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 …

Abstract Sign Language Translation (SLT) is a challenging task that aims to generate
spoken language sentences from sign language videos, both of which have different …

Sign language recognition (SLR) enables the deaf and speech-impaired community to
integrate and communicate effectively with the rest of society. Word level or isolated SLR is a …

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 …

Abstract Sign Language Recognition (SLR) systems aim to be embedded in video stream
platforms to recognize the sign performed in front of a camera. SLR research has taken …

Sign language is the predominant form of communication among a large group of society.
The nature of sign languages is visual. This makes them very different from spoken …

To improve computer-based recognition from video of isolated signs from American Sign
Language (ASL), we propose a new skeleton-based method that involves explicit detection …

Sign languages are visual languages used as the primary communication medium for the
Deaf community. The signs comprise manual and non-manual articulators such as hand …

Abstract Sign Language Recognition (SLR) is an increasingly popular research topic due to
its extensive potential applications, such as education, healthcare, emergency response …

Sign language recognition (SLR) has long been plagued by insufficient model
representation capabilities. Although current pre-training approaches have alleviated this …