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Sign languages are visual languages, with vocabularies as rich as their spoken language counterparts.
Sign Language Structure
William C Stokoe · 1980
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Using Dynamic Time Warping to Find Patterns in Time Series
Donald J Berndt and James Clifford · 1994
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Isolated Sign Language Recognition using Hidden Markov Models
Kirsti Grobel and Marcell Assan · 1997
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TESSA, a System to Aid Communication with Deaf People
Stephen Cox, Michael Lincoln, Judy Tryggvason, Melanie Nakisa, Mark Wells, Marcus Tutt, and Sanja Abbott · 2002
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Minimal Training, Large Lexicon, Unconstrained Sign Language Recognition
Timor Kadir, Richard Bowden, Eng-Jon Ong, and Andrew Zisserman · 2004
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Image Quality Assessment: From Error Visibility to Structural Similarity
Zhou Wang, Alan C Bovik, Hamid R Sheikh, and Eero P Simoncelli · 2004
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Large Lexicon Detection of Sign Language
Helen Cooper and Richard Bowden · 2007
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Educational Resources and Implementation of a Greek Sign Language Synthesis Architecture
Kostas Karpouzis, George Caridakis, S-E Fotinea, and Eleni Efthimiou · 2007
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Long-Distance Coarticulation: A Production and Perception Study of English and American Sign Language
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A Study of Sign Language Coarticulation
Jérémie Segouat · 2009
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DGS Corpus & Dicta-Sign: The Hamburg Studio Setup
Thomas Hanke, Lutz König, Sven Wagner, and Silke Matthes · 2010
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RWTH-PHOENIX-Weather: A Large Vocabulary Sign Language Recognition and Translation Corpus
Jens Forster, Christoph Schmidt, Thomas Hoyoux, Oscar Koller, Uwe Zelle, Justus H Piater, and Hermann Ney · 2012
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Extensions of the Sign Language Recognition and Translation Corpus RWTH-PHOENIX-Weather
Jens Forster, Christoph Schmidt, Oscar Koller, Martin Bellgardt, and Hermann Ney · 2014
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Generative Adversarial Nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
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Very Deep Convolutional Networks for Large-Scale Image Recognition
Karen Simonyan and Andrew Zisserman · 2014
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Continuous Sign Language Recognition: Towards Large Vocabulary Statistical Recognition Systems Handling Multiple Signers
Oscar Koller, Jens Forster, and Hermann Ney · 2015
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Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
Alec Radford, Luke Metz, and Soumith Chintala · 2015
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U-net: Convolutional Networks for Biomedical Image Segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015
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Perceptual Losses for Real-Time Style Transfer and Super-Resolution
Justin Johnson, Alexandre Alahi, and Li Fei-Fei · 2016
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Automated Technique for Real-Time Production of Lifelike Animations of American Sign Language
John McDonald, Rosalee Wolfe, Jerry Schnepp, Julie Hochgesang, Diana Gorman Jamrozik, Marie Stumbo, Larwan Berke, Melissa Bialek, and Farah Thomas · 2016
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Generating Videos with Scene Dynamics
Carl Vondrick, Hamed Pirsiavash, and Antonio Torralba · 2016
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OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
Zhe Cao, Gines Hidalgo, Tomas Simon, Shih-En Wei, and Yaser Sheikh · 2017
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Recurrent Convolutional Neural Networks for Continuous Sign Language Recognition by Staged Optimization
Runpeng Cui, Hu Liu, and Changshui Zhang · 2017
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Sign Language Interpreting in the Workplace
Jules Dickinson · 2017
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GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium
Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, and Sepp Hochreiter · 2017
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Image-to-Image Translation with Conditional Adversarial Networks
Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, and Alexei A Efros · 2017
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Pose Guided Person Image Generation
Liqian Ma, Xu Jia, Qianru Sun, Bernt Schiele, Tinne Tuytelaars, and Luc Van Gool · 2017
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Coarticulation Analysis for Sign Language Synthesis
Lucie Naert, Caroline Larboulette, and Sylvie Gibet · 2017
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Automatic Differentiation in PyTorch
Adam Paszke, Sam Gross, Soumith Chintala, Gregory Chanan, Edward Yang, Zachary DeVito, Zeming Lin, Alban Desmaison, Luca Antiga, and Adam Lerer · 2017
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Attention Is All You Need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models
Egor Zakharov, Aliaksandra Shysheya, Egor Burkov, and Victor Lempitsky · 2019
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Dance Dance Generation: Motion Transfer for Internet Videos
Yipin Zhou, Zhaowen Wang, Chen Fang, Trung Bui, and Tamara Berg · 2019
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Progressive Pose Attention Transfer for Person Image Generation
Zhen Zhu, Tengteng Huang, Baoguang Shi, Miao Yu, Bofei Wang, and Xiang Bai · 2019
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Sign Language Transformers: Joint End-to-end Sign Language Recognition and Translation
Necati Cihan Camgöz, Oscar Koller, Simon Hadfield, and Richard Bowden · 2020
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Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning
Yu Deng, Jiaolong Yang, Dong Chen, Fang Wen, and Xin Tong · 2020
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Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
Jun-Yan Zhu, Taesung Park, Phillip Isola, and Alexei A Efros · 2017
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Synthesizing Images of Humans in Unseen Poses
Guha Balakrishnan, Amy Zhao, Adrian V Dalca, Fredo Durand, and John Guttag · 2018
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Production and Comprehension of Prosodic Markers in Sign Language Imperatives
Diane Brentari, Joshua Falk, Anastasia Giannakidou, Annika Herrmann, Elisabeth Volk, and Markus Steinbach · 2018
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Neural Sign Language Translation
Necati Cihan Camgöz, Simon Hadfield, Oscar Koller, Hermann Ney, and Richard Bowden · 2018
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Public DGS Corpus: Annotation Conventions
Reiner Konrad, Thomas Hanke, Gabriele Langer, Susanne König, Lutz König, Rie Nishio, and Anja Regen · 2018
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Deformable GANs for Pose-Based Human Image Generation
Aliaksandr Siarohin, Enver Sangineto, Stéphane Lathuiliere, and Nicu Sebe · 2018
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Oscar Koller · 2020
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CONFIG: Controllable Neural Face Image Generation
Marek Kowalski, Stephan J Garbin, Virginia Estellers, Tadas Baltrušaitis, Matthew Johnson, and Jamie Shotton · 2020
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World-Consistent Video-to-Video Synthesis
Arun Mallya, Ting-Chun Wang, Karan Sapra, and Ming-Yu Liu · 2020
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Controllable Person Image Synthesis with Attribute-Decomposed GAN
Yifang Men, Yiming Mao, Yuning Jiang, Wei-Ying Ma, and Zhouhui Lian · 2020
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Adversarial Training for Multi-Channel Sign Language Production
Ben Saunders, Necati Cihan Camgöz, and Richard Bowden · 2020
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Progressive Transformers for End-to-End Sign Language Production
Ben Saunders, Necati Cihan Camgöz, and Richard Bowden · 2020
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Text2Sign: Towards Sign Language Production using Neural Machine Translation and Generative Adversarial Networks
Stephanie Stoll, Necati Cihan Camgöz, Simon Hadfield, and Richard Bowden · 2020
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XingGAN for Person Image Generation
Hao Tang, Song Bai, Li Zhang, Philip HS Torr, and Nicu Sebe · 2020
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Can Everybody Sign Now? Exploring Sign Language Video Generation from 2D Poses
Lucas Ventura, Amanda Duarte, and Xavier Giró-i Nieto · 2020
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GAC-GAN: A General Method for Appearance-Controllable Human Video Motion Transfer
Dongxu Wei, Xiaowei Xu, Haibin Shen, and Kejie Huang · 2020
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MM-Hand: 3D-Aware Multi-Modal Guided Hand Generative Network for 3D Hand Pose Synthesis
Zhenyu Wu, Duc Hoang, Shih-Yao Lin, Yusheng Xie, Liangjian Chen, Yen-Yu Lin, Zhangyang Wang, and Wei Fan · 2020
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Neural Sign Language Synthesis: Words Are Our Glosses
Jan Zelinka and Jakub Kanis · 2020
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Content4All Open Research Sign Language Translation Datasets
Necati Cihan Camgöz, Ben Saunders, Guillaume Rochette, Marco Giovanelli, Giacomo Inches, Robin Nachtrab-Ribback, and Richard Bowden · 2021
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Towards Fast and High-Quality Sign Language Production
Wencan Huang, Wenwen Pan, Zhou Zhao, and Qi Tian · 2021
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Data Augmentation for Sign Language Gloss Translation
Amit Moryossef, Kayo Yin, Graham Neubig, and Yoav Goldberg · 2021
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AnonySign: Novel Human Appearance Synthesis for Sign Language Video Anonymisation
Ben Saunders, Necati Cihan Camgöz, and Richard Bowden · 2021
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Continuous 3D Multi-Channel Sign Language Production via Progressive Transformers and Mixture Density Networks
Ben Saunders, Necati Cihan Camgöz, and Richard Bowden · 2021
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Mixed SIGNals: Sign Language Production via a Mixture of Motion Primitives
Ben Saunders, Necati Cihan Camgöz, and Richard Bowden · 2021
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Skeletal Graph Self-Attention: Embedding a Skeleton Inductive Bias into Sign Language Production
Ben Saunders, Necati Cihan Camgoz, and Richard Bowden · 2021
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