Despite the importance of sign language recognition systems, there is a lack of a Systematic
Literature Review and a classification scheme for it. This is the first identifiable academic …

Loss of the ability to speak or hear exerts psychological and social impacts on the affected
persons due to the lack of proper communication. Multiple and systematic scholarly …

A sign language recognition system translates signs performed by deaf individuals into
text/speech in real time. Inertial measurement unit and surface electromyography (sEMG) …

This paper presents a framework for hand gesture recognition based on the information
fusion of a three-axis accelerometer (ACC) and multichannel electromyography (EMG) …

Surface electromyography signal plays an important role in hand function recovery training.
In this paper, an IoT-enabled stroke rehabilitation system was introduced which was based …

Sign languages are used by the deaf community around the globe to communicate with one
another. These are gesture-based languages where a deaf person performs gestures using …

This work presents a meta study covering around 300 published sign language recognition
papers with over 400 experimental results. It includes most papers between the start of the …

Sign language is used as a primary form of communication by many people who are Deaf,
deafened, hard of hearing, and non-verbal. Communication barriers exist for members of …

Surface electromyography (sEMG) is a non-invasive method of measuring neuromuscular
potentials generated when the brain instructs the body to perform both fine and coarse …

Many studies have recently developed real-time sign language recognition system (SLRS)-
based DataGlove wearable electronic devices for deaf and dumb to assort hand gestures as …