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developer of handwritten and machine-printed character recognition engines and of intelligent document management software products
 
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Scientific Articles

Working closely with Universities and hiring PhD students enables A2iA to change fundamental research into innovative industrial applications.

2010

- Bianne, A-L. / Kermorvant, C. / Likforman-Sulem, L.: "Modélisation de HMMs en contexte avec des arbres de décision pour la reconnaissance de mots manuscrits". Colloque International Francophone sur l'ecrit et le Document, 2010, Sousse, Tunisie.

- Bianne, A-L. / Kermorvant, C. / Likforman-Sulem, L.: "Context-dependent HMM modeling using tree-based clustering for the recognition of handwritten words, Proceedings of Electronic Imaging-Document Recognition and Retrieval XVII". DRR 2010 /SPIE Vol. 7534. 17-21 January, 2010, San Jose, California.

2009

- Bianne, A.-L. / Kermorvant, C. / Marty, P. / Menasri, F.: "Les caractères ne sont pas la clef des champs". Actes de la Conférence Francophone sur l'Apprentissage Automatique. 2009.

- Kermorvant, C. / Bianne, A.-L. / Marty, P. / Menasri, F.: "From Isolated Handwritten Characters to Fields Recognition: There's Many a Slip twixt Cup and Lip". International Conference on Document Analysis and Recognition. 2009.

- Bengio, Y. / Louradour, J. / Collobert, R. / Weston, J.: "Curriculum learning". Proceedings of the International Conference on Machine Learning. 2009.

2008

- Menasri, F. / Vincent, N. / Augustin, E. : "Reconnaissance de chiffres farsi isolés par réseau de neurones à convolutions". Colloque International Francophone sur l'Ecrit et le Document. 2008.

- Kermorvant, C.: "Some Hints on the Teaching of Machine Learning to Industrial Practitioners". Teaching Machine Learning: workshop on open problems and new directions. 2008.

- Menasri, F.: "Contributions à la reconnaissance de l'écriture arabe manuscrite". These de doctorat, Université Paris Descartes. 2008.

- Brodin, J.M0.: "OCR-classification interaction mathematical model.". International Conference on Frontiers in Handwriting recognition. 2008.

- Menasri, F. / Vincent, N. / Augustin, E.: "Un système de reconnaissance de mots arabes manuscrits hors-ligne sans signes diacritiques". Colloque International Francophone sur l'Ecrit et le Document. 2008.

2007

- Gorsky, N.: "Bank Cheque Data Mining: Integrated Cheque Recognition Technologies". Digital document processing. 2007.

- Menasri, F. / Vincent, N. / Augustin, E. / Cheriet, M.: "Shape-Based Alphabet for Off-line Arabic Handwriting Recognition". International Conference on Document Analysis and Recognition. 2007.

- Kermorvant, C. / Rafrafi, A.: "Automata Learning for Numerical Entities Extraction from OCR output". Workshop on Challenges and Applications of Grammar Induction. 2007.

2006

- Grosicki, E. / Geoffrois, E. / Carré, M. / Augustin, E. / Prêteux, F.: "La campagne d'évaluation RIMES pour la reconnaissance de courriers manuscrits". Colloque International Francophone sur l'Ecrit et le Document. 2006.

- Augustin, E. / Carré, M. / Grosicki, E. / Brodin, J.-M. / Geoffrois, E. / Preteux, F. : "Rimes evaluation campaign for handwritten mail processing". Proceedings of the Workshop on Frontiers in Handwriting Recognition. 2006.

2005

- Carmagnac, F.: "Classification supervisée et semi-supervisée : contributions à la classification d'images de documents". These de doctorat, Université de Rouen. 2005.

2004

- Dupré, X.: "Contributions à la reconnaissance de l'écriture cursive à l'aide de modèles de Markov cachés". These de doctorat, Université Paris Descartes. 2004.

- Dupré, X. / Augustin, E.: "Hidden Markov Models for Couples of Letters Applied to Handwriting Recognition". International Conference on Pattern Recognition. 2004.

- Tang, H. / Augustin, A. / Suen, C.Y. / Baret, O. / Cheriet, M.: "Spiral Recognition Methodology and Its Application for Recognition of Chinese Bank Checks". International Conference on Frontiers in Handwriting Recognition. 2004.

- Tang, H. / Augustin, E. / Suen, C.Y. / Baret, O. / Cheriet, M.: "Recognition of Unconstrained Legal Amounts Handwritten on Chinese Bank Checks". International Conference on Pattern Recognition. 2004.

- Carmagnac, F. / Héroux, P. / Trupin, É.: "Distance Based Strategy for Supervised Document Image Classification". Syntactic and Structural Pattern Recognition. 2004.

- Carmagnac, F.: "Une stratégie originale de classification basée sur le calcul de distances avec sélection de caractéristiques : application à la classification d'images de documents.". Congrès Francophone de Reconnaissance des Formes et Intelligence Artificielle. 2004.

- Carmagnac, F. / Héroux, P. / Trupin, É.: "Classification supervisée d'images de document et contraintes industrielles". Colloque International Francophone sur l'Ecrit et le Document. 2004.

- Carmagnac, F. / Héroux, P. / Trupin, É.: "Multi AHC for Semi-Supervised Document Image Classification". Int. Workshop on Document Analysis Systems. 2004.

2003

- Dupré, X.: "Optimization of cursive words recognition and nearest neighbours search in metric spaces". International Conference on Image Processing. 2003.

2001

- Gorsky, N. / Anisimov, V. / Augustin, E. / Baret, O. / Maximov, S.: "Industrial bank check processing: the A2iA CheckReader". International Journal on Document Analysis and Recognition. 2001.

- Augustin, E. These de doctorat, Université Paris Descartes. 2001.

2000

- Augustin, E. / Gorsky, N. / Anisimov, V. / Maximov, S. / Baret, O.: "Le système de reconnaissance de document A2ia CheckReader". Colloque International Francophone sur l'Ecrit et le Document. 2000.

- Augustin, E. / Price, D. / Baret, O.: "Handwritten Word Recognition using a hybrid system based on Markov Models and Neural Network". Congrès Francophone de Reconnaissance des Formes et Intelligence Artificielle. 2000.

 

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