Air writing is one of the essential fields that the world is turning to, which can benefit from the
world of the metaverse, as well as the ease of communication between humans and …

In the modern context, hand gesture recognition has emerged as a focal point. This is due to
its wide range of applications, which include comprehending sign language, factories …

There has been a steady increase in gesture-based applications interacting with various
electronic devices. Characters and numerals are written in the air using air-writing …

The problem of airwriting recognition is focused on identifying letters written by movement of
finger in free space. It is a type of gesture recognition where the dictionary corresponds to …

Online handwriting recognition has been the subject of research for many years. Despite
that, a limited number of practical applications are currently available. The widespread use …

Technology-enhanced learning is an irresistible trend in intelligent education. However,
most digital pen-based studies focus on handwriting character recognition, writing behavior …

Learning to write the Arabic alphabet is crucial for Arab children's cognitive development,
enhancing their memory and retention skills. However, the lack of Arabic language …

The application of tiny machine learning (TinyML) in human-computer interaction is
revolutionizing gesture recognition technologies. However, there remains a significant gap …

This paper offers a novel deep learning (DL)-powered Tiny machine learning (TinyML)
model meticulously customized to recognize Arabic hand gestures (AHGs) executed in mid …

Tracking arm motion in real-time with wearables like smartwatches has proved to be a
challenging task. Ex-isting approaches either require additional sensing modality affecting …