Neural Sign Language Translation
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Hermann Ney | Oscar Koller | Richard Bowden | Simon Hadfield | Necati Cihan Camgöz | R. Bowden | H. Ney | Simon Hadfield | Oscar Koller
[1] Guang Li,et al. Sign Language Recognition and Translation with Kinect , 2013 .
[2] Yoshua Bengio,et al. On the Properties of Neural Machine Translation: Encoder–Decoder Approaches , 2014, SSST@EMNLP.
[3] Guigang Zhang,et al. Deep Learning , 2016, Int. J. Semantic Comput..
[4] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[5] Geoffrey E. Hinton,et al. Speech recognition with deep recurrent neural networks , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.
[6] Juan Carlos Niebles,et al. Connectionist Temporal Modeling for Weakly Supervised Action Labeling , 2016, ECCV.
[7] Simon Haykin,et al. GradientBased Learning Applied to Document Recognition , 2001 .
[8] Hermann Ney,et al. RWTH-PHOENIX-Weather: A Large Vocabulary Sign Language Recognition and Translation Corpus , 2012, LREC.
[9] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[10] Richard Bowden,et al. Learning signs from subtitles: A weakly supervised approach to sign language recognition , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.
[11] Richard Bowden,et al. Sign Language Recognition , 2011, Visual Analysis of Humans.
[12] Xilin Chen,et al. Iterative Reference Driven Metric Learning for Signer Independent Isolated Sign Language Recognition , 2016, ECCV.
[13] Jürgen Schmidhuber,et al. Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks , 2006, ICML.
[14] Yoshua Bengio,et al. Understanding the difficulty of training deep feedforward neural networks , 2010, AISTATS.
[15] Hermann Ney,et al. Re-Sign: Re-Aligned End-to-End Sequence Modelling with Deep Recurrent CNN-HMMs , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[16] Hermann Ney,et al. Using viseme recognition to improve a sign language translation system , 2013, IWSLT.
[17] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[18] Quoc V. Le,et al. Sequence to Sequence Learning with Neural Networks , 2014, NIPS.
[19] Harold L. Somers,et al. Building a sign language corpus for use in machine translation , 2010 .
[20] Yann Dauphin,et al. Convolutional Sequence to Sequence Learning , 2017, ICML.
[21] Jeffrey Dean,et al. Efficient Estimation of Word Representations in Vector Space , 2013, ICLR.
[22] George Kurian,et al. Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation , 2016, ArXiv.
[23] P. Cochat,et al. Et al , 2008, Archives de pediatrie : organe officiel de la Societe francaise de pediatrie.
[24] Marion Kee,et al. Analysis , 2004, Machine Translation.
[25] Lale Akarun,et al. BosphorusSign: A Turkish Sign Language Recognition Corpus in Health and Finance Domains , 2016, LREC.
[26] Hermann Ney,et al. Continuous sign language recognition: Towards large vocabulary statistical recognition systems handling multiple signers , 2015, Comput. Vis. Image Underst..
[27] Phil Blunsom,et al. Recurrent Continuous Translation Models , 2013, EMNLP.
[28] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[29] Hermann Ney,et al. Deep Sign: Hybrid CNN-HMM for Continuous Sign Language Recognition , 2016, BMVC.
[30] Andrew Zisserman,et al. Learning sign language by watching TV (using weakly aligned subtitles) , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.
[31] Jordan Fenlon,et al. Building the British Sign Language Corpus , 2013 .
[32] Hermann Ney,et al. Analysis, preparation, and optimization of statistical sign language machine translation , 2012, Machine Translation.
[33] Yoshua Bengio,et al. Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling , 2014, ArXiv.
[34] Thomas Hanke,et al. DGS Corpus & Dicta-Sign: The Hamburg Studio Setup , 2010 .
[35] Andrew Zisserman,et al. Automatic and Efficient Human Pose Estimation for Sign Language Videos , 2013, International Journal of Computer Vision.
[36] Nicolas Pugeault,et al. Sign language recognition using sub-units , 2012, J. Mach. Learn. Res..
[37] Andrew Zisserman,et al. Large-scale Learning of Sign Language by Watching TV (Using Co-occurrences) , 2013, BMVC.
[38] Hermann Ney,et al. Extensions of the Sign Language Recognition and Translation Corpus RWTH-PHOENIX-Weather , 2014, LREC.
[39] Varun Ramakrishna,et al. Convolutional Pose Machines , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[40] Geoffrey E. Hinton,et al. Deep Learning , 2015, Nature.
[41] Naftali Tishby,et al. Opening the Black Box of Deep Neural Networks via Information , 2017, ArXiv.
[42] Alexander J. Smola,et al. Efficient mini-batch training for stochastic optimization , 2014, KDD.
[43] Chong Wang,et al. Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin , 2015, ICML.
[44] Salim Roukos,et al. Bleu: a Method for Automatic Evaluation of Machine Translation , 2002, ACL.
[45] Hermann Ney,et al. Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data is Continuous and Weakly Labelled , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[46] Nicolas Pugeault,et al. Sign Language Recognition using Sequential Pattern Trees , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[47] Trevor Darrell,et al. Long-term recurrent convolutional networks for visual recognition and description , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[48] Yoshua Bengio,et al. Show, Attend and Tell: Neural Image Caption Generation with Visual Attention , 2015, ICML.
[49] Yaser Sheikh,et al. OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields , 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[50] Yoshua Bengio,et al. Neural Machine Translation by Jointly Learning to Align and Translate , 2014, ICLR.
[51] Joon Son Chung,et al. Lip Reading Sentences in the Wild , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[52] Chin-Yew Lin,et al. ROUGE: A Package for Automatic Evaluation of Summaries , 2004, ACL 2004.
[53] Christopher D. Manning,et al. Effective Approaches to Attention-based Neural Machine Translation , 2015, EMNLP.
[54] W. Stokoe. Sign Language Structure , 1980 .
[55] Graham Neubig,et al. Neural Machine Translation and Sequence-to-sequence Models: A Tutorial , 2017, ArXiv.
[56] Changshui Zhang,et al. Recurrent Convolutional Neural Networks for Continuous Sign Language Recognition by Staged Optimization , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[57] Li Fei-Fei,et al. ImageNet: A large-scale hierarchical image database , 2009, CVPR.
[58] Hermann Ney,et al. Deep Learning of Mouth Shapes for Sign Language , 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW).
[59] Naftali Tishby,et al. Deep learning and the information bottleneck principle , 2015, 2015 IEEE Information Theory Workshop (ITW).
[60] Stan Sclaroff,et al. Sign Language Spotting with a Threshold Model Based on Conditional Random Fields , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.