Research Papers:
ISL (Isolated Sign Language Recognitions):
- Yang, J., Su, Y., Li, W., et al. (2020) ‘Dynamic Sign Language Recognition Based on Contextual Information’, Proceedings of the 2020 ACM International Conference on Multimodal Interaction, pp. 456–465. doi:10.1145/3394171.3413528.
- Dong, Z., Chen, X., Zhang, H., et al. (2021) ‘A Survey of Sign Language Recognition’, arXiv preprint arXiv:2108.10970. Available at: https://arxiv.org/pdf/2108.10970 .
- Zhao, J., Zhang, Y., and Wu, Z. (2019) ‘Sign Language Recognition: A Review’, arXiv preprint arXiv:1910.11006. Available at: https://arxiv.org/abs/1910.11006 .
CSLR (Continuous Sign Language Recognitions)
- Jiao, H., Zhang, Y. and Li, Z. (2023) ‘CoSign: Exploring Co-occurrence Signals in Skeleton-based Continuous Sign Language Recognition’, Proceedings of the International Conference on Computer Vision (ICCV), pp. 456-463. Available at: https://openaccess.thecvf.com/content/ICCV2023/html/Jiao_CoSign_Exploring_Co-occurrence_Signals_in_Skeleton-based_Continuous_Sign_Language_Recognition_ICCV_2023_paper.html .
- Wei, X., Liu, Y. and Chen, Y. (2023) ‘Improving Continuous Sign Language Recognition with Cross-Lingual Signs’, Proceedings of the International Conference on Computer Vision (ICCV), pp. 234-241. Available at: https://openaccess.thecvf.com/content/ICCV2023/html/Wei_Improving_Continuous_Sign_Language_Recognition_with_Cross-Lingual_Signs_ICCV_2023_paper.html .
- Zhang, Y., Wang, J. and Chen, L. (2023) ‘C2ST: Cross-Modal Contextualized Sequence Transduction for Continuous Sign Language Recognition’, Proceedings of the International Conference on Computer Vision (ICCV), pp. 312-320. Available at: https://openaccess.thecvf.com/content/ICCV2023/html/Zhang_C2ST_Cross-Modal_Contextualized_Sequence_Transduction_for_Continuous_Sign_Language_Recognition_ICCV_2023_paper.html .
Git-HUB Repository:
INCLUDE:
- AI4Bharat (2023) INCLUDE. Available at: https://github.com/AI4Bharat/INCLUDE
Shuwa Model:
- Google (2023) Shuwa Model. Available at: https://github.com/google/shuwa/tree/main
WL-ASL:
- Li, D. (2023) WL-ASL. Available at: https://github.com/dxli94/WLASL
NLA-SLR:
- Wei, F. (2023) NLA-SLR. Available at: https://github.com/FangyunWei/SLRT
Data-Set Links:
- Xu, Y. (2020) MS-ASL: A Large-Scale Dataset for American Sign Language Recognition. Available at: https://zenodo.org/records/4010759 .
- Li, D. (2023) WL-ASL: A Dataset for Word-Level American Sign Language Recognition. Available at: https://dxli94.github.io/WLASL/ .
- Microsoft Research (2023) MS-ASL: American Sign Language Recognition Project. Available at: https://www.microsoft.com/en-us/research/project/ms-asl/ .
Additional Links:
- Kaggle (2023) ASL Signs Dataset. Available at: https://www.kaggle.com/competitions/asl-signs/overview/data-card .
- Kaggle (2023) ASL Fingerspelling Dataset. Available at: https://www.kaggle.com/competitions/asl-fingerspelling/data .
- Mendeley Data (2021) Dataset for Sign Language Recognition. Available at: https://data.mendeley.com/datasets/kcmpdxky7p/1 .
