Hand gesture recognition (HGR) serves as a fundamental way of communication and
interaction for human being. While HGR can be applied in human computer interaction (HCI) …

Hand gesture provides a means for human to interact through a series of gestures. While
hand gesture plays a significant role in human–computer interaction, it also breaks down the …

In this paper, we propose a portable CNN network: a hybrid feature attention network
(HyFiNet) for precise hand gesture recognition. HyFiNet is designed by stacking four multi …

Abstract Hand Gesture Recognition is receiving enormous attention because they facilitate
communication for various applications, including human-computer interaction. However …

Sign language (SL) serves as a visual communication tool bearing great significance for
deaf people to interact with others and facilitate their daily life. Wide varieties of SLs and the …

Sign language (SL) is a communication tool playing a crucial role in facilitating the daily life
of deaf or hearing-impaired people. Large varieties in the existing SLs and lack of …

Hand gestures are considered as an effective means of communication in the field of Human-
computer interaction. However, the design of an efficient hand gesture recognition (HGR) …

Hand gestures are a sort of nonverbal communication that may be utilized for many diverse
purposes, including deaf-mute interaction, robotic manipulation, human-computer interface …

This paper presents about an overview on several methods of segmentation techniques for
hand gesture recognition. Hand gesture recognition has evolved tremendously in the recent …

This paper proposes a novel deep network Att-PyNet: an attention pyramidal feature network
for hand gesture recognition. The proposed Att-PyNet comprises three feature streams: multi …