A survey on Sign Language machine translation

作者：

Highlights：

• A survey on the sign language machine translation task.

• An extensive review on traditional and neural sign language translation systems.

• Results from the literature for the RWTH-PHOENIX-2014T dataset are provided.

• Sign language translation datasets are summarised.

• Sign language translation challenges and future lines of research are analysed.

摘要

•A survey on the sign language machine translation task.•An extensive review on traditional and neural sign language translation systems.•Results from the literature for the RWTH-PHOENIX-2014T dataset are provided.•Sign language translation datasets are summarised.•Sign language translation challenges and future lines of research are analysed.

论文关键词：Machine learning,Sign language translation,Sign Languages,Survey

论文评审过程：Received 29 October 2021, Revised 21 July 2022, Accepted 5 October 2022, Available online 13 October 2022, Version of Record 20 October 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118993