Sign language (SL) serves as a visual communication tool bearing great significance for
deaf people to interact with others and facilitate their daily life. Wide varieties of SLs and the …

Sign Language Recognition (SLR) systems are crucial bridges facilitating communication
between deaf or hard-of-hearing individuals and the hearing world. Existing SLR …

Sign language recognition (SLR) plays a vital role in facilitating communication for the
hearing-impaired community. SLR is a weakly supervised task where entire videos are …

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

The goal of sign language recognition (SLR) is to help those who are hard of hearing or deaf
overcome the communication barrier. Most existing approaches can be typically divided into …

Sign language plays a crucial role as a distinct and vital mode of communication for diverse
groups of people in society. Each sign language encompasses a wide array of signs, each …

Sign language is a predominant form of communication among a large group of society. The
nature of sign languages is visual, making them distinct from spoken languages …

Current continuous sign language recognition systems generally target on a single
language. When it comes to the multilingual problem, existing solutions often build separate …

At present, vision-based hand gesture recognition is very important in human-robot
interaction (HRI). This non-contact method enables natural and friendly interaction between …

Sign language recognition (SLR) is a useful tool for the deaf-mute to communicate with the
outside world. Although many SLR methods have been proposed and have demonstrated …