Off-line Cursive Handwriting Recognition using Recurrent Neural Networks

[1]  D. Hubel,et al.  Receptive fields, binocular interaction and functional architecture in the cat's visual cortex , 1962, The Journal of physiology.

[2]  H. Bouma Visual recognition of isolated lower-case letters. , 1971, Vision research.

[3]  Robert M. Gray,et al.  An Algorithm for Vector Quantizer Design , 1980, IEEE Trans. Commun..

[4]  M. Berthod,et al.  Automatic recognition of handprinted characters—The state of the art , 1980, Proceedings of the IEEE.

[5]  Ralph Norman Haber,et al.  Visual Components of the Reading Process. , 1981 .

[6]  I. Taylor,et al.  The Psychology of Reading , 1983 .

[7]  R. Gray,et al.  Vector quantization , 1984, IEEE ASSP Magazine.

[8]  Ching Y. Suen,et al.  A fast parallel algorithm for thinning digital patterns , 1984, CACM.

[9]  Gabriella Sanniti di Baja,et al.  A Width-Independent Fast Thinning Algorithm , 1985, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[10]  Sargur N. Srihari Document Image Understanding , 1986, FJCC.

[11]  L. Rabiner,et al.  An introduction to hidden Markov models , 1986, IEEE ASSP Magazine.

[12]  John F. Canny,et al.  A Computational Approach to Edge Detection , 1986, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[13]  Peter F. Brown,et al.  The acoustic-modeling problem in automatic speech recognition , 1987 .

[14]  Chau Hung Poon,et al.  The recognition of cursive script , 1987 .

[15]  Scott E. Fahlman,et al.  An empirical study of learning speed in back-propagation networks , 1988 .

[16]  Robert A. Jacobs,et al.  Increased rates of convergence through learning rate adaptation , 1987, Neural Networks.

[17]  Yoshihiro Mori,et al.  Neural Networks that Learn to Discriminate Similar Kanji Characters , 1988, NIPS.

[18]  Réjean Plamondon,et al.  Automatic signature verification and writer identification - the state of the art , 1989, Pattern Recognit..

[19]  F. Leymarie Tracking and Describing Deformable Objects Using Active Contour Models , 1990 .

[20]  Andrew Blake,et al.  The dynamic analysis of apparent contours , 1990, [1990] Proceedings Third International Conference on Computer Vision.

[21]  V. K. Govindan,et al.  Character recognition - A review , 1990, Pattern Recognit..

[22]  Barak A. Pearlmutter Dynamic recurrent neural networks , 1990 .

[23]  Renato De Mori,et al.  A Cache-Based Natural Language Model for Speech Recognition , 1990, IEEE Trans. Pattern Anal. Mach. Intell..

[24]  T. J. Stonham,et al.  A fully integrated hand-printed character recognition system using artificial neural networks , 1991 .

[25]  Fumitaka Kimura,et al.  Handwritten numerical recognition based on multiple algorithms , 1991, Pattern Recognit..

[26]  D. G. Elliman,et al.  A comparison of two neural networks for hand-printed character recognition , 1991 .

[27]  Frank Fallside,et al.  A recurrent error propagation network speech recognition system , 1991 .

[28]  Frederick Jelinek,et al.  Up from trigrams! - the struggle for improved language models , 1991, EUROSPEECH.

[29]  Y. Idan,et al.  Handwritten digits recognition by a supervised Kohonen-like learning algorithm , 1991, [Proceedings] 1991 IEEE International Joint Conference on Neural Networks.

[30]  Daniel J. Hepp Application of back-propagation to the recognition of handwritten digits using morphologically derived features , 1991, Electronic Imaging.

[31]  Ching Y. Suen,et al.  Historical review of OCR research and development , 1992, Proc. IEEE.

[32]  J.-C. Simon,et al.  Off-line cursive word recognition , 1992, Proc. IEEE.

[33]  Ching Y. Suen,et al.  Thinning Methodologies - A Comprehensive Survey , 1992, IEEE Trans. Pattern Anal. Mach. Intell..

[34]  C. Taylor,et al.  Active shape models - 'Smart Snakes'. , 1992 .

[35]  Theo Pavlidis,et al.  Applications of splines to shape description , 1992 .

[36]  Lokendra Shastri,et al.  Character Recognition Using A Modular Spatiotemporal Connectionist Model , 1992 .

[37]  Hervé Bourlard,et al.  Connectionist speech recognition , 1993 .

[38]  Ching Y. Suen,et al.  Extraction of key letters for cursive script recognition , 1993, Pattern Recognit. Lett..

[39]  Ching Y. Suen,et al.  Combination of multiple classifiers with measurement values , 1993, Proceedings of 2nd International Conference on Document Analysis and Recognition (ICDAR '93).

[40]  Fumitaka Kimura,et al.  Improvements of a lexicon directed algorithm for recognition of unconstrained handwritten words , 1993, Proceedings of 2nd International Conference on Document Analysis and Recognition (ICDAR '93).

[41]  Eugene Charniak,et al.  Statistical language learning , 1997 .

[42]  Yoram Singer,et al.  Dynamical encoding of cursive handwriting , 1993, Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.

[43]  Theodosios Pavlidis,et al.  Recognition of printed text under realistic conditions , 1993, Pattern Recognit. Lett..

[44]  Yves Lecourtier,et al.  Recognition of handwritten sentences using a restricted lexicon , 1993, Pattern Recognit..

[45]  Timothy F. Cootes,et al.  A Generic System For Classifying Variable Objects Using Flexible Template Matching , 1993, BMVC.

[46]  Frank Fallside,et al.  Using constrained snakes for feature spotting in off-line cursive script , 1993, Proceedings of 2nd International Conference on Document Analysis and Recognition (ICDAR '93).

[47]  Yoram Singer,et al.  Decoding Cursive Scripts , 1993, NIPS.

[48]  Michael Maurice Hochberg A comparison of state-duration modeling techniques for connected speech recognition , 1993 .

[49]  Ulrich Bodenhausen,et al.  A connectionist recognizer for on-line cursive handwriting recognition , 1994, Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing.

[50]  Isabelle Guyon,et al.  On-line cursive script recognition using time-delay neural networks and hidden Markov models , 1994, Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing.

[51]  Jonathan J. Hull,et al.  A Database for Handwritten Text Recognition Research , 1994, IEEE Trans. Pattern Anal. Mach. Intell..

[52]  Bernhard E. Boser,et al.  Pattern Recognition with Optimal Margin Classifiers , 1994 .

[53]  Steve Renals,et al.  IPA: improved phone modelling with recurrent neural networks , 1994, Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing.

[54]  Hans-Leo Teulings,et al.  Invariant Handwriting Features Useful in Cursive-Script Recognition , 1994 .

[55]  M. Garris NIST form-based handprint recognition system , 1994 .

[56]  Yoshua Bengio,et al.  Learning long-term dependencies with gradient descent is difficult , 1994, IEEE Trans. Neural Networks.

[57]  A. W. Senior Normalisation and Preprocessing for a Recurrent Network Off-line Handwriting Recognition System , 1994 .

[58]  Olivier Baret,et al.  Cursive Word Recognition: Methods and Strategies , 1994 .

[59]  Idiap a System for the Oo-line Recognition of Handwritten Text , 1994 .

[60]  Sebastiano Impedovo,et al.  Fundamentals in Handwriting Recognition , 1994, NATO ASI Series.

[61]  Steve Renals,et al.  DECODER TECHNOLOGY FOR CONNECTIONIST LARGE VOCABULARY SPEECH RECOGNITION , 1995 .

[62]  Mr. Awasare Bhushan,et al.  Handwritten Script Recognition , .