{"id":27,"date":"2015-09-18T12:01:33","date_gmt":"2015-09-18T11:01:33","guid":{"rendered":"http:\/\/pagesperso.litislab.fr\/tpaquet\/?page_id=27"},"modified":"2026-06-03T09:45:09","modified_gmt":"2026-06-03T08:45:09","slug":"publications","status":"publish","type":"page","link":"https:\/\/pagesperso.litislab.fr\/tpaquet\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/scholar.google.com\/citations?user=RyiHpqsAAAAJ&amp;hl=en\">See my scholar profile<\/a><\/p>\n<p style=\"text-align: left\"><a href=\"#IJP\">International journal papers<\/a><\/p>\n<p style=\"text-align: left\"><a href=\"#IC\">International conferences<\/a><\/p>\n<p><a href=\"#Talks\">Talks<\/a><\/p>\n<p style=\"text-align: left\"><a href=\"#NJP\">National journal papers<\/a><\/p>\n<p style=\"text-align: left\"><a href=\"#NC\">National conferences<\/a><\/p>\n<p style=\"text-align: left\"><a href=\"#Editor\">Editor<\/a><\/p>\n<p><strong><a id=\"IJP\"><\/a>International journal papers<\/strong><\/p>\n<ul>\n<li>L. Hamdi, A. Tamasna, P. Boisson, T. Paquet, Tableseq: unified generation of structure, content, and layout, International Journal on Document Analysis and Recognition (IJDAR), part of Springer Nature 2026, <a href=\"https:\/\/doi.org\/10.1007\/s10032-026-00586-6\">https:\/\/doi.org\/10.1007\/s10032-026-00586-6<\/a><\/li>\n<li>L. Hamdi, A. Tamasna, P. Boisson, T. Paquet, PILOT: A Promptable Interleaved Layout-aware OCR Transformer , International Journal on Document Analysis and Recognition (IJDAR), 2026,\u00a0<a href=\"https:\/\/doi.org\/10.1007\/s10032-026-00590-w\">https:\/\/doi.org\/10.1007\/s10032-026-00590-w<\/a><\/li>\n<li>Sandra Br\u00e9e, Victor Gay, Marion Leturcq, Yoann Doignon, Baptiste Coulmont, et al.. POPP. An OCR-Generated Database of the Population Censuses of Paris (1926-1936). 2024. <a href=\"https:\/\/hal.science\/hal-04720215v1\" target=\"_blank\" rel=\"noopener\">\u27e8hal-04720215\u27e9<\/a><\/li>\n<li>Antonio R\u00edos-Vila, Jorge Calvo-Zaragoza, David Rizo, Thierry Paquet, Sheet Music Transformer++: End-to-End Full-Page Optical Music Recognition for Pianoform Sheet Music, International Journal on Computer Vision, 134:49, Jan. 2026, <a href=\"https:\/\/doi.org\/10.1007\/s11263-025-02654-6\">https:\/\/doi.org\/10.1007\/s11263-025-02654-6<\/a> \u00a0 <a href=\"https:\/\/arxiv.org\/pdf\/2405.12105\">https:\/\/arxiv.org\/pdf\/2405.12105<\/a><\/li>\n<li>T Constum, P Tranouez, T Paquet, DANIEL: A fast Document Attention Network for Information Extraction and Labelling of handwritten documents, IJDAR, <span class=\"c-bibliographic-information__value\">January 2025 <a href=\"https:\/\/doi.org\/10.1007\/s10032-024-00511-9\">https:\/\/doi.org\/10.1007\/s10032-024-00511-9<\/a><\/span>,\u00a0 <a href=\"https:\/\/arxiv.org\/pdf\/2407.09103\">https:\/\/arxiv.org\/pdf\/2407.09103<\/a><\/li>\n<li>P. Peseux, M. Berar, T. Paquet and V. Nicollet, \u00ab\u00a0Selective Path Automatic Differentiation: beyond uniform distribution on backpropagation dropout,\u00a0\u00bb in <em>IEEE Access, vol. 11, pp. 136552-136564<\/em>, <a href=\"http:\/\/doi.org\/10.1109\/ACCESS.2023.3338367\">http:\/\/doi.org\/10.1109\/ACCESS.2023.3338367<\/a>.<\/li>\n<li>D. Coquenet, C. Chatelain and T. Paquet, \u00ab\u00a0DAN: A Segmentation-Free Document Attention Network for Handwritten Document Recognition,\u00a0\u00bb in <em>IEEE Transactions on Pattern Analysis and Machine Intelligence<\/em>, vol. 45, no. 7, pp. 8227-8243, 1 July 2023,\u00a0<em> <a href=\"http:\/\/doi.org\/10.1109\/TPAMI.2023.3235826\">http:\/\/doi.org\/10.1109\/TPAMI.2023.3235826<\/a> pre-print, <a href=\"https:\/\/arxiv.org\/abs\/2203.12273\">https:\/\/arxiv.org\/abs\/2203.12273<\/a><\/em><\/li>\n<li>M\u00e9lodie Boillet, Christopher Kermorvant, Thierry Paquet,<br \/>\nConfidence Estimation for Object Detection in Document Images, Pattern Recognition Letters, Volume 166, Pages 31-37, 2023,<a href=\"https:\/\/doi.org\/10.1016\/j.patrec.2022.12.024\"> https:\/\/doi.org\/10.1016\/j.patrec.2022.12.024<\/a>, <a href=\"https:\/\/arxiv.org\/abs\/2208.13391\">https:\/\/arxiv.org\/abs\/2208.13391<\/a><\/li>\n<li>Denis Coquenet, Cle\u0301ment Chatelain, and Thierry Paquet, <em>End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network<\/em>, IEEE-PAMI , Vol.45 n\u00b0 1 , pp. 508-524, jan. 2023.\u00a0 <a href=\"https:\/\/doi.org\/10.1109\/TPAMI.2022.3144899\">doi.org\/10.1109\/TPAMI.2022.3144899<\/a>, pre-print\u00a0<a href=\"https:\/\/arxiv.org\/abs\/2012.03868\"> https:\/\/arxiv.org\/abs\/2012.03868<\/a><\/li>\n<li>M\u00e9lodie Boilet, Christopher Kermorvant, Thierry Paquet,\u00a0 <em>Robust Text Line Detection in Historical Documents: Learning and Evaluation Methods<\/em>, <a href=\"https:\/\/link.springer.com\/journal\/10032\"><em>International Journal on Document Analysis and Recognition (IJDAR), Vol.<\/em><\/a> 25, pp. 95\u2013114 (2022).<\/li>\n<li>Bruno Stuner, Cl\u00e9ment Chatelain, Thierry Paquet,\u00a0 Handwriting recognition using cohort of LSTM and lexicon verification with extremely large lexicon, <i>Multimed Tools Appl<\/i> <b>79<\/b>, 34407\u201334427 (2020),\u00a0 <a href=\"https:\/\/doi.org\/10.1007\/s11042-020-09198-6\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1007\/s11042-020-09198-6<\/a><\/li>\n<li>Yann Soullard, Pierrick Tranouez, Cl\u00e9ment Chatelain, St\u00e9phane Nicolas, Thierry Paquet, <em>Multi-scale Gated Fully Convolutional DenseNets for semantic labeling of historical newspaper image<\/em>, Pattern Recognition Letters,\u00a0Pages 435-441 <a title=\"Go to table of contents for this volume\/issue\" href=\"https:\/\/www.sciencedirect.com\/science\/journal\/01678655\/131\/supp\/C\">Volume 131<\/a>, March 2020.\u00a0 <a href=\"https:\/\/doi.org\/10.1016\/j.patrec.2020.01.026\">https:\/\/doi.org\/10.1016\/j.patrec.2020.01.026<\/a><\/li>\n<li>Wassim Swaileh, YannSoullard, Thierry Paquet, <em>A unified multilingual handwriting recognition system using multigrams sub-lexical units<\/em><strong><em>, <\/em><\/strong>Pattern recognition Letters, Volume 121, pp. 68-76, 2019.<\/li>\n<li>G. Renton, Y. Soullard, C. Chatelain, S. Adam, C. Kermorvant and T. Paquet, <em>Fully Convolutional Network for Handwritten text line segmentation<\/em>, IJDAR, Volume 21, Issue 3, pp. 177\u2013186, September 2018.<\/li>\n<li>S. Belgacem, C. Chatelain, T. Paquet, <em>Gesture sequence recognition with one shot learned CRF\/HMM hybrid model, Image and Vision Computing<\/em>, n\u00b061, pp. 12\u201321, 2017.<\/li>\n<li>A. Bensefia, T. Paquet, <em>Writer Verification Based on a Single Handwriting Word Samples<\/em>, EURASIP Journal on Image and Video Processing, n\u00b0 34, 2016.<\/li>\n<li>P. Barlas, D. Hebert, C. Chatelain, S. Adam, T. Paquet, <em>Language identification in document images<\/em>, Journal of Imaging Science and Technology, vol. 60, n\u00b0 1, pp. 010407-1,010407-16, 2016.<\/li>\n<li>C. Chatelain , S. Thomas, Y. Kessentini , T. Paquet , L. Heutte, <em>A Deep HMM model for multiple keywords spotting in handwritten documents<\/em>, Pattern Analysis and Applications, vol. 18, n\u00b0 4, pp. 1003-1015, 2015Y.<\/li>\n<li>Kessentini, T. Burger, T. Paquet, A Demspter-Shafer Theory based combination of Handwriting Recognition Systems with multiple rejection strategies, Pattern Recognition, Volume 48, Issue 2, February 2015, pp. 534\u2013544, 2015.<\/li>\n<li>Chatelain , S. Thomas, Y. Kessentini , T. Paquet , L. Heutte, <em>A Deep HMM model for multiple keywords spotting in handwritten documents<\/em>, accepted for publication in Pattern Analysis and Applications, 2014.<\/li>\n<li>K. Ait Mohand, T. Paquet, N. Ragot, <em>Combining structure and parameter adaptation of HMMs for printed text recognition<\/em>, IEEE PAMI, Vol. 36 , n\u00b09, pp. 1716 \u2013 1732, 2014.<\/li>\n<li>T. Paquet, L. Heutte, G. Koch, C. Chatelain, <em>A Categorization System for Handwritten Documents<\/em>, International Journal on Document Analysis and Recognition (IJDAR): Vol. 15, n\u00b0. 4, pp. 315-330, 2012.<\/li>\n<li>C. Chatelain, S. Adam, Y. Lecourtier, L. Heutte, and T. Paquet, <em>Non-cost-sensitive SVM training using Multiple Model Selection,<\/em> <em>Journal of Circuit, System and Computer<\/em>, vol. 19, n\u00b0 1, pp. 231-242, 2010.<\/li>\n<li>Y. Kessentini, T. Paquet, A. Benhamadou, <em>Off-Line Handwritten Word Recognition Using Multi-Stream Hidden Markov Models<strong>,<\/strong><\/em> Pattern Recognition Letters, vol. 31 pp. 60\u201370, 2010<strong>.<\/strong><\/li>\n<li>C. Chatelain, S. Adam, Y. Lecourtier, L. Heutte, T. Paquet, <em>A multi-model selection framework for unknown and\/or evolutive misclassification cost problems<strong>,<\/strong><\/em> Pattern Recognition, Vol. 43, n\u00b0 3, pp. 815-823, March 2010<strong>.<\/strong><\/li>\n<li>S. Gl\u00e9nat; L. Heutte; T. Paquet; R. Guest; M. Fairhurst; T. Linnell, <em>The development of a computer \u2013assisted tool for the assessment of neuropsychological drawings tasks<\/em>, International Journal of Information Technology &amp; Decision Making (IJITDM) , Volume: 7, Issue: 4 Page 751 \u2013 767, (December 2008)<\/li>\n<li>M. Fairhurst, T Linnell, S. Gl\u00e9nat, R. guest, L. Heutte, T Paquet, <em>Developping a generic approach to online automated analysis of writing and drawing tests in clinical patient profiling<\/em>, Behavior research Method, Vol. 40, n\u00b0 1, pp. 290-303 , 2008<strong>.<\/strong><\/li>\n<li>U. Garain, S. K. Parui, T. Paquet, L. Heutte, <em>Machine Dating of Manuscripts Written by an Individual<\/em>, Journal of Electronic Imaging, SPIE, Vol. 17, n\u00b0 1, Jan-Mar, 2008.<\/li>\n<li>A. Wiart, T. Paquet, L. Heutte, <em>Detection and Recognition of Erasures in On-Line Captured Paper Forms<\/em>, Pattern Recognition Letters, Vol. 28, pp. 1263-1270, 2007<strong>.<\/strong><\/li>\n<li>U. Garain, T. Paquet, L. Heutte, <em>On Foreground-Background Separation in Low Quality Document Images<\/em>, International Journal on Document Analysis and Recognition, Vol. 8, N\u00b0 1, pp. 47-63, April 2006.<\/li>\n<li>W. Jaziri, T. Paquet, <em>A Multi-Agent Model and Tabu Search Optimization to Manage Agricultural Territories<\/em><strong><em>,<\/em><\/strong>\u00a0GeoInformatica Vol. 10, pp.337-357, 2006<strong>.<\/strong><\/li>\n<li>A. Bens\u00e9fia, T. Paquet, L. Heutte, <em>A Writer Identification and Verification System<\/em>, Pattern Recognition Letters, vol. 26, no. 13, pp. 2080-2092, 2005.<\/li>\n<li>G. Koch, L. Heutte, T. Paquet. <em>Automatic extraction of numerical sequences in handwritten incoming mail documents<\/em><em>,<\/em> Pattern Recognition Letters, vol. 26, no. 8, pp. 1118-1127, 2005.<\/li>\n<li>A. Bens\u00e9fia, T. Paquet, L. Heutte, <em>Handwritten Document Analysis for Automatic Writer Recognition<\/em>, Electronic Letters on Computer Vision and Image Analysis, Vol. 5, n\u00b0 2, pp. 72-86, 2005<strong>.<\/strong><\/li>\n<li>A. Bens\u00e9fia, T. Paquet, L. Heutte, <em>Writer Identification and Verification : Two Complementary Approaches for the Quantitative Analysis of Handwritten Documents<\/em>, Journal of Forensic Document Examination, vol. 16, pp. 57-76, 2004.<\/li>\n<li>A. Nosary, L. Heutte, T. Paquet, <em>Unsupervised writer adaptation applied to handwritten text recognition<\/em><strong><em>,<\/em><\/strong> Pattern Recognition, vol. 37, no. 2, pp. 385-388, 2004.<\/li>\n<li>L. Heutte, A. Nosary, T. Paquet, <em>A multiple agent architecture for handwritten text recognition,<\/em> Pattern Recognition, vol. 37, no. 4, pp. 665-674, 2004.<\/li>\n<li>L. Heutte, T.Paquet, J.V. Moreau, Y. Lecourtier, C. Olivier, <em>A structural \/ Statistical Feature Based Vector for Handwritten Character Recognition<\/em>, Pattern Recognition Letters, Vol. 19, pp. 629-641, 1998.<\/li>\n<li>C. Olivier, T. Paquet, M. Avila, Y. Lecourtier, <em>Optimal Order of Markov Models applied to Bank Cheks, <\/em>International Journal of Pattern Recognition and Artificial Intelligence, vol. 11 No. 5, pp. 789-800, 1997.<\/li>\n<li>T. Paquet et Y. Lecourtier, <em>Recognition of Handwritten Sentences using a restricted Lexicon<\/em>, Pattern Recognition, Vol. 26, No. 3, pp. 391-407, 1993.<\/li>\n<li>T. Paquet et Y. Lecourtier, <em>Automatic Reading of the Literal Amount of Bank Checks<\/em>, Machine Vision and Applications, Vol. 6, pp. 151-162, 1993.<\/li>\n<\/ul>\n<p><strong><a id=\"BC\"><\/a>Book chapters<\/strong><\/p>\n<ul>\n<li><em>S. Belgacem, C. Chatelain and T. Paquet<\/em>, A hybrid CRF\/HMM for one-shot Gesture Learning, in Adaptive Biometric Systems: Recent Advances and Challenges, Editors- Ajita Rattani, Fabio Roli, Eric Granger, Spinger, 2015.<\/li>\n<li><em>S. Nicolas, T. Paquet and L. Heutte, Document Image Analysis Using Markovian Models: Application to Historical Documents, pp. 1-33, in Advances in Digital Document Processing and Retrieval, Edited by B. B. Chaudhuri, S. K. Parui, World Scientific, January 2014, <\/em>ISBN: 978-981-4368-70-4<em>. <\/em><\/li>\n<li><em>Y. Kessentini, T. Paquet and A. Ben Hamadou, <\/em>Multi-Stream Markov Models for Arabic Handwriting Recognition, Guide to OCR for Arabic Scripts, M\u00e4rgner, Volker; El Abed, Haikal (Eds.) 2012, Springer, ISBN 978-1-4471-4071-9<\/li>\n<li>G. Lorette, T. Paquet, <em>Reconnaissance de l&rsquo;\u00e9criture manuscrite<\/em>, Chapite 2, pp. 37-86, Trait\u00e9 IC2, Traitement Automatique de l&rsquo;Ecrit, Hermes, 2006.<\/li>\n<li>C. Olivier, T. Paquet, M. Avila, Y. Lecourtier, <em>Optimal Order of Markov Models applied to Bank Cheks, <\/em><em>in Automatic Bankcheck Processing<\/em>, S. Impedovo, P. S. P. Wang, H. Bunke Editors, Series in Machine Perception, Artificial Intelligence, Vol. 28, p. 327-338, World Scientific,1997.<\/li>\n<\/ul>\n<p><strong><a id=\"Editor\"><\/a>Editor<br \/>\n<\/strong><\/p>\n<ul>\n<li>T. Paquet, A. Tabbone, <em>actes du Colloque International Francophone sur l\u2019Ecrit et le Document,<\/em> Rouen, 2008.<\/li>\n<li>J.M. Ogier, T. Paquet, <em>actes du Colloque International Francophone sur l\u2019Ecrit et le Document<\/em>, La Rochelle, 2004.<\/li>\n<\/ul>\n<p><strong><a id=\"NJP\"><\/a>National journal papers\u00a0 <\/strong><\/p>\n<ul>\n<li>W. Swaileh, T. Paquet, Un mod\u00e8le syllabique du Fran\u00e7ais et de l&rsquo;Anglais pour la reconaissance de l\u2019\u00e9criture, revue Document Num\u00e9rique, 2016. DOI : 10.3166\/DN.19.2-3.117-134<\/li>\n<li>S. Thomas, C. Chatelain, T. Paquet, L. Heutte, Un mod\u00e8le neuro markovien profond pour l\u2019extraction de s\u00e9quences dans des documents manuscrits, revue Document Num\u00e9rique, Vol 16\/2 &#8211; pp.49-68 2013.<\/li>\n<li>Y. Kessentini, T. Paquet, A. Benhamadou, Reconnaissance de L\u2019\u00e9criture Manuscrite Multi-Scripts par des Mod\u00e8les de Markov Cach\u00e9s Multi-Flux, Traitement du Signal, Vol. 26, n\u00b0 5, pp. 395-408, 2009.<\/li>\n<li>S. Nicolas, J. Dardenne, T. Paquet, L. Heutte, Utilisation de mod\u00e8les markoviens 2D pour la segmentation d&rsquo;images de documents, Revue I3 Vol. 8 n\u00b0 2, 2009.<\/li>\n<li>C. Chatelain, G. Koch, L. Heutte, T. Paquet, Une m\u00e9thode dirig\u00e9e par la syntaxe pour l&rsquo;extraction de champs num\u00e9riques dans les courriers entrant, Revue Traitement du Signal, Vol. 23, N\u00b0 2, 2006.<\/li>\n<li>A. Bens\u00e9fia, T. Paquet, L. Heutte, Documents Manuscrits et Recherche d&rsquo;Information,\u00a0 Revue Document Num\u00e9rique, Vol. 7 n\u00b0 3-4, pp. 47-60, 2003.<\/li>\n<li>A. Bens\u00e9fia, T. Paquet, L. Heutte, Identification et V\u00e9rification Automatique du Scripteur pour l\u2019Aide \u00e0 l\u2019Expertise de Documents Manuscrits, Traitement du Signal, Vol. 22, n\u00b0 3, 2005.<\/li>\n<\/ul>\n<p><strong><a id=\"Talks\"><\/a>Invited talks<br \/>\n<\/strong><\/p>\n<ul>\n<li>T. Paquet,Document Image AnalysisToward Document Understanding , University of Alicante (Spain), May 2025.<\/li>\n<li>T. Paquet, <em>Reconnaissance et compr\u00e9hension de documents num\u00e9ris\u00e9s<\/em>, DGFIP, Bercy, December 2022.<\/li>\n<li>T. Paquet, S. Br\u00e9e, Le projet POPP, s\u00e9minaire DHAI, Paris ENS, Juin 2022.<\/li>\n<li>T. Paquet, Document image Analysis, PRHLT, UPV Valencia (Spain), February 2022.<\/li>\n<li>T. Paquet, <em>Transcription and visualisation of large corpora of literary handwritten sources : The Bovary project<\/em>, The Haye, Dutch National Archives, The Netherlands, March 2006.<\/li>\n<li>T. Paquet, <em>Processing of Archived Historical Handwritten Documents, <\/em><em>International Workshop on Document Analysis<\/em>, pp. 65-90 , 8-11 March 2005, Indian Statistical Institute of Calcutta.<\/li>\n<\/ul>\n<p><strong><a id=\"IC\"><\/a>International conferences<\/strong><\/p>\n<ul>\n<li>L. Hamdi, A. Tamasna, T. Paquet, DenTab: A Dataset for Table Recognition and Visual QA on Real-World Dental Estimates, arXiv preprint arXiv:2604.16099, 2026<\/li>\n<li>M. Agbeti-messan, T. Paquet, C. Chatelain, P. Tranouez, S. Nicolas, A Benchmark of State-Space Models vs. Transformers and BiLSTM-based Models for Historical Newspaper OCR, arXiv preprint arXiv:2604.00725, 2026<\/li>\n<li>T. Simon, S. Nicolas, P. Tranouez, C. Chatelain, T. Paquet , Few-shot Writer Adaptation via Multimodal In-Context Learning,<\/li>\n<li>\n<p class=\"title mathjax\">Tom Simon, William Mocaer, Pierrick Tranouez, Clement Chatelain, Thierry Paquet, Classifying the Unknown: In-Context Learning for Open-Vocabulary Text and Symbol Recognition, International Conference on Document Analysis and Recognition, pp. 224-243, LNCS 16023, Springer, 2025, <a href=\"https:\/\/doi.org\/10.1007\/978-3-032-04614-7\">https:\/\/doi.org\/10.1007\/978-3-032-04614-7<\/a>\u00a0 <a href=\"https:\/\/arxiv.org\/abs\/2504.06841\">https:\/\/arxiv.org\/abs\/2504.06841<\/a><\/p>\n<\/li>\n<li>\n<p class=\"title mathjax\">T Constum, L Preel, T Larcher, T Paquet, P Tranouez, End-to-end information extraction in handwritten documents: Understanding Paris marriage records from 1880 to 1940<br \/>\nInternational Conference on Document Analysis and Recognition, pp. 195-214, Springer Nature Switzerland, <a href=\"https:\/\/arxiv.org\/pdf\/2404.19329\">https:\/\/arxiv.org\/pdf\/2404.19329<\/a>, 2024.<\/p>\n<\/li>\n<li>Antonio R\u00edos-Vila, Jorge Calvo-Zaragoza, Thierry Paquet, Sheet Music Transformer: End-To-End Optical Music Recognition Beyond Monophonic Transcription, International Conference on Document Analysis and Recognition, pp. 20-37, Springer Nature Switzerland, <a href=\"https:\/\/arxiv.org\/abs\/2402.07596\">https:\/\/arxiv.org\/abs\/2402.07596<\/a>, 2024.<\/li>\n<li>T. Constum, F. Bebin, P. Tranouez, T. Paquet, <strong><em>Pivan: A Web-platform for Document Annotation<\/em><\/strong> \u2013 Journal of the Archiving Conference, Vol. 20, n\u00b01, pp. 53-56, Society for Imaging Science and Technology, <a href=\"http:\/\/doi.org\/10.2352\/issn.2168-3204.2023.20.1.10\">http:\/\/doi:10.2352\/issn.2168-3204.2023.20.1.10<\/a>, 2023.<\/li>\n<li>Denis Coquenet, Cl\u00e9ment Chatelain, Thierry Paquet, <em>Faster DAN: Multi-target Queries with Document Positional Encoding for End-to-end Handwritten Document Recognition<\/em>, International Conference on Document Analysis and Recognition, Lecture Notes in Computer Science, vol 14190. Springer, Cham. <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-41685-9_12\">https:\/\/doi.org\/10.1007\/978-3-031-41685-9_12<\/a>, 2023.<\/li>\n<li>T Constum, N. Kempf, T. Paquet, P. Tranouez, C. Chatelain, S. Br\u00e9e, and F. Merveille, Recognition and information extraction in historical handwritten tables: toward understanding early 20th century Paris census, 15<sup>th<\/sup> IAPR workshop on Document Analysis Systems, pp. 143- 157, La Rochelle, 2022.<\/li>\n<li>Coquenet, C. Chatelain and T. Paquet, SPAN: A Simple Predict &amp; Align Network for Handwritten Paragraph Recognition, International Conference on Document Analysis and recognition (ICDAR), LNCS 12823, pp. 70\u201384, 2021.<\/li>\n<li>D. Coquenet, C. Chatelain, T. Paquet, Recurrence-free\u00a0 unconstrained handwritten text recognition using gated fully convolutional network, 2020 17th International Conference on Frontiers in Handwriting Recognition (ICFHR), pp.\u00a0 19-24,\u00a0 2020.<\/li>\n<li>Wassim Swaileh, Thierry Paquet, S\u00e9bastien Adam, and Andres Rojas Camacho, A Named Entity Extraction System for Historical Financial Data, DAS 2020, LNCS 12116, pp. 324\u2013340, 2020.<\/li>\n<li>Yann Soullard, Wassim Swaileh, Pierrick Tranouez, Thierry Paquet, Cl\u00e9ment Chatelain, Improving Text Recognition using Optical and Language Model Writer Adaptation, ICDAR, pp. 1175-1180, Sydney, 2019.<\/li>\n<li>K Kettunen, T Ruokolainen, E Liukkonen, P Tranouez, D Antelme, T. Paquet, Detecting Articles in a Digitized Finnish Historical Newspaper Collection 1771-1929: Early Results Using the PIVAJ Software, DATech, 2019.<\/li>\n<li>Wassim Swaileh, Thierry Paquet, Yann Soullard and Pierrick Tranouez, Handwriting Recognition with Multigrams , ICDAR, pp. 137-142, Kyoto, 2017.<\/li>\n<li>Bruno Stuner, Cl\u00e9ment Chatelain, Thierry Paquet, Self-Training of BLSTM with Lexicon Verification for Handwriting Recognition, ICDAR, pp. 633-638, Kyoto, 2017.<\/li>\n<li>Bruno Stuner, Cl\u00e9ment Chatelain, Thierry Paquet, Handwritten Word Recognition : A Lexicon Checking Strategy, ICFHR\u20192016, pp. 234-239, Shenzen.<\/li>\n<li>Wassim Swaileh, Julien Lerouge and Thierry Paquet, A Unified French\/English syllabic model for handwriting recognition, ICFHR\u20192016, pp. 536-541, Shenzen.<\/li>\n<li>Bruno Stuner, Cl\u00e9ment Chatelain, Thierry Paquet, Cascading BLSTM Networks For Handwritten Word Recognition, ICPR 2016, pp. 3416-3421, Cancun.<\/li>\n<li>P. Tranouez, S. Nicolas, J. Lerouge, et T. Paquet. Pivaj : an article-centered platform for digitized newspapers. In The IS&amp;T Archiving Conference (Archiving 2015), Los Angeles, CA, USA. May 19-22 2015.<\/li>\n<li>Gautier Bideault, Luc Mioulet, Cl\u00e9ment Chatelainy and Thierry Paquet, <em>Benchmarking discriminative approaches for word spotting in handwritten documents<\/em>, ICDAR 2015.<\/li>\n<li>Yousri Kessentini, Thierry Paquet, <em>Keyword spotting in handwritten documents based on a generic text line HMM and a SVM verification<\/em>, ICDAR 2015.<\/li>\n<li>Luc Mioulet, Utpal Garain, Cl\u00e9ment Chatelain, Philippine Barlas and Thierry Paquet, <em>Language Identification from Handwritten Documents<\/em>, ICDAR 2015.<\/li>\n<li>Utpal Garain, Luc Mioulet, B. B. Chaudhuri, Cl\u00e9ment Chatelain, and Thierry Paquet, <em>Unconstrained<\/em> <em>Bengali Handwriting Recognition with Recurrent Models<\/em>, ICDAR 2015.<\/li>\n<li>Ahmed Ben Salah, Jean philippe Moreux, Nicolas Ragot, Thierry Paquet, <em>OCR performance prediction using cross-OCR alignment<\/em>, ICDAR 2015.<\/li>\n<li>G. Bideault, L. Mioulet, C. Chatelain, T. Paquet, <em>A Hybrid BLSTM-HMM for spotting Regular Expressions<\/em>, ICPRAM, 2015.<\/li>\n<li>G. Bideault, L. Mioulet, C. Chatelain, T. Paquet, <em>Spotting handwritten words and REGEX using a two stage BLSTM-HMM architecture<\/em>, SPIE &#8211; Document Recognition and Retrieval, 2015.<\/li>\n<li>Mioulet, L., Bideault G., Chatelain C., Paquet T., Brunessaux S., <em>BLSTM-CTC Combination Strategies for Off-line Handwriting Recognition<\/em>, ICPRAM, 2015.<\/li>\n<li>Mioulet L., Bideault G., Chatelain C., Paquet T. and Brunessaux S., <em>Combining features with a novel recurrent neural network architecture for off-line handwriting recognition<\/em>, SPIE &#8211; Document Recognition and Retrieval, 2015.<\/li>\n<li>Bideault, L. Mioulet C. Chatelain and T. Paquet, <em>A hybrid CRF\/HMM approach for handwriting recognition<\/em>, in <em>ICIAR<\/em>, pp. 403-410, Portugal, 2014.<\/li>\n<li>D. Hebert, P. Barlas, C. Chatelain, S. Adam, T. Paquet, <em>Writing type and language identification in heterogeneous and complex documents<\/em>, International Conference on Frontiers in Handwriting Recognition, pp. 411-416, 2014.<\/li>\n<li>D. Hebert, T. Palfray, P. Tranouez, S. Nicolas and T. Paquet. <em>Automatic Article Extraction in Old Newspapers Digitized Collections<\/em>, Digital Access to Textual Cultural Heritage (DATECH), Madrid, May 2014.<\/li>\n<li>D. Hebert, T. Palfray, S. Nicolas, P. Tranouez and T. Paquet. <em>PIVAJ: displaying and augmenting digitized newspapers on the Web Experimental feedback from the \u00ab\u00a0Journal de Rouen\u00a0\u00bb Collection<\/em>, Digital Access to Textual Cultural Heritage (DATECH), Madrid, May 2014.<\/li>\n<li>P. Barlas, T. Kasar, S Adams, C Chatelain, T Paquet, <strong><em>A typed and handwritten text block segmentation system for heterogeneous and complex documents<\/em><\/strong>, DAS, pp. 46-50, Tours, 2014.<\/li>\n<li>T.K. Bhowmik, T. Paquet, N. Ragot, <strong><em>OCR Performance Prediction using a Bag of Allographs and Support Vector Regression<\/em><\/strong>, DAS, Tours, 2014.<\/li>\n<li>T Kasar, P Barlas, S Adams, C Chatelain, T Paquet, <strong><em>Learning to Detect Tables in Scanned Document Images using Line Information<\/em><\/strong>, ICDAR, Washington DC, 2013.<\/li>\n<li>D. Hebert, T. Paquet, S. Nicolas, <strong><em>Discrete CRF as a combination operator for document images binarization,<\/em><\/strong> ICDAR, Washington DC, 2013.<\/li>\n<li>Y. Kessentini, C. Chatelain, T. Paquet, <strong><em>Word spotting and regular expression detection on Handwriting documents<\/em><\/strong>, ICDAR, Washington DC, 2013.<\/li>\n<li>A. Ben Salah, N. Ragot, T. Paquet, <strong><em>Adaptive Detection of Missed Text Areas in OCR Outputs: Application to the Automatic Assessment of OCR quality in Mass Digitization projects<\/em><\/strong>, SPIE \u2013 DRR, San Francisco, 2013<\/li>\n<li>Selma Belgacem, Cl\u00e9ment Chatelain, Achraf Ben-Hamadou, and Thierry Paquet, Hand Tracking Using Optical-Flow Embedded Particle Filter in Sign Language Scenes, ICCVG, Warsaw, 2012.<\/li>\n<li>T. Palfray, D. H\u00e9bert, S. Nicolas, P. Tranouez, T. Paquet, Logical segmentation for article extraction in digitized old newspapers, DocEng 2012, Paris.<\/li>\n<li>T. Palfray, S. Nicolas, T. Paquet, PlaIR: A System to Provide Full Access to Digitized Newspaper Archives, Archiving 2012, Copenhagen.<\/li>\n<li>A. Ben Salah, G. Cron, T. Paquet, N. Ragot, Prediction of Selection Decision of Document Using Bibliographic Data at the National, Archiving 2012, Copenhagen.<\/li>\n<li>Y. Kessentini, A. Guermazi, T. Paquet, An Optimized multi-stream decoding algorithm for handwritten word recognition, International Conference on Document Analysis and Recognition (ICDAR 2011), Beijing, China, September, 2011.<\/li>\n<li>T. Burger, Y. Kessentini, T. Paquet, Dempster-Shafer theory based rejection strategy for handwritten word recognition, International Conference on Document Analysis and Recognition (ICDAR 2011), Beijing, China, September, 2011.<\/li>\n<li>H\u00e9bert, D., Paquet, T., Nicolas, S., Continuous CRF with Multi-scale Quantization Feature Functions Application to Structure Extraction in Old Newspaper, International Conference on Document Analysis and Recognition (ICDAR&rsquo;2011), Beijing, China, pp. 493-497, September 18-21, 2011.<\/li>\n<li>Yousri Kessentini, Thomas Burger, Thierry Paquet, Dealing with precise and imprecise decisions with a Dempster-Shafer Theory based algorithm in the context of handwriting recognition, Int. Conf. on Frontiers in Handwriting Recognition, Calcutta, November 2010.<\/li>\n<li>S. Thomas, L. Heutte, T. Paquet, C. Chatelain, Alpha-numerical sequences extraction in handwritten documents, Int. Conf. on Frontiers in Handwriting Recognition, Calcutta, November 2010.<\/li>\n<li>Yousri Kessentini, Thomas Burger, Thierry Paquet, Evidential combination of multiple HMM classiers for multi-script handwriting recognition, IPMU (International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Dortmund, June 2010.<\/li>\n<li>Kamel Ait Mohand, Thierry Paquet, Nicolas Ragot, Laurent Heutte, Structure Adaptation of HMM applied to OCR, ICPR (International Conference on Pattern Recognition), Istambul, August 2010.<\/li>\n<li>S. Thomas, L. Heutte, T. Paquet, C. Chatelain, Information Extraction in unconstrained handwritten documents, ICPR (International Conference on Pattern Recognition), Istambul, August 2010.<\/li>\n<li>K. Ait-Mohand, L. Heutte, T. Paquet, N. Ragot, Font adaptation of an HMM-based OCR system, 17th Document Recognition and Retrieval Conference (DRR 2010), part of the IS&amp;T\/SPIE International Symposium on Electronic Imaging, Vol. 7534, pp. 0J-1 0J-8, San Jose, January 2010.<\/li>\n<li>U. Garain, T. Paquet, Writer Identification for Multi-Script Multi-Writer Manuscript, 14<sup>th<\/sup> International Conference of the International Graphonomics Society (IGS\u20192009), pp. 242-245, Dijon, September 2009.<\/li>\n<li>U. Garain, T. Paquet, Off-line Multi-script Writer Identification using AR Coefficients, ICDAR\u20192009, pp. 991-995, Barcelona, July 2009.<\/li>\n<li>Yousri Kessentini, Thierry Paquet, AbdelMajid Benhamadou, A Multi-Lingual Recognition System for Arabic and Latin Handwriting, ICDAR\u20192009, pp. 1196-1200, Barcelona, July 2009.<\/li>\n<li>Yousri Kessentini, Thierry Paquet, AbdelMajid Benhamadou, Multi-Script Handwriting Recognition: From 2-Stream to Multi-Stream Approaches, ICPR\u20192008, Tempa, December 2008.<\/li>\n<li>Yousri Kessentini, Thierry Paquet, AbdelMajid Benhamadou, A Multi-Stream HMM-based Approach for Off-line Multi-Script Handwritten Word Recognition, ICFHR\u20192008, Montreal, August 2008.<\/li>\n<li>Cl\u00e9ment Chatelain Laurent Heutte Thierry Paquet, Recognition-based vs syntax-directed models for numerical field extraction in handwritten documents, ICFHR\u20192008, Montreal, August 2008.<\/li>\n<li>St\u00e9phane Nicolas, Thierry Paquet, Laurent Heutte, 2D markovian models for document structure analysis, ICFHR\u20192008, Montreal, August 2008.<\/li>\n<li>Yousri Kessentini, Thierry Paquet, AbdelMajid Benhamadou, A Multi-Stream Approach to Off-Line Handwritten Word Recognition, ICDAR, Curitiba, Brazil, Vol. 1, pp. 317-321, 2007.<\/li>\n<li>St\u00e9phane Nicolas, Julien Dardenne, Thierry Paquet, Laurent Heutte, Document Image Segmentation Using a 2D Conditionnal Random Field Model,\u00a0 ICDAR, Curitiba, Brazil, Vol. 1, pp. 407-411, 2007.<\/li>\n<li>Cl\u00e9ment Chatelain, S\u00e9bastien Adam, Y. Lecourtier, Laurent Heutte, Thierry Paquet, Multi-Objective Optimisation for SVM Model Selection, ICDAR, Curitiba, Brazil, Vol. 1, pp. 427-431, 2007.<\/li>\n<li>Utpal Garain, S. K. Parui, Thierry Paquet, Laurent Heutte, Machine Dating of Handwritten Manuscripts, ICDAR, Curitiba, Brazil, Vol. 2, pp. 759-763, 2007.<\/li>\n<li>Cl\u00e9ment Chatelain, Laurent Heutte, Thierry Paquet, A two-stage outlier rejection strategy for numerical field extraction in handwritten documents,\u00a0ICPR, Hong Kong Vol. 3, pp. 224-227, 2006.<\/li>\n<li>S. Nicolas, T. Paquet, L. Heutte, A Markovian approach for handwritten document segmentation,\u00a0ICPR, Hong Kong, Vol. 3, pp. 292-295, 2006.<\/li>\n<li>Cl\u00e9ment Chatelain, Laurent Heutte, Thierry Paquet, Discrimination between digits and outliers in handwritten documents applied to the extraction of numerical fields,\u00a0IWFHR&rsquo;10, 2006, La Baule, pp. 475-480, 2006.<\/li>\n<li>S. Nicolas, T. Paquet, L. Heutte, Markov Random Field Models to Extract the Layout of Complex Handwritten Documents,\u00a0IWFHR&rsquo;10, 2006, La Baule, pp. 563-568, 2006.<\/li>\n<li>A. Wiart, T. Paquet, L. Heutte, Erasure Extraction in On-Line Captured Paper Forms,\u00a0IWFHR&rsquo;10 , La Baule, pp.47-52, 2006.<\/li>\n<li>C. Chatelain, L. Heutte, T. Paquet, Segmentation-driven recognition applied to numerical field extraction from handwritten incoming mail documents, Document Analysis Sytems, 2006.<\/li>\n<li>St\u00e9phane Nicolas Thierry Paquet Laurent Heutte, Complex Handwritten Page Segmentation Using Contextual Models, Document Image Analysis for Librairies, DIAL, Lyon, pp. 46-57, 2006.<\/li>\n<li>S. Gl\u00e9nat, L. Heutte, T Paquet, Computer-Based Diagnosis of Dyspraxia: the MEDDRAW project, 12th Conference of the International Graphonomics Society, IGS&rsquo;2005, Salerno, Italy, pp. 49-53, 2005.<\/li>\n<li>U. Garain, T. Paquet, L. Heutte. On foreground-background separation in low quality color document images. 8th International Conference on Document Analysis and Recognition, ICDAR&rsquo;2005, Seoul, Korea, IEEE Proceedings, pp. 585-589, 2005.<\/li>\n<li>S. Nicolas, Y. Kessentini, T. Paquet, L. Heutte. Handwritten document segmentation using hidden markov random fields. 8th International Conference on Document Analysis and Recognition, ICDAR&rsquo;2005, Seoul, Korea, IEEE Proceedings, pp. 212-216, 2005.<\/li>\n<li>C. Chatelain, L. Heutte, T. Paquet. A syntax-directed method for numerical field extraction using classifier combination. 9th IAPR International Workshop on Frontiers in Handwriting Recognition, IWFHR&rsquo;2004, Tokyo, Japan, IEEE Proceedings, pp. 93-98, 2004.<\/li>\n<li>S. Nicolas, T. Paquet, L. Heutte, Text Line Segmentation in Handwritten Documents using a Production System, 9th Intenational Workshop on Frontiers in Handwriting Recognition, Tokyo, IEEE proceedings, pp. 245-250, October 2004.<\/li>\n<li>S. Nicolas, T. Paquet, L. Heutte. Enriching historical manuscripts: the Bovary project. Document Analysis Systems VI, Lecture Notes in Computer Science, Springer, LNCS 3163, pp. 135-146, 2004.<\/li>\n<li>G. Koch, T. Paquet, L. Heutte. Combination of contextual information for handwritten word recognition. 9th IAPR International Workshop on Frontiers in Handwriting Recognition, IWFHR&rsquo;2004, Tokyo, Japan, IEEE Proceedings, pp. 468-473, 2004.<\/li>\n<li>A. Bens\u00e9fia, T. Paquet, L. Heutte, Handwriting Analysis for Writer Verification, 9th Intenational Workshop on Frontiers in Handwriting Recognition, pp. 196-201, Tokyo, October 2004.<\/li>\n<li>A. Bens\u00e9fia, T. Paquet, L. Heutte, Information Retrieval Based Writer Identification, 11th Conference of the International Graphonomics society (IGS 2003), pp. 320-323 , Scottsdale, Arizona, USA, November 2003.<\/li>\n<li>A. Bens\u00e9fia, T. Paquet, L. Heutte,\u00a0 Grapheme Based Writer Verification, 11th Conference of the International Graphonomics society (IGS 2003), pp. 274-277 , Scottsdale, Arizona, USA, November 2003.<\/li>\n<li>A. Bens\u00e9fia, T. Paquet, L. Heutte, Information Retrieval Based Writer Identification; ICEIS&rsquo;03, Angers, FRANCE, 23-26 april 2003; pp 56-63 , 2003.<\/li>\n<li>A. Bens\u00e9fia, T. Paquet, L. Heutte, Writer Identification Using An Information Retrieval Paradigm, ICDAR\u201903, pp 946-950, Edinbourg 3-6 August 2003.<\/li>\n<li>S. Nicolas, T. Paquet, L. Heutte, Digitizing cultural heritage manuscripts: the Bovary project; ACM Symposium on Document Engineering, ACM Doc Eng 2003, Grenoble, France; 2003.<\/li>\n<li>G. Koch, L. Heutte, T. Paquet. Numerical field extraction in handwritten incoming mail documents. PRIS&rsquo;2003, Angers, France, ICEIS Press, ISBN 972-98816-3-4, pp. 167-172, 2003.<\/li>\n<li>A. Bens\u00e9fia, A. Nosary, T. Paquet, L. Heutte, Writer Identification by Writer&rsquo;s Invariants, International Workshop on Frontiers in Handwriting Recognition, pp. 274-279, Niagara on the Lake, Canada, 2002.<\/li>\n<li>A. Nosary, T. Paquet, L. Heutte, A. Bensefia. Handwritten text recognition through writer adaptation. 8th International Workshop on Frontiers in Handwriting Recognition, IWFHR&rsquo;02, Niagara-on-the-Lake, Canada, IEEE Proceedings, pp. 363-368, 2002.<\/li>\n<li>A. Nosary, L. Heutte, T. Paquet, Y. Lecourtier, Defining writer\u2019s invariants to adapt the recognition, 5th ICDAR-IEEE,\u00a0 pp. 765-768, Bengalor, september 1999.<\/li>\n<li>L. Heutte, J. V. Moreau, T. Paquet, Y. Lecourtier, C. Olivier, Combining Structural and Statistical Features for the recognition of Handwritten Characters, 13th International Conference on Pattern Recognition, IAPR-ICPR&rsquo;96, Vienna, Austria, Aug. vol. 2, pp. 210-214, 1996.<\/li>\n<li>C. Olivier, T. Paquet, M. Avila, Y. Lecourtier, Recognition of Handwritten Words using Stochastic Models, 3rd ICDAR-IEEE International Conference on Document Analysis and Recognition, Montr\u00e9al, Vol. 1, pp. 19-23, Aug. 1995.<\/li>\n<li>N. Feray, D. De Brucq, K. Romeo-Pakker, T. Paquet, Evaluation of codes and primitives: recognition of unconstrained handwritten numerals, 3rd ICDAR-IEEE International Conference on Document Analysis and Recognition, Montr\u00e9al, Vol. 1, pp. 234-238, Aug. 1995.<\/li>\n<li>A. Nosary, L. Heutte, T. Paquet, Y. Lecourtier, A Step towards the Use of Writer\u2019s Properties for text recognition, 3rd IEE European Workshop on Handwriting Analysis and Recognition, IEE-EWHAR\u201998, Brussels, pp. 16-1\/16-6, 1998<\/li>\n<li>C. Olivier, P. Courtellemont, M. Avila, T. Paquet, Traitement des sommes litt\u00e9rales de ch\u00e8que: de l&rsquo;image en niveaux de gris \u00e0 la reconnaissance des mots, colloque ICOHD&rsquo;93, Paris, 5-7 Juillet 1993.<\/li>\n<li>C. Olivier, M. Avila, P. Courtellemont, T. Paquet, Y. Lecourtier, Handwritten Word Recognition by Image Segmentation and Hidden Markov Models, IECON, Hawa\u00ef, 1993.<\/li>\n<li>T.Paquet, Y. Lecourtier, Handwriting Recognition : Application on Bank cheques, 1st ICDAR-IEEE, pp. 749-757, Saint-Malo, France, 1991.<\/li>\n<li>T. Paquet, Y. Lecourtier, Handwriting Recognition of a Restricted Lexicon, Fifth Handwriting Conference of the International Graphonomics Society, pp. 74-76, Phoenix Arizona, Oct. 1991.<\/li>\n<li>P. Et\u00e9venon, T. Paquet, A Polygraphic Laboratory Workbench, publi\u00e9 dans les actes du congr\u00e8s, Statistics and Topographic Problems in Quantitative EEG, Elsevier, p. 96-103, Rouen, 1988.<\/li>\n<\/ul>\n<p><strong><a id=\"NC\"><\/a>National Conferences<br \/>\n<\/strong><\/p>\n<p>Cn 37. Philippine Barlas, Cl\u00e9ment Chatelain, S\u00e9bastien Adam et Thierry Paquet, <strong><em>D\u00e9tection et segmentation des blocs de textes manuscrits et imprim\u00e9s dans des documents complexes<\/em><\/strong>, CIFED 2014, Nancy.<\/p>\n<p>cn 36. K. Ait-Mohand, N. Ragot, T. Paquet. <strong><em>Pr\u00e9diction de performances des OCR<\/em><\/strong>, CIFED 2012, Bordeaux.<\/p>\n<p>cn 35. S. Thomas, C. Chatelain, T. Paquet, L. Heutte. <strong><em>Combinaison architecture profonde\/HMM pour l&rsquo;extraction de s\u00e9quences dans des documents manuscrits<\/em><\/strong>, CIFED 2012, Bordeaux.<\/p>\n<p>cn 34. T. Palfray, D. Hebert, S. Nicolas, T. Paquet, <strong><em>Segmentation logique d\u2019images de journaux Anciens<\/em><\/strong>, CIFED 2012, Bordeaux.<\/p>\n<p>cn 33. D. H\u00e9bert T. Paquet S. Nicolas, <strong><em>Champs Al\u00e9atoires Conditionnels et fonctions de caract\u00e9ristique \u00e0 quantification multi-\u00e9chelle, Application \u00e0 l\u2019extraction de structures dans des journaux d\u2019archive<\/em><\/strong>, RFIA 2012, lyon.<\/p>\n<p>cn<strong> 32. <\/strong>D. H\u00e9bert T. Paquet S. Nicolas, <strong><em>Champs de Markov Cach\u00e9s 2D \u00e0 composantes s\u00e9parables, application \u00e0 l\u2019extraction de structures de journaux anciens<\/em><\/strong>, RFIA, Janvier 2010, Caen.<\/p>\n<p>cn<strong> 31. <\/strong>M. Kamel Ait-Mohand, Laurent Heutte, Thierry Paquet, Nicolas Ragot, <strong><em>Adaptation d&rsquo;un syst\u00e8me d&rsquo;OCR Markovien \u00e0 de nouvelles fontes<\/em><\/strong>, RFIA, janvier 2010<\/p>\n<p>cn<strong> 30. <\/strong>Yousri Kessentini, Thierry Paquet, Thomas Burger, <strong><em>Comparaison des m\u00e9thodes probabilistes et \u00e9videntielles de fusion de classifieurs pour la reconnaissance de mots manuscrits<\/em><\/strong>, CIFED 2010, pp.<\/p>\n<p>cn<strong> 29. <\/strong>Kamel Ait-Mohand, Laurent Heutte, Thierry Paquet, Nicolas Ragot, <strong><em>Adaptation de mod\u00e8les de Markov cach\u00e9s, Application \u00e0 la reconnaissance de caract\u00e8res imprim\u00e9s<\/em><\/strong>, CIFED 2010, pp.<\/p>\n<p>cn<strong> 28. <\/strong>Simon Thomas, Thierry Paquet, Laurent Heutte, Cl\u00e9ment Chatelain, <strong><em>Un syst\u00e8me g\u00e9n\u00e9rique d\u2019extraction d\u2019information dans des documents manuscrits non-contraints<\/em><\/strong>, CIFED 2010, pp.<\/p>\n<p>cn<strong> 27. <\/strong>Y. Kessentini, T. Paquet, A. Benhamadou, <strong><em>Combinaison de caract\u00e9ristiques bas niveau \u00e0 travers des mod\u00e8les N-flux dans le cadre de la reconnaissance de l\u2019\u00e9criture manuscrite multi-scripts<\/em><\/strong>, CIFED\u201908, pp. , Octobre 2008.<\/p>\n<p>S. Nicolas, J. Dardenne, T. Paquet, L. Heutte, <strong><em>Un mod\u00e8es de champs al\u00e9atoire 2D appliqu\u00e9 \u00e0 la segmentation d\u2019images de documents<\/em><\/strong>, RFIA, pp. 304-312, Janvier 2008.<\/p>\n<p>Y. Kessentini, T. Paquet, A. Benhamadou, <strong><em>Combinaison d\u2019Information pour la Reconnaissance de l\u2019Ecriture Manuscrite Hors Ligne<\/em><\/strong>, RFIA, pp 109-117, Janvier 2008.<\/p>\n<p>C. Chatelain, S. Adam, Y. Lecourtier, L. Heutte, T. Paquet, <strong><em>Optimisation multi-objectif pour la s\u00e9lection de mod\u00e8les SVM<\/em><\/strong>, RFIA, pp. 490-497, Janvier 2008.<\/p>\n<p>Y. Kessentini, T. Paquet, A. Benhamadou, <strong><em>Mod\u00e8les Multi-flux pour la Reconnaissance de mots manuscrits, GRETSI<\/em><\/strong>, pp &#8211; , Septembre 2007.<\/p>\n<p>Cl\u00e9ment Chatelain, Laurent Heutte, Thierry Paquet, <strong><em>Discrimination chiffre\/rejet pour l&rsquo;extraction de champs num\u00e9riques dans des documents manuscrits<\/em><\/strong>, CIFED&rsquo;06, pp. 55-60, Fribourg, 2006.<\/p>\n<p>Alain Wiart, Thierry Paquet, Laurent Heutte, <strong><em>Localisation des ratures dans les formulaires papier num\u00e9ris\u00e9s en ligne<\/em><\/strong>, CIFED&rsquo;06, pp. 169-174, Fribourg, 2006.<\/p>\n<p>S. Nicolas, T. Paquet, L. Heutte, <strong><em>Extraction de la structure de documents manuscrits complexes \u00e0 l&rsquo;aide de champs Markoviens<\/em><\/strong>, CIFED&rsquo;06, pp. 13-18, Fribourg, 2006.<\/p>\n<p>Cl\u00e9ment Chatelain, Laurent Heutte, Thierry Paquet, <strong><em>Extraction automatique de champs num\u00e9riques dans des documents manuscrits<\/em><\/strong>, EGC&rsquo;06, Vol. 1, pp. 23-34, Lille, 2006.<\/p>\n<p>Cl\u00e9ment Chatelain, Laurent Heutte, Thierry Paquet, <strong><em>Reconnaissance de champs num\u00e9riques dans des documents manuscrits<\/em><\/strong>, RFIA&rsquo;06, pp. 45-50, Tours, 2006.<\/p>\n<p>A. Bens\u00e9fia, T. Paquet, L. Heutte, A. Nosary, <strong><em>V\u00e9rification du scripteur<\/em><\/strong>, Conf\u00e9rence Internationale Francophone sur l\u2019Ecrit et le Document, pp. 285-294, Semaine du Document Num\u00e9rique, La Rochelle, Juin 2004.<\/p>\n<p>A. Bens\u00e9fia, T. Paquet, L. Heutte, <strong><em>Identification et V\u00e9rification du Scripteur : 2 approches compl\u00e9mentaires pour l\u2019analyse quantitative des documents manuscrits<\/em><\/strong>, RFIA\u201904, pp. 1513-1521 , Toulouse, Janvier 2004.<\/p>\n<p>S. Nicolas, T. Paquet, L. Heutte. <strong><em>Un panorama des m\u00e9thodes syntaxiques pour la segmentation d&rsquo;images de documents manuscrits<\/em><\/strong>. Conf\u00e9rence Internationale Francophone sur l&rsquo;Ecrit et le Document,<br \/>\nCIFED&rsquo;2004, La Rochelle, France, pp. 237-242, 2004.<\/p>\n<p>G. Koch, L. Heutte, T. Paquet. <strong><em>Extraction de s\u00e9quences num\u00e9riques dans des courriers manuscrits<\/em><\/strong>. RFIA&rsquo;2004, Toulouse, vol. 3, pp. 1503-1511, 2004.<\/p>\n<p>A. Bens\u00e9fia, T. Paquet, L. Heutte, <strong><em>Recherche d&rsquo;Information dans une Base de Documents Manuscrits,<\/em><\/strong> Colloque International sur le Document Electronique, CIDE&rsquo;06, pp. 183-197, Caen, novembre 2003.<\/p>\n<p>A. Bens\u00e9fia, L. Heutte, T. Paquet, A. Nosary, <strong><em>Identification du scripteur par repr\u00e9sentation graph\u00e8mes<\/em><\/strong>, Conf\u00e9rence Internationale Francophone sur l\u2019Ecrit et le Document, CIFED\u201902, pp. 285-294, Hammamet, Tunisie, 2002.<\/p>\n<p>A. Nosary, T. Paquet, L. Heutte. <strong><em>Reconnaissance de textes manuscrits par adaptation au scripteur<\/em><\/strong>. Colloque International Francophone sur l&rsquo;Ecrit et le Document, CIFED&rsquo;2002, Hammamet, Tunisie, pp. 365-374, 2002.<\/p>\n<p>A. Nosary, L. Heutte, T. Paquet. <strong><em>Reconnaissance de mots manuscrits par segmentation-reconnaissance: apports d&rsquo;une reconnaissance lettres par niveau avec rejet<\/em><\/strong>. Colloque International Francophone sur l&rsquo;Ecrit et le Document, CIFED&rsquo;2002, Hammamet, Tunisie, pp. 355-364, 2002.<\/p>\n<p>T. Paquet, L. Heutte, A. Nosary, Y. Lecourtier. <strong><em>Probl\u00e9matique de la Reconnaissance de l&rsquo;Ecriture<\/em><\/strong>. Communication Multim\u00e9dia, Premi\u00e8res Rencontres des STI, ASTI&rsquo;2001, Paris, France, pp. 53 (CDROM), 2001.<\/p>\n<p>A. Nosary, L. Heutte, T. Paquet, C. Hernoux. <strong><em>Lecture automatique de textes manuscrits bas\u00e9e sur une architecture multi-agents<\/em><\/strong>. Colloque International Francophone sur l&rsquo;Ecrit et le Document, CIFED&rsquo;2000, Lyon, France, pp. 363-372, 2000.<\/p>\n<p>cn<strong> 7.<\/strong> T. Paquet, A. Nosary, L. Heutte, Y. Lecourtier. <strong><em>Apprendre l&rsquo;\u00e9criture du scripteur pour adapter la reconnaissance<\/em><\/strong>. 12\u00e8me Congr\u00e8s Francophone AFRIF-RFIA, RFIA&rsquo;2000, Paris, France, vol. 3, pp. 337-346, 2000.<\/p>\n<p>cn<strong> 6.<\/strong> T. Paquet, M. Avila, C. Olivier, <strong><em>Word Modeling for Handwritten Word Recognition<\/em><\/strong>, Vision Inteface\u201999, Trois Rivi\u00e8res, Canada, mai 1999.<\/p>\n<p>cn<strong> 5.<\/strong> M. Avila, T. Paquet, C. Olivier, <strong><em>Mod\u00e9lisation de mots manuscrits : une \u00e9tude comparative<\/em><\/strong>, Congr\u00e8s RFIA\u201998, Vol. II, pp. 425-432, Clermont-Ferrand , Janvier 1998.<\/p>\n<p>T. Paquet, C. Olivier, M. Avila, Y. Lecourtier, <strong><em>Reconnaissance de mots manuscrits par mod\u00e8les markoviens<\/em><\/strong>, 15\u00e8me colloque GRETSI, Juan les Pins, Septembre 1995.<\/p>\n<p>M. Avila, C. Olivier, T. Paquet, Y. Lecourtier, <strong><em>Proc\u00e9dure de reconnaissance de l&rsquo;\u00e9criture manuscrite bas\u00e9e sur des cha\u00eenes de Markov cach\u00e9es et appliqu\u00e9es \u00e0 un vocabulaire limit\u00e9<\/em><\/strong>, 14\u00e8me colloque GRETSI, Juan les Pins, 13-16 Septembre1993.<\/p>\n<p>T. Paquet, Y. Lecourtier, <strong><em>Reconnaissance de l&rsquo;\u00e9criture manuscrite sur des ch\u00e8ques<\/em><\/strong>, 8\u00e8me Conf\u00e9rence Afcet RF-IA, pp. 687-694, Lyon, Nov. 91.<\/p>\n<p>T. Paquet, R. Mullot, E. Trupin, K. Rom\u00e9o, Y. Lecourtier, <strong><em>Un algorithme rapide de d\u00e9tection des mots d&rsquo;un texte manuscrit,<\/em><\/strong> 7\u00e8me Conf\u00e9rence Afcet RF-IA, pp. 1501-1510, Paris, Nov. 1989.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; See my scholar profile International journal papers International conferences Talks National journal papers National conferences Editor International journal papers L. Hamdi, A. Tamasna, P. Boisson, T. Paquet, Tableseq: unified generation of structure, content, and layout, International Journal on Document Analysis and Recognition (IJDAR), part of Springer Nature 2026, https:\/\/doi.org\/10.1007\/s10032-026-00586-6 L. Hamdi, A. Tamasna, P. &hellip; <a href=\"https:\/\/pagesperso.litislab.fr\/tpaquet\/publications\/\" class=\"more-link\">Continuer la lecture de <span class=\"screen-reader-text\">Publications<\/span>  <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_exactmetrics_skip_tracking":false,"footnotes":""},"class_list":["post-27","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/pagesperso.litislab.fr\/tpaquet\/wp-json\/wp\/v2\/pages\/27","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pagesperso.litislab.fr\/tpaquet\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pagesperso.litislab.fr\/tpaquet\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pagesperso.litislab.fr\/tpaquet\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/pagesperso.litislab.fr\/tpaquet\/wp-json\/wp\/v2\/comments?post=27"}],"version-history":[{"count":57,"href":"https:\/\/pagesperso.litislab.fr\/tpaquet\/wp-json\/wp\/v2\/pages\/27\/revisions"}],"predecessor-version":[{"id":192,"href":"https:\/\/pagesperso.litislab.fr\/tpaquet\/wp-json\/wp\/v2\/pages\/27\/revisions\/192"}],"wp:attachment":[{"href":"https:\/\/pagesperso.litislab.fr\/tpaquet\/wp-json\/wp\/v2\/media?parent=27"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}