Multi-Stream General and Graph-Based Deep Neural Networks for Skeleton-Based Sign Language Recognition

• Published in: Electronics (Basel) Vol. 12; no. 13; p. 2841
• Main Authors: Miah, Abu Saleh Musa, Hasan, Md. Al Mehedi, Jang, Si-Woong, Lee, Hyoun-Sup, Shin, Jungpil
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.07.2023
• Subjects: Accuracy; Annotations; Artificial intelligence; Artificial neural networks; Classification; Communication; Computational efficiency; Computing costs; Datasets; Deafness; Feature recognition; Neural networks; Researchers; Semantics; Sign language; Support vector machines; System effectiveness; Video; Japan

Sign language recognition (SLR) aims to bridge speech-impaired and general communities by recognizing signs from given videos. However, due to the complex background, light illumination, and subject structures in videos, researchers still face challenges in developing effective SLR systems. Many res...