Sign Language Recognition Datasets

Dataset information and related papers

Chinese Sign Language (CSL)

  1. DEVISIGN
    devisign 1.1 Isolated Sign Language Recognition with Grassmann Covariance Matrices. Acm Transactions on Accessible Computing, 2016
    1.2 Sign language recognition using depth images,2016
    1.3 Iterative Reference Driven Metric Learningfor Signer Independent Isolated SignLanguage Recognition
    1.4 Chai, X., Wang, H., and Chen, X. (2014). The devisign large vocabulary of chinese signlanguage database and baseline evaluations. Technical report, echnical report VIPL-TR-14-SLR-001. Key Lab of Intelligent Information Processing of Chinese Academy of Sciences(CAS), Institute of Computing Technology, CAS.

  2. CSL Chinese Sign Language Recognition Dataset 手语词;连续手语句子 CSL 2.1 Video-based Sign Language Recognition without Temporal Segmentation, 2018
    2.2 Hierarchical LSTM for Sign Language Translation, 2018
    2.3 Iterative Alignment Network for Continuous Sign Language Recognition, 2019

Other country Sign Language

otherlanguage

German Sign Language (DGS)

  1. SIGNUM SIGNUM
    1.1 Continuous sign language recognition: Towards large vocabulary statistical recognition systems handling multiple signers, 2015 1.2

  2. RWTH-PHOENIX-Weather
    RWTH-PHOENIX-Weather
    1.1 RWTH-PHOENIX-Weather:A Large Vocabulary Sign Language Recognition and Translation Corpus
    1.2 Extensions of the Sign Language Recognition and Translation CorpusRWTH-PHOENIX-Weather, 2014
    1.3 Continuous sign language recognition: Towards large vocabulary statistical recognition systems handling multiple signers, 2015
    1.4 Deep Sign: Hybrid CNN-HMM for Continuous Sign Language Recognition

American Sign Language (ASL)

Irish Sign Language (ISL)

Japanese Sign Language Dataset (JSL)

Polish Sign Language (PSL)

Greek Sign Language (GSL)

Indian Sign Language (ISL)

Australia Sign Language (ASL)

Arabic Alphabets Sign Language (ArASL)