The act of writing letters or words in free space with body movements is known as air-writing.
Air-writing recognition is a special case of gesture recognition in which gestures correspond …

Automatically synthesizing dance motion sequences is an increasingly popular research
task in the broader field of human motion analysis. Recent approaches have mostly used …

Deep learning and deep neural networks, particularly Convolutional Neural Networks
(CNNs), are rapidly growing areas of machine learning and are currently the primary tools …

Air‐writing is a growing research topic in the field of gesture‐based writing systems. This
research proposes a unified, lightweight, and general‐purpose deep learning algorithm for a …

In this article, we introduce a new benchmark dataset for the challenging writing in the air
(WiTA) task—an elaborate task bridging vision and natural language processing (NLP) …

Handwriting is one of the most frequently occurring patterns in everyday life and with it
comes challenging applications such as handwriting recognition, writer identification and …

Air-writing is a modern human–computer interaction technology that allows participants to
write words or letters with finger or hand movements in free space in a simple and intuitive …

In this paper, a new natural human interaction authentication method is proposed for Internet
of Things (IoT) devices. In this method, the user draws a doodle on the air for authentication …

Cross-modal representation learning learns a shared embedding between two or more
modalities to improve performance in a given task compared to using only one of the …

The “Air writing recognition application for Dyslexic people” is a useful application which can
be used to teach how an alphabet, or a digit is drawn or sounds like to the dyslexic people …