Sign Language Recognition: A Deep Survey

作者：

Highlights：

• We perform a comprehensive review of recent works for sign language recognition.

• We define a taxonomy to group existing works and discuss on their pros and cons.

• We discuss on features, modalities, evaluation metrics, applications, and datasets.

• Different challenges and future lines of research in the field are presented.

摘要

•We perform a comprehensive review of recent works for sign language recognition.•We define a taxonomy to group existing works and discuss on their pros and cons.•We discuss on features, modalities, evaluation metrics, applications, and datasets.•Different challenges and future lines of research in the field are presented.

论文关键词：Sign language recognition,Pose estimation,Deep learning,Computer Vision,Face recognition,Application

论文评审过程：Received 20 February 2020, Revised 10 July 2020, Accepted 23 July 2020, Available online 6 August 2020, Version of Record 10 August 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.113794