A Novel Connectionist System for Unconstrained Handwriting Recognition
作者： A. Graves , M. Liwicki , S. Fernandez , R. Bertolami , H. Bunke
关键词: Machine learning 、 Handwriting 、 Recurrent neural network 、 Artificial neural network 、 Language model 、 Artificial intelligence 、 Computer science 、 Intelligent character recognition 、 Speech recognition 、 Image segmentation 、 Hidden Markov model 、 Handwriting recognition 、 Sequence labeling 、 Word recognition 、 Cursive
摘要: … The offline data used in our experiments consists of gray… data, the normalizations for the offline data are applied to entire … of window positions in offline handwriting) are difficult to model …
acm.org
idsia.ch
computer.org
toronto.edu 
researchgate.net 参考文章(54)
SJ Young, NH Russell, Jhs Thornton, Token passing: a simple conceptual model for connected speech recognition systems University of Cambridge: Department of Engineering. ,(1989)
John S. Bridle, Probabilistic Interpretation of Feedforward Classification Network Outputs, with Relationships to Statistical Pattern Recognition NATO Neurocomputing. pp. 227- 236 ,(1990) , 10.1007/978-3-642-76153-9_28
Darren Moore, The IDIAP Smart Meeting Room IDIAP. ,(2002)
Roger Garside, Eric Atwell, Stig Johansson, Geoffrey Leech, The tagged LOB Corpus : user's manual Norwegian Computing Center for the Humanities. ,(1986)
Gerhard Rigoll, Joachim Schenk, Novel Hybrid NN/HMM Modelling Techniques for On-line Handwriting Recognition international conference on frontiers in handwriting recognition. ,(2006)
John F Kolen, Stefan C Kremer, Gradient Flow in Recurrent Nets: the Difficulty of Learning Long-Term Dependencies ,(2001)
A. Graves, J. Schmidhuber, Framewise phoneme classification with bidirectional LSTM networks international joint conference on neural network. ,vol. 4, pp. 2047- 2052 ,(2005) , 10.1109/IJCNN.2005.1556215
Yoshua Bengio, Markovian Models for Sequential Data ,(2004)
Herve A. Bourlard, Nelson Morgan, Connectionist Speech Recognition: A Hybrid Approach Kluwer Academic Publishers. ,(1993)
Jürgen Schmidhuber, Alex Graves, Santiago Fernández, Bidirectional LSTM networks for improved phoneme classification and recognition international conference on artificial neural networks. pp. 799- 804 ,(2005) , 10.1007/11550907_126