Sign language is the native language of deaf people, which they use in their daily life, and it
facilitates the communication process between deaf people. The problem faced by deaf …

Hand gestures and poses allow us to perform non-verbal communication. Sign language is
becoming more important with the increase in the number of deaf and hard-of-hearing …

Deaf and dumb Muslims cannot reach advanced levels of education due to the impact of
obstruction on their educational attainment. This leads to their inability to learn, recite, and …

Sign languages are complex, but there are ongoing research efforts in engineering and data
science to recognize, understand, and utilize them in real-time applications. Arabic sign …

Sign language (SL) is a vital mode of communication, bridging the gap between the hearing
impaired and hearing communities. However, SL, despite its paramount importance, has …

Deaf individuals use sign language to interact with each other and with people in general. In
most cases, an interpreter is needed in order for a hearing person to have a conversation …

Recent sign language skeletal-based feature models (SLSm) consist of various distracting
coordinates that lead to complex deep-learning modeling. However, SLSm is not purely a …

This paper addresses the potential of Arabic Sign Language (ArSL) recognition systems to
facilitate direct communication and enhance social engagement between deaf and non …

Deaf and dumb Muslims face educational barriers. They can't read, recite, or comprehend
the Holy Qur'an, hence they can't practise Islamic ceremonies. This study proposes a CNN …

This study explores the field of sign language recognition through machine learning,
focusing on the development and comparative evaluation of various algorithms designed to …