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Sign language recognition is a challenging and often underestimated problem comprising multi-modal articulators (handshape, orientation, movement, upper body and face) that integrate asynchronously on multiple streams.
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Gary J. Grimes · 1983
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Shinichi Tamura and Shingo Kawasaki · 1988
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Image processing system for interpreting motion in American Sign Language
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Purdue RVL-SLLL ASL Database for Automatic Recognition of American Sign Language
Avi C. Kak · 2002
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Sign language recognition using sensor gloves
Syed Atif Mehdi and Yasir Niaz Khan · 2002
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Helene Brashear, Thad Starner, Paul Lukowicz, and Holger Junker · 2003
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B. Loeding, S. Sarkar, A. Parashar, and A. Karshmer · 2004
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Morteza Zahedi, Daniel Keysers, Thomas Deselaers, and Hermann Ney · 2005
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How many people use asl in the united states? why estimates need updating
Ross E Mitchell, Travas A Young, BELLAMIE BACHELDA, and Michael A Karchmer · 2006
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Purdue RVL-SLLL American Sign Language Database
Ronnie Wilbur and Avinash C. Kak · 2006
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Jason E Zinza · 2006
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GSLC: Creation and Annotation of a Greek Sign Language Corpus for HCI
Eleni Efthimiou and Stavroula-Evita Fotinea · 2007
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Vassilis Athitsos, Carol Neidle, Stan Sclaroff, Joan Nash, Alexandra Stefan, Quan Yuan, and Ashwin Thangali · 2008
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Pavel Campr, Marek Hrúz, and Jana Trojanová · 2008
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Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
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Robert Y Wang and Jovan Popović · 2009
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Sign Language Corpora for Analysis, Processing and Evaluation
Annelies Braffort, Laurence Bolot, Emilie Chételat-Pelé, Annick Choisier, Maxime Delorme, Michael Filhol, Jérémie Segouat, Cyril Verrecchia, Flora Badin, and Nadège Devos · 2010
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Sign Language Recognition using Linguistically Derived Sub-Units…
Helen Cooper and Richard Bowden · 2010
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H. Cooper, N. Pugeault, and R. Bowden · 2011
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American sign language word recognition with a sensory glove using artificial neural networks
Cemil Oz and Ming C Leu · 2011
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Advances in phonetics-based sub-unit modeling for transcription alignment and sign language recognition
V. Pitsikalis, S. Theodorakis, C. Vogler, and P. Maragos · 2011
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Real-time sign language letter and word recognition from depth data
Dominique Uebersax, Juergen Gall, Michael Van den Bergh, and Luc Van Gool · 2011
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American sign language recognition with the kinect
Zahoor Zafrulla, Helene Brashear, Thad Starner, Harley Hamilton, and Peter Presti · 2011
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Sign Language technologies and resources of the Dicta-Sign project
Eleni Efthimiou, Stavroula-Evita Fotinea, Thomas Hanke, John Glauert, Richard Bowden, Annelies Braffort, Christophe Collet, Petros Maragos, and François Lefebvre-Albaret · 2012
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Batch normalization: Accelerating deep network training by reducing internal covariate shift
Sergey Ioffe and Christian Szegedy · 2015
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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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Facenet: A unified embedding for face recognition and clustering
Florian Schroff, Dmitry Kalenichenko, and James Philbin · 2015
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Going deeper with convolutions
Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, and Andrew Rabinovich · 2015
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Learning spatiotemporal features with 3d convolutional networks
Du Tran, Lubomir Bourdev, Rob Fergus, Lorenzo Torresani, and Manohar Paluri · 2015
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Marco Fagiani, Emanuele Principi, Stefano Squartini, and Francesco Piazza · 2012
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Dicta-Sign–building a multilingual sign language corpus
Silke Matthes, Thomas Hanke, Anja Regen, Jakob Storz, Satu Worseck, Eleni Efthimiou, Athanasia-Lida Dimou, Annelies Braffort, John Glauert, and Eva Safar · 2012
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Finding Recurrent Patterns from Continuous Sign Language Sentences for Automated Extraction of Signs
Sunita Nayak, Kester Duncan, Sudeep Sarkar, and Barbara Loeding · 2012
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Ucf101: A dataset of 101 human actions classes from videos in the wild
Khurram Soomro, Amir Roshan Zamir, and Mubarak Shah · 2012
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American sign language
W Vicars · 2012
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Modality Combination Techniques for Continuous Sign Language Recognition
Jens Forster, Christian Oberdörfer, Oscar Koller, and Hermann Ney · 2013
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Hmdb51: A large video database for human motion recognition
Hilde Kuehne, Hueihan Jhuang, Rainer Stiefelhagen, and Thomas Serre · 2013
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Christoph Feichtenhofer, Axel Pinz, and Andrew Zisserman · 2016
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Deep Sign: Hybrid CNN-HMM for Continuous Sign Language Recognition
Oscar Koller, Sepehr Zargaran, Hermann Ney, and Richard Bowden · 2016
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Ssd: Single shot multibox detector
Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, and Alexander C Berg · 2016
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Online detection and classification of dynamic hand gestures with recurrent 3d convolutional neural network
Pavlo Molchanov, Xiaodong Yang, Shalini Gupta, Kihwan Kim, Stephen Tyree, and Jan Kautz · 2016
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Convolutional pose machines
Shih-En Wei, Varun Ramakrishna, Takeo Kanade, and Yaser Sheikh · 2016
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Co-occurrence feature learning for skeleton based action recognition using regularized deep lstm networks
Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, Xiaohui Xie, et al · 2016
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Realtime multi-person 2d pose estimation using part affinity fields
Zhe Cao, Tomas Simon, Shih-En Wei, and Yaser Sheikh · 2017
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Quo vadis, action recognition? a new model and the kinetics dataset
Joao Carreira and Andrew Zisserman · 2017
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ASL-LEX: A lexical database of American Sign Language
Naomi K. Caselli, Zed Sevcikova Sehyr, Ariel M. Cohen-Goldberg, and Karen Emmorey · 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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Re-Sign: Re-Aligned End-To-End Sequence Modelling With Deep Recurrent CNN-HMMs
Oscar Koller, Sepehr Zargaran, and Hermann Ney · 2017
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Hand keypoint detection in single images using multiview bootstrapping
Tomas Simon, Hanbyul Joo, Iain Matthews, and Yaser Sheikh · 2017
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Neural Sign Language Translation
Cihan Camgoz, Simon Hadfield, Oscar Koller, Hermann Ney, and Richard Bowden · 2018
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Potion: Pose motion representation for action recognition
Vasileios Choutas, Philippe Weinzaepfel, Jérôme Revaud, and Cordelia Schmid · 2018
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A Deep Neural Framework for Continuous Sign Language Recognition by Iterative Training
R. Cui, H. Liu, and C. Zhang · 2018
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Video-based sign language recognition without temporal segmentation
Jie Huang, Wengang Zhou, Qilin Zhang, Houqiang Li, and Weiping Li · 2018
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Deep Sign: Enabling Robust Statistical Continuous Sign Language Recognition via Hybrid CNN-HMMs
Oscar Koller, Sepehr Zargaran, Hermann Ney, and Richard Bowden · 2018
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Improving the performance of unimodal dynamic hand-gesture recognition with multimodal training
Mahdi Abavisani, Hamid Vaezi Joze, and VM Patel · 2019
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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 · 2019
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