The Deaf are a large social group in society. Their unique way of communicating through
sign language is often confined within their community due to limited understanding by …

People with hearing impairments are found worldwide; therefore, the development of
effective local level sign language recognition (SLR) tools is essential. We conducted a …

Sign language, being the basic means of communication between speciallyabled people,
that is, deaf, and normal ones, a massive amount of research works has been carried out in …

In this paper we present a high performance Deep Learning architecture based on
Convolutional Neural Network (CNN). The proposed architecture is effective as it is capable …

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 …

Correct sign language recognition helps deaf people communicate normally with hearing
people. However, existing sign language recognition techniques have low recognition …

The lack of familiarity with sign language among non-users and the absence of a universal
method for communication poses major problems for the deaf community. The digitization of …

Sign language plays a pivotal role in the lives of impaired people having speaking and
hearing disabilities. They can convey messages using hand gesture movements. American …

The listening or hearing impaired (deaf/dumb) people use a set of signs, called sign
language instead of speech for communication among them. However, it is very challenging …

Sign Language (SL) is a parallel communication medium to spoken language, mostly used
by people who are not able to speak or hear. A human interpreter is also required to work as …