Nature

Improving sign Language recognition system for assisting deaf and dumb people using pathfinder algorithm with representation learning model

For many individuals, communication through sign language (SL) is the primary means of interacting with the world, and the potential applications of effective SL Recognition (SLR) systems are vast and ...
Nature

A dual-stream deep learning framework for continuous sign language recognition to enhance communication accessibility in the Ha’il region

Human–Computer Interaction (HCI) depends critically on hand gesture recognition, which also provides the basis of sign language communication for those with hearing problems. In automatic sign ...