This paper reviewed the sign language research in the vision-based hand gesture
recognition system from 2014 to 2020. Its objective is to identify the progress and what …

Gestures, widely accepted as a humans' natural mode of interaction with their surroundings,
have been considered for use in human-computer based interfaces since the early 1980s …

Hand gesture is the main method of communication for people who are hearing-impaired,
which poses a difficulty for millions of individuals worldwide when engaging with those who …

It is an objective reality that deaf-mute people have difficulty seeking medical treatment. Due
to the lack of sign language interpreters, most hospitals in China currently do not have the …

Gesture recognition is a kind of biometric which has assumed great significance in the field
of computer vision for communicating information through human activities. To recognize the …

Several researchers around the world have studied gesture recognition, but most of the
recent techniques fall in the curse of dimensionality and are not useful in real time …

Featured Application Interaction with domestic robots and appliances in smart infrastructure.
Abstract The arising of domestic robots in smart infrastructure has raised demands for …

Gesture recognition is critical in the field of Human-Computer Interaction, especially in
healthcare, rehabilitation, sign language translation, etc. Conventionally, the gesture …

In this study, the authors propose a novel methodology for static gesture recognition in a
complex background using only depth map from Microsoft's Kinect camera. Four different …

Sign language recognition (SLR) can provide a helpful tool for the communication between
the deaf and the external world. This paper proposed a component-based vocabulary …