Hand gesture recognition (HGR) serves as a fundamental way of communication and
interaction for human being. While HGR can be applied in human computer interaction (HCI) …

Hand gesture provides a means for human to interact through a series of gestures. While
hand gesture plays a significant role in human–computer interaction, it also breaks down the …

Sign Language is one of the media of communication for deaf people. One should learn sign
language to interact with them. Learning usually takes place in peer groups. There exist very …

In this research work, an efficient sign language recognition tool for e-learning has been
proposed with a new type of feature set based on angle and lines. This feature set has the …

In recent years, the development of algorithms that assist in communicate with deaf people
is an important challenge. The development of automatic systems to translate sign language …

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 …

Hand gestures are an essential part of human-to-human communication and interaction
and, therefore, of technical applications. The aim is increasingly to achieve interaction …

One of the most significant challenges to sign language recognition (SLR) today is the low
resource nature of sign language datasets, with many datasets being extremely low …

Sign Language Recognition (SLR) is a Computer Vision (CV) and Machine Learning (ML)
task, with potential applications that would be beneficial to the Deaf community, which …

The reliance of deep learning algorithms on large scale datasets represents a significant
challenge when learning from low resource sign language datasets. This challenge is …