Fast multi-language LSTM-based online handwriting recognition
暂无分享,去创建一个
Victor Carbune | Alexander N. Daryin | Thomas Deselaers | Pedro Gonnet | Daniel Keysers | Li-Lun Wang | Sandro Feuz | Marcos Calvo Lafarga | Henry A. Rowley | Philippe Gervais
[1] Yoshua Bengio,et al. Drawing and Recognizing Chinese Characters with Recurrent Neural Network , 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[2] Venu Govindaraju,et al. IBM_UB_1: A Dual Mode Unconstrained English Handwriting Dataset , 2013, 2013 12th International Conference on Document Analysis and Recognition.
[3] Wojciech Zaremba,et al. An Empirical Exploration of Recurrent Network Architectures , 2015, ICML.
[4] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[5] Masaki Nakagawa,et al. The state of the art in Japanese online handwriting recognition compared to techniques in western handwriting recognition , 2003, Document Analysis and Recognition.
[6] Geoffrey E. Hinton,et al. Phoneme recognition using time-delay neural networks , 1989, IEEE Trans. Acoust. Speech Signal Process..
[7] Hung Tuan Nguyen,et al. ICFHR 2018 – Competition on Vietnamese Online Handwritten Text Recognition using HANDS-VNOnDB (VOHTR2018) , 2018, 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR).
[8] Alexander H. Waibel,et al. Online handwriting recognition: the NPen++ recognizer , 2001, International Journal on Document Analysis and Recognition.
[9] Tara N. Sainath,et al. Convolutional, Long Short-Term Memory, fully connected Deep Neural Networks , 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[10] Tao Wang,et al. End-to-end text recognition with convolutional neural networks , 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).
[11] Sergey Ioffe,et al. Rethinking the Inception Architecture for Computer Vision , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[12] Jin Hyung Kim,et al. Online Handwriting Recognition , 2014, Handbook of Document Image Processing and Recognition.
[13] Sargur N. Srihari,et al. On-Line and Off-Line Handwriting Recognition: A Comprehensive Survey , 2000, IEEE Trans. Pattern Anal. Mach. Intell..
[14] L. Prasanth,et al. HMM-Based Online Handwriting Recognition System for Telugu Symbols , 2007 .
[15] Christopher Kermorvant,et al. Dropout Improves Recurrent Neural Networks for Handwriting Recognition , 2013, 2014 14th International Conference on Frontiers in Handwriting Recognition.
[16] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[17] Navdeep Jaitly,et al. Towards End-To-End Speech Recognition with Recurrent Neural Networks , 2014, ICML.
[18] Nitish Srivastava,et al. Improving neural networks by preventing co-adaptation of feature detectors , 2012, ArXiv.
[19] D. Sculley,et al. Google Vizier: A Service for Black-Box Optimization , 2017, KDD.
[20] Daan van Esch,et al. Mining Training Data for Language Modeling Across the World's Languages , 2018, SLTU.
[21] Simon Haykin,et al. GradientBased Learning Applied to Document Recognition , 2001 .
[22] Volkmar Frinken,et al. Deep BLSTM neural networks for unconstrained continuous handwritten text recognition , 2015, 2015 13th International Conference on Document Analysis and Recognition (ICDAR).
[23] Jun Du,et al. A GRU-Based Encoder-Decoder Approach with Attention for Online Handwritten Mathematical Expression Recognition , 2017, 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR).
[24] Jürgen Schmidhuber,et al. LSTM recurrent networks learn simple context-free and context-sensitive languages , 2001, IEEE Trans. Neural Networks.
[25] A. Waibel,et al. Connectionist Viterbi training: a new hybrid method for continuous speech recognition , 1990, International Conference on Acoustics, Speech, and Signal Processing.
[26] Marcus Liwicki,et al. IAM-OnDB - an on-line English sentence database acquired from handwritten text on a whiteboard , 2005, Eighth International Conference on Document Analysis and Recognition (ICDAR'05).
[27] Yoshua Bengio,et al. LeRec: A NN/HMM Hybrid for On-Line Handwriting Recognition , 1995, Neural Computation.
[28] Fei Yin,et al. ICDAR 2011 Chinese Handwriting Recognition Competition , 2011, 2011 International Conference on Document Analysis and Recognition.
[29] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[30] Thorsten Brants,et al. Large Language Models in Machine Translation , 2007, EMNLP.
[31] Daan van Esch,et al. Text Normalization Infrastructure that Scales to Hundreds of Language Varieties , 2018, LREC.
[32] Kuldip K. Paliwal,et al. Bidirectional recurrent neural networks , 1997, IEEE Trans. Signal Process..
[33] Tara N. Sainath,et al. Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups , 2012, IEEE Signal Processing Magazine.
[34] Umapada Pal,et al. Improved BLSTM Neural Networks for Recognition of On-Line Bangla Complex Words , 2014, S+SSPR.
[35] Victor Carbune,et al. Multi-Language Online Handwriting Recognition , 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[36] Natasha Dejdumrong,et al. Approximating Online Handwritten Image by Bézier Curve , 2012, 2012 Ninth International Conference on Computer Graphics, Imaging and Visualization.
[37] Fei Yin,et al. Online and offline handwritten Chinese character recognition: Benchmarking on new databases , 2013, Pattern Recognit..
[38] Richard F. Lyon,et al. Combining Neural Networks and Context-Driven Search for On-Line, Printed Handwriting Recognition in the Newton , 1996, Neural Networks: Tricks of the Trade.
[39] Marcus Liwicki,et al. Combining diverse systems for handwritten text line recognition , 2009, Machine Vision and Applications.
[40] Jeffrey Dean,et al. Distributed Representations of Words and Phrases and their Compositionality , 2013, NIPS.
[41] Jun Sun,et al. Accelerating and Compressing LSTM Based Model for Online Handwritten Chinese Character Recognition , 2018, 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR).
[42] Anirudha Joshi,et al. Text Entry in Indian Languages on Mobile: User Perspectives , 2014, IHCI.
[43] Karel Driesen,et al. Sequence-to-Label Script Identification for Multilingual OCR , 2017, 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR).
[44] HuJianying,et al. HMM Based On-Line Handwriting Recognition , 1996 .
[45] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[46] Tara N. Sainath,et al. Deep Convolutional Neural Networks for Large-scale Speech Tasks , 2015, Neural Networks.
[47] Jürgen Schmidhuber,et al. Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks , 2006, ICML.
[48] Richard F. Lyon,et al. Combining Neural Networks and Context-Driven Search for Online, Printed Handwriting Recognition in the NEWTON , 1998, AI Mag..
[49] M. Tahar Kechadi,et al. Preprocessing Techniques for Online Handwriting Recognition , 2009, Intelligent Text Categorization and Clustering.
[50] T. Munich,et al. Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks , 2008, NIPS.
[51] Jürgen Schmidhuber,et al. Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks , 2007, NIPS.
[52] James A. Pittman,et al. Handwriting Recognition: Tablet PC Text Input , 2007, Computer.