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Existing work on sign language translation - that is, translation from sign language videos into sentences in a written language - has focused mainly on (1) data collected in a controlled environment or (2) data in a specific domain, which limits the applicability to real-world settings.
Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
Earlier work this paper cites.
Two-frame motion estimation based on polynomial expansion
Gunnar Farnebäck. 2003 · 2003
Earlier work this paper cites.
ROUGE: A package for automatic evaluation of summaries
Chin-Yew Lin. 2004 · 2004
Earlier work this paper cites.
Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks
Alex Graves, Santiago Fernández, Faustino J. Gomez, and Jürgen Schmidhuber. 2006 · 2006
Earlier work this paper cites.
Purdue RVL-SLLL American Sign Language Database
R. B. Wilbur et al. 2006 · 2006
Earlier work this paper cites.
Speech recognition techniques for a sign language recognition system
Philippe Dreuw, David Rybach, Thomas Deselaers, Morteza Zahedi, and Hermann Ney. 2007 · 2007
Earlier work this paper cites.
Occurrence of mouthings in American Sign Language: A preliminary study , pages 35–62. De Gruyter Mouton
Marie A. Nadolske and Rachel Rosenstock. 2008 · 2008
Earlier work this paper cites.
Learning sign language by watching tv (using weakly aligned subtitles)
Patrick Buehler, Andrew Zisserman, and Mark Everingham. 2009 · 2009
Earlier work this paper cites.
Dlib-ml: A machine learning toolkit
Davis E. King. 2009 · 2009
Earlier work this paper cites.
TSPNet: Hierarchical feature learning via temporal semantic pyramid for sign language translation
Dongxu Li, Chenchen Xu, Xin Yu, Kaihao Zhang, Ben Swift, Hanna Suominen, and Hongdong Li. 2020b · 2010
Earlier work this paper cites.
ADAM: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2015 · 2015
Earlier work this paper cites.
Quo vadis, action recognition? a new model and the kinetics dataset
João Carreira and Andrew Zisserman. 2017 · 2017
Earlier work this paper cites.
Attention is all you need
Ashish Vaswani, Noam M. Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017 · 2017
Earlier work this paper cites.
Neural sign language translation
Necati Cihan Camgoz, Simon Hadfield, Oscar Koller, Hermann Ney, and Richard Bowden. 2018 · 2018
Cited alongside, same era.
American sign language fingerspelling recognition in the wild
Bowen Shi, Aurora Martinez Del Rio, Jonathan Keane, Jonathan Michaux, Diane Brentari, Gregory Shakhnarovich, and Karen Livescu. 2018 · 2018
Cited alongside, same era.
Sign language recognition, generation, and translation: An interdisciplinary perspective
Danielle Bragg, Oscar Koller, Mary Bellard, Larwan Berke, Patrick Boudreault, Annelies Braffort, Naomi K. Caselli, Matt Huenerfauth, Hernisa Kacorri, Tessa Verhoef, Christian Vogler, and Meredith Ringel Morris. 2019 · 2019
Cited alongside, same era.
Neural sign language translation based on human keypoint estimation
S. Ko, C. Kim, H. Jung, and C. Cho. 2019 · 2019
Cited alongside, same era.
Fingerspelling recognition in the wild with iterative visual attention
Bowen Shi, Aurora Martinez Del Rio, Jonathan Keane, Diane Brentari, Greg Shakhnarovich, and Karen Livescu. 2019 · 2019
Cited alongside, same era.
BOBSL: BBC-Oxford British Sign Language Dataset
Samuel Albanie, Gül Varol, Liliane Momeni, Hannah Bull, Triantafyllos Afouras, Himel Chowdhury, Neil Fox, Bencie Woll, Rob Cooper, Andrew McParland, and Andrew Zisserman. 2021 · 2021
Later among the works it cites.
Aligning subtitles in sign language videos
Hannah Bull, Triantafyllos Afouras, Gül Varol, Samuel Albanie, Liliane Momeni, and Andrew Zisserman. 2021 · 2021
Later among the works it cites.
Content4all open research sign language translation datasets
N. C. Camgoz, B. Saunders, G. Rochette, M. Giovanelli, G. Inches, R. Nachtrab-Ribback, and R. Bowden. 2021 · 2021
Later among the works it cites.
How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language
Amanda Duarte, Shruti Palaskar, Lucas Ventura, Deepti Ghadiyaram, Kenneth DeHaan, Florian Metze, Jordi Torres, and Xavier Giro-i Nieto. 2021 · 2021
Later among the works it cites.
Skeleton-aware neural sign language translation
Shiwei Gan, Yafeng Yin, Zhiwei Jiang, Linfu Xie, and Sanglu Lu. 2021 · 2021
Later among the works it cites.
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Deep high-resolution representation learning for human pose estimation
Ke Sun, Bin Xiao, Dong Liu, and Jingdong Wang. 2019 · 2019
Cited alongside, same era.
BSL-1K: Scaling up co-articulated sign language recognition using mouthing cues
Samuel Albanie, Gül Varol, Liliane Momeni, Triantafyllos Afouras, Joon Son Chung, Neil Fox, and Andrew Zisserman. 2020 · 2020
Cited alongside, same era.
Weakly supervised learning with multi-stream cnn-lstm-hmms to discover sequential parallelism in sign language videos
Oscar Koller, Necati Cihan Camgoz, Hermann Ney, and Richard Bowden. 2020 · 2020
Cited alongside, same era.
Watch, read and lookup: learning to spot signs from multiple supervisors
Liliane Momeni, Gül Varol, Samuel Albanie, Triantafyllos Afouras, and Andrew Zisserman. 2020 · 2020
Cited alongside, same era.
Neural sign language translation by learning tokenization
Alptekin Orbay and Lale Akarun. 2020 · 2020
Cited alongside, same era.
BLEURT: Learning robust metrics for text generation
Thibault Sellam, Dipanjan Das, and Ankur P Parikh. 2020 · 2020
Cited alongside, same era.
Better sign language translation with STMC-Transformer
Kayo Yin and Jesse Read. 2020 · 2020
Cited alongside, same era.
Sign language recognition: A deep survey
Razieh Rastgoo, Kourosh Kiani, and Sergio Escalera. 2021 · 2021
Later among the works it cites.
Fingerspelling detection in american sign language
Bowen Shi, Diane Brentari, Greg Shakhnarovich, and Karen Livescu. 2021 · 2021
Later among the works it cites.
Proceedings of the 1st international workshop on automatic translation for signed and spoken languages (at4ssl)
Dimitar Shterionov. 2021 · 2021
Later among the works it cites.
Read and attend: Temporal localisation in sign language videos
Gül Varol, Liliane Momeni, Samuel Albanie, Triantafyllos Afouras, and Andrew Zisserman. 2021 · 2021
Later among the works it cites.
Including signed languages in natural language processing
K. Yin, A. Moryossef, J. Hochgesang, Y. Goldberg, and M. Alikhani. 2021 · 2021
Later among the works it cites.
Improving sign language translation with monolingual data by sign back-translation
Hao Zhou, Wen gang Zhou, Weizhen Qi, Junfu Pu, and Houqiang Li. 2021 · 2021
Later among the works it cites.
A simple multi-modality transfer learning baseline for sign language translation
Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, and Stephen Lin. 2022 · 2022
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