User Tools

Site Tools


public:publications

Scientific publications

See also : Talks

2016 (7)

  • Théodore Bluche, Christopher Kermorvant, Hermann Ney, Jérôme Louradour (2016) La CTC et son intrigant label blank - Étude comparative de méthodes d’entraînement de ré- seaux de neurones pour la reconnaissance d’écriture. In Colloque International Francophone sur l'Ecrit et le Document (CIFED). PAPER bibtex
  • Théodore Bluche, Dominique Stutzmann, Christopher Kermorvant (2016) Automatic Handwritten Character Segmentation for Paleographical Character Shape Analysis. In International Workshop on Document Analysis Systems (DAS). bibtex
  • Dominique Stutzmann, Théodore Bluche, Christopher Kermorvant, Véronique Englin, Nicole Vincent, Yann Leydier, Florence Cloppet (2016) Text-Image Alignment and Automated Letter-form Classification: Reading vs. Looking at. In Second International Conference on Natural Sciences and Technology in Manuscript Analysis. bibtex
  • Théodore Bluche, Ronaldo Messina (2016) Faster Segmentation-Free Handwritten Chinese Text Recognition with Character Decompositions.. In International Conference on Frontiers in Handwriting Recognition (ICFHR). PAPER bibtex
  • Xi Shen, Ronaldo Messina (2016) A method of synthesizing handwritten Chinese images for data augmentation.. In International Conference on Frontiers in Handwriting Recognition (ICFHR). PAPER bibtex
  • Bastien Moysset, Jérôme Louradour, Christopher Kermorvant, Christian Wolf (2016) Learning text-line localization with shared and local regression neural networks.. In International Conference on Frontiers in Handwriting Recognition (ICFHR). PAPER bibtex
  • Théodore Bluche (2016) Joint Line Segmentation and Transcription for End-to-End Handwritten Paragraph Recognition.. In 29th Conference on Neural Information Processing Systems (NIPS). bibtex

2015 (8)

  • Ronaldo Messina, Jérôme Louradour (2015) Segmentation-free Handwritten Chinese Text Recognition with LSTM-RNN. In International Conference of Document Analysis and Recognition (ICDAR). PAPER SLIDES bibtex
  • Mohamed Faouzi BenZeghiba, Jérôme Louradour (2015) Hybrid Word/Part-of-Arabic-Word Language Models For Arabic Text Document Recognition. In International Conference of Document Analysis and Recognition (ICDAR). PAPER POSTER bibtex
  • Bastien Moysset, Christopher Kermorvant, Christian Wolf, Jérôme Louradour (2015) Paragraph text segmentation into lines with Recurrent Neural Networks. In International Conference of Document Analysis and Recognition (ICDAR). PAPER SLIDES bibtex
  • Théodore Bluche, Hermann Ney, Jérôme Louradour, Christopher Kermorvant (2015) Framewise and CTC Training of Neural Networks for Handwriting Recognition. In International Conference of Document Analysis and Recognition (ICDAR). PAPER SLIDES bibtex
  • Théodore Bluche, Christopher Kermorvant, Jérôme Louradour (2015) Where to Apply Dropout in Recurrent Neural Networks for Handwriting Recognition?. In International Conference of Document Analysis and Recognition (ICDAR). PAPER POSTER bibtex
  • Bastien Moysset, Pierre Adam, Christian Wolf, Jérôme Louradour (2015) Space Displacement Localization Neural Networks to locate origin points of handwritten text lines in historical documents. In International Workshop on Historical Document Imaging and Processing (HIP). PAPER SLIDES bibtex
  • Théodore Bluche, Hermann Ney, Christopher Kermorvant (2015) The LIMSI Handwriting Recognition System for the HTRtS 2014 Contest. In International Conference of Document Analysis and Recognition (ICDAR). PAPER SLIDES bibtex
  • Dominique Stutzmann, Théodore Bluche, Alexei Lavrentev, Yann Leydier, Christopher Kermorvant (2015) From Text and Image to Historical Resource: Text-Image Alignment for Digital Humanists. In Digital Humanities (DH2015). PAPER bibtex

2014 (9)

  • Théodore Bluche, Jérôme Louradour, Maxime Knibbe, Bastien Moysset, Faouzi Benzeghiba, Christopher Kermorvant (2014) The A2iA Arabic Handwritten Text Recognition System at the OpenHaRT2013 Evaluation. In International Workshop on Document Analysis Systems (DAS). PAPER POSTER bibtex
  • Jérôme Louradour, Christopher Kermorvant (2014) Curriculum Learning for Handwritten Text Line Recognition. In International Workshop on Document Analysis Systems (DAS). PAPER SLIDES bibtex
  • Ronaldo Messina, Christopher Kermorvant (2014) Surgenerative Finite State Transducer n-gram for Out-Of-Vocabulary Word Recognition. In International Workshop on Document Analysis Systems (DAS). PAPER SLIDES bibtex
  • Claude Touzet, Christopher Kermorvant, Hervé Glotin (2014) A Biologically Plausible SOM Representation of the Orthographic Form of 50,000 French Words. In Workshop on Self-Organizing Maps. PAPER bibtex
  • Vu Pham, Théodore Bluche, Christopher Kermorvant, Jérôme Louradour (2014) Dropout improves recurrent neural networks for handwriting recognition. In International Conference on Frontiers in Handwriting Recognition (ICFHR). PAPER SLIDES bibtex
  • Bastien Moysset, Ronaldo Messina, Christopher Kermorvant (2014) A Comparison of Recognition Strategies for Printed / Handwritten Composite Documents. In International Conference on Frontiers in Handwriting Recognition (ICFHR). PAPER POSTER bibtex
  • Théodore Bluche, Bastien Moysset, Christopher Kermorvant (2014) Automatic Line Segmentation and Ground-Truth Alignment of Handwritten Documents. In International Conference on Frontiers in Handwriting Recognition (ICFHR). PAPER POSTER bibtex
  • Bastien Moysset, Théodore Bluche, Maxime Knibbe, Mohamed Faouzi Benzeghiba, Ronaldo Messina, Jérôme Louradour, Christopher Kermorvant (2014) The A2iA Multi-lingual Text Recognition System at the Maurdor Evaluation. In International Conference on Frontiers in Handwriting Recognition (ICFHR). PAPER SLIDES bibtex
  • Théodore Bluche, Hermann Ney, Christopher Kermorvant (2014) A Comparison of Sequence-Trained Deep Neural Networks and Recurrent Neural Networks Optical Modeling for Handwriting Recognition. In International Conference on Statistical Language and Speech Processing (ICPR). PAPER bibtex

2013 (5)

  • Théodore Bluche, Hermann Ney, Christopher Kermorvant (2013) Tandem HMM with convolutional neural network for handwritten word recognition. In International Conference on Acoustics Speech and Signal Processing (ICASSP). PAPER POSTER bibtex
  • Théodore Bluche, Hermann Ney, Christopher Kermorvant (2013) Feature extraction with convolutional neural networks for handwritten word recognition. In International Conference of Document Analysis and Recognition (ICDAR). PAPER POSTER bibtex
  • Bastien Moysset, Christopher Kermorvant (2013) On the evaluation of handwritten text line detection algorithms. In International Conference of Document Analysis and Recognition (ICDAR). PAPER POSTER bibtex
  • Thibauld Nion, Farès Menasri, Jérôme Louradour, Cédric Sibade, Thomas Retornaz, Pierre-Yves Métaireau, Christopher Kermorvant (2013) Handwritten information extraction from historical census documents. In International Conference of Document Analysis and Recognition (ICDAR). PAPER POSTER bibtex
  • Jérôme Louradour, Christopher Kermorvant (2013) Curriculum Learning for Handwritten Text Line Recognition. In NIPS Workshop on Deep Learning (poster presentation, no proceedings). PAPER POSTER bibtex

2012 (5)

  • Christopher Kermorvant, Anne-Laure Bianne-Bernard, Théodore Bluche, Jérôme Louradour (2012) On using alternative recognition candidates and scores for handwritten documents classification. In Tech Report A2iA-RR-2012-1. PAPER bibtex
  • Anne-laure Bianne-bernard, Fares Menasri, Laurence Likforman-sulem, Chafic Mokbel, Christopher Kermorvant (2012) Variable length and context-dependent HMM letter form models for Arabic handwritten word recognition. In Document Recognition and Retrieval Conference (DRR). PAPER bibtex
  • Laurence Likforman-Sulem, Ramy Mohammad Al Hajj, Chafic Mokbel, Fares Menasri, Anne-Laure Bianne-Bernard, Christopher Kermorvant (2012) Features for HMM-Based Arabic Handwritten Word Recognition Systems. In Guide to OCR for Arabic Scripts. Springer. bibtex
  • Farès Menasi, Jérôme Louradour, Anne-laure Bianne-bernard, Christopher Kermorvant (2012) The A2iA French handwriting recognition system at the Rimes-ICDAR2011 competition. In Document Recognition and Retrieval Conference (DRR). PAPER POSTER bibtex
  • Jérôme Louradour, Théodore Bluche, Anne-Laure Bianne-Bernard, Farès Menasri, Christopher Kermorvant (2012) De l'usage des scores et des alternatives de reconnaissance pour la classification d'images de documents manuscrits. In Colloque International Francophone sur l'Ecrit et le Document (CIFED). PAPER bibtex

2011 (6)

  • Cédric Sibade, Thomas Retornaz, Thibauld Nion, Romain Lerallut, Christopher Kermorvant (2011) Automatic indexing of French handwritten census registers for probate genealogy. In First International Workshop on Historical Document Imaging and Processing (HIP). PAPER SLIDES bibtex
  • A.-L. Bianne, F. Menasri, R. Al-Hajj, C. Mokbel, C. Kermorvant, L. Likforman-Sulem (2011) Dynamic and Contextual Information in HMM modeling for Handwriting Recognition. IEEE Trans. on Pattern Analysis and Machine Intelligence 33 (10) PAPER bibtex
  • Jérôme Louradour, Christopher Kermorvant (2011) Sample-dependent feature selection for faster document image categorization. In International Conference on Document Analysis and Recognition (ICDAR). PAPER POSTER bibtex
  • Jérôme Louradour, Hugo Larochelle (2011) Classification of Sets using Restricted Boltzmann Machines. In Conference on Uncertainty in Artificial Intelligence (UAI). pp. 463-470. PAPER POSTER bibtex
  • A.-L. Bianne-Bernard, C. Kermorvant, L. Likforman-Sulem, C. Mokbel (2011) Modélisation de HMMs en contexte avec des arbres de décision pour la reconnaissance de mots manuscrits. Document Numérique PAPER bibtex
  • Anne-laure Bianne-Bernard (2011) Reconnaissance de mots manuscrits cursifs par modèles de Markov cachés en contexte: Application au français, à l’anglais et à l’arabe. PAPER bibtex

2010 (5)

  • Anne-Laure Bianne, Christopher Kermorvant, Laurence Likforman-Sulem (2010) Context-dependent HMM modeling using tree-based clustering for the recognition of handwritten words. In Document Recognition and Retrieval Conference (DRR). doi PAPER bibtex
  • C. Kermorvant, F. Menasri, A.-L. Bianne, R. Al-Hajj, C. Mokbel, L. Likforman-Sulem (2010) The A2iA-Telecom ParisTech-UOB System for the ICDAR 2009 Handwriting Recognition Competition.. In Proc. of the Int. Conf. on Frontiers in Handwriting Recognition (ICFHR). PAPER bibtex
  • C. Kermorvant, J. Louradour (2010) Handwritten mail classification experiments with the Rimes database. In Proc. of the Int. Conf. on Frontiers in Handwriting Recognition (ICFHR). PAPER bibtex
  • C. Kermorvant, J. Louradour (2010) How to save feature extraction time for fast and robust classification?. In Proceedings of the Int. Conf. on Artificial Intelligence and Statistics (AIStats). PAPER POSTER bibtex
  • A.-L. Bianne, C. Kermorvant, L. Likforman-Sulem (2010) Modélisation de HMMs en contexte avec des arbres de décision pour la reconnaissance de mots manuscrits. In Colloque International Francophone sur l'Ecrit et le Document. PAPER bibtex

2009 (3)

  • Yoshua Bengio, Jérôme Louradour, Ronan Collobert, Jason Weston (2009) Curriculum learning. In ICML. pp. 6. PAPER SLIDES bibtex
  • C. Kermorvant, A.-L. Bianne, Patrick Marty, Farès Menasri (2009) From Isolated Handwritten Characters to Fields Recognition: There's Many a Slip twixt Cup and Lip. In International Conference on Document Analysis and Recognition (ICDAR). PAPER bibtex
  • Anne-Laure Bianne, Christopher Kermorvant, Patrick Marty, Farès Menasri (2009) Les caractères ne sont pas la clef des champs. In Conférence Francophone sur l'Apprentissage Automatique. PAPER bibtex

2008 (5)

  • Fares Menasri (2008) Contributions à la reconnaissance de l'écriture arabe manuscrite. bibtex
  • J.-M. Brodin (2008) OCR-classification interaction mathematical model. In Proc. of the Int. Conf. on Frontiers in Handwriting Recognition. bibtex
  • F. Menasri, N. Vincent, E. Augustin, M. Cheriet (2008) Un système de reconnaissance de mots arabes manuscrits hors-ligne sans signes diacritiques. In Dixième Colloque International Francophone sur l'Ecrit et le Document. bibtex
  • F. Menasri, N. Vincent, E. Augustin (2008) Reconnaissance de chiffres farsi isolés par réseau de neurones à convolutions. In Dixième Colloque International Francophone sur l'Ecrit et le Document. bibtex
  • C. Kermorvant (2008) Some Hints on the Teaching of Machine Learning to Industrial Practitioners. In Teaching Machine Learning: workshop on open problems and new directions. PAPER bibtex

2007 (3)

  • Nikolai Gorski (2007) Bank Cheque Data Mining: Integrated Cheque Recognition Technologies. In Digital Document Processing. pp. 437-458. Springer London. doi bibtex
  • F. Menasri, Nicole Vincent, Mohamed Cheriet, Emmanuel Augustin (2007) Shape-Based Alphabet for Off-line Arabic Handwriting Recognition. In International Conference on Document Analysis and Recognition. pp. 969-973. bibtex
  • C. Kermorvant, A. Rafrafi (2007) Automata Learning for Numerical Entities Extraction from OCR output. In Workshop on Challenges and Applications of Grammar Induction. PAPER bibtex

2006 (2)

  • Emmanuel Augustin, Jean-marie Brodin, Matthieu Carré, Edouard Geoffrois, Emmanuèle Grosicki, Françoise Prêteux (2006) RIMES evaluation campaign for handwritten mail processing. In Proc. of the Workshop on Frontiers in Handwriting Recognition. bibtex
  • Emmanuèle Grosicki, Matthieu Carré, Edouard Geoffrois, Emmanuel Augustin, Francoise Preteux (2006) La campagne d'évaluation RIMES pour la reconnaissance de courriers manuscrits. In 9ème Colloque International Francophone sur l'Ecrit et le Document. bibtex

2005 (1)

  • Fabien Carmagnac (2005) Classification supervisée et semi-supervisée : contributions à la classification d'images de documents. bibtex

2004 (8)

  • Hanshen Tang, Emmanuel Augustin, Ching Y. Suen, Olivier Baret, Mohamed Cheriet (2004) Spiral recognition methodology and its application for recognition of Chinese bank checks. In International Workshop on Frontiers in Handwriting Recognition . pp. 263-268. bibtex
  • Hanshen Tang, Emmanuel Augustin, Ching Y. Suen, Olivier Baret, Mohamed Cheriet (2004) Recognition of Unconstrained Legal Amounts Handwritten on Chinese Bank Checks. In International Conference on Pattern Recognition. pp. 610-613. bibtex
  • Xavier Dupré, Emmanuel Augustin (2004) Hidden Markov Models for Couples of Letters Applied to Handwriting Recognition. In International Conference on Pattern Recognition. pp. 618-621. bibtex
  • Xavier Dupré (2004) Contributions à la reconnaissance de l'écriture cursive à l'aide de modèles de Markov cachés. bibtex
  • Eric Trupin Fabien Carmagnac Pierre Héroux (2004) Distance Based Strategy for Supervised Document Image Classification. In International Workshops on Statistical Pattern Recognition. bibtex
  • Eric Trupin Fabien Carmagnac Pierre Héroux (2004) Classification supervisée d'images de document et contraintes industrielles. In Colloque International Francophone sur l'Ecrit et le Document. bibtex
  • Fabien Carmagnac (2004) Une stratégie originale de classification basée sur le calcul de distances avec sélection de caractéristiques : application à la classification d'images de documents. In Congrès francophone sur la Reconnaissance des Formes et l'Intelligence Artificielle. bibtex
  • Eric Trupin Fabien Carmagnac Pierre Héroux (2004) Multi AHC for Semi-Supervised Document Image Classification. In IAPR Workshop on Document Analysis Systems. bibtex

2003 (2)

  • Xavier Dupré (2003) Optimization of cursive words recognition and nearest neighbors search in metric spaces. In International Conference on Image and Signal Processing. bibtex
  • Éric Trupin Fabien Carmagnac Pierre Héroux (2003) A Document Image Classification Strategy Based on Distance Computation and Feature Selection. In International Workshop on Pattern Recognition in Information Systems. bibtex

2001 (2)

  • Nikolai Gorski, Valery Anisimov, Emmanuel Augustin, Olivier Baret, Sergey Maximov (2001) Industrial bank check processing: the A2iA CheckReader. International Journal on Document Analysis and Recognition 3 (4) pp. 196-206. bibtex
  • Emmanuel Augustin (2001) Handwritten Word Recognition using Hybrid Neural Network and Hidden Markov Systems. bibtex

1999 (1)

  • Nikolai Gorski, Valery Anisimov, Emmanuel Augustin, Olivier Baret, David Price, Jean-Claude Simon (1999) A2iA Check Reader: A Family of Bank Check Recognition Systems. In International Conference on Document Analysis and Recognition. pp. 523-526. bibtex

1998 (1)

  • Stefan Knerr, Emmanuel Augustin, Olivier Baret, David Price (1998) Hidden Markov Model Based Word Recognition and Its Application to Legal Amount Reading on French Checks. Computer Vision and Image Understanding 70 (3) pp. 404-419. bibtex
public/publications.txt · Last modified: 2014/09/25 09:49 by admin