres have a demand for multi-subject health …
monitoring. Smart homes and healthcare centres have a demand for multi-subject health …
A novel deep dual self-attention and Bi-LSTM fusion framework for Parkinson's disease prediction using freezing of gait: a biometric application
Parkinson's disease (PD) disorder is caused by the imbalance of inhibitory dopamine and
excitatory acetylcholine neurotransmitters, which causes hindrance in locomotion. Freezing …
excitatory acetylcholine neurotransmitters, which causes hindrance in locomotion. Freezing …