Sign Language Recognition, Translation and Production

Type Start End
Internal May 2017 May 2026
Responsible URL
Xavier Giro-i-Nieto MSCA-COFUND

Publications

Mohamed MA. Exploring Visual Representations for Sign Language Translation Tarrés L, Giró-i-Nieto X. 2022 . (700.12 KB)
Duarte A, Palaskar S, Ventura L, Ghadiyaram D, DeHaan K, Metze F, Torres J, Giró-i-Nieto X. How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language. In: CVPR 2021. CVPR 2021. ; 2021. (5.94 MB)
Aguilar J. 2D-to-3D Lifting of Sign Language Body Poses with Recurrent Neural Networks. (Giró-i-Nieto X, Duarte A). Barcelona: UPC ETSETB TelecomBCN; 2021. (340.44 KB)
Giró-i-Nieto X. Learning Representations for Sign Language Videos. 2021 .
Iturralde A. Towards video alignment across cameras with sign language 2D poses Tarrés L, Giró-i-Nieto X. 2021 . (3.45 MB)
Giró-i-Nieto X. Sign Language Translation and Production Multimedia and Multimodal Challenges for All. 2021 .
Ventura L, Duarte A, Giró-i-Nieto X. Can Everybody Sign Now? Exploring Sign Language Video Generation from 2D Poses. In: ECCV 2020 Workshop on Sign Language recognition, Production and Translation (SLRTP). ECCV 2020 Workshop on Sign Language recognition, Production and Translation (SLRTP). ; 2020. (3.85 MB)
Specia L, Barrault L, Caglayan O, Duarte A, Elliott D, Gella S, Holzenberger N, Lala C, Lee SJ, Libovicky J, et al. Grounded Sequence to Sequence Transduction. IEEE Journal of Selected Topics in Signal Processing. 2020 ;14(3):577-591.
Muschik P. Learn2Sign : sign language recognition and translation using human keypoint estimation and transformer model Duarte A, Giró-i-Nieto X. 2020 . (5.32 MB)
Pérez-Granero P. 2D to 3D body pose estimation for sign language with Deep Learning McGuinness K, Giró-i-Nieto X. 2020 . (2.97 MB)

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