Laurent Heutte - researchr alias

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2010

Structure Adaptation of HMM Applied to OCRKamel Ait-Mohand, Thierry Paquet, Nicolas Ragot, Laurent Heutte. icpr 2010: 2877-2880 [doi]

Font adaptation of an HMM-based OCR systemKamel Ait-Mohand, Laurent Heutte, Thierry Paquet, Nicolas Ragot. drr 2010: 1-10 [doi]

A Study of Strength and Correlation in Random ForestsSimon Bernard, Laurent Heutte, Sébastien Adam. icic 2010: 186-191 [doi]

Noncost Sensitive SVM Training Using Multiple Model SelectionClÃ©ment Chatelain, SÃ©bastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet. jcsc, 19(1):231-242, 2010. [doi]

A multi-model selection framework for unknown and/or evolutive misclassification cost problemsClément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet. PR, 43(3):815-823, 2010. [doi]

Using a Priori Knowledge to Classify in Vivo Images of the LungChesner Désir, Caroline Petitjean, Laurent Heutte, Luc Thiberville. icic 2010: 207-212 [doi]

Advanced Intelligent Computing Theories and Applications - 6th International Conference on Intelligent Computing, ICIC 2010, Changsha, China, August 18-21, 2010. ProceedingsDe-Shuang Huang, T. Martin McGinnity, Laurent Heutte, Xiao-Ping Zhang, editors, Volume 93 of Communications in Computer and Information Science, Springer, 2010. [doi]

A New Hierarchical Handwritten Document Layout Extraction Based on Conditional Random Field ModelingFlorent Montreuil, Stéphane Nicolas, Emmanuele Grosicki, Laurent Heutte. icfhr 2010: 31-36 [doi]

Alpha-Numerical Sequences Extraction in Handwritten DocumentsSimon Thomas, Clément Chatelain, Laurent Heutte, Thierry Paquet. icfhr 2010: 232-237 [doi]

An Information Extraction Model for Unconstrained Handwritten DocumentsSimon Thomas, Clément Chatelain, Laurent Heutte, Thierry Paquet. icpr 2010: 3412-3415 [doi]

2009

Influence of Hyperparameters on Random Forest AccuracySimon Bernard, Laurent Heutte, Sébastien Adam. mcs 2009: 171-180 [doi]

Towards a Better Understanding of Random Forests through the Study of Strength and CorrelationSimon Bernard, Laurent Heutte, SÃ©bastien Adam. icic 2009: 536-545 [doi]

On the selection of decision trees in Random ForestsSimon Bernard, Laurent Heutte, Sébastien Adam. ijcnn 2009: 302-307 [doi]

Unconstrained Handwritten Document Layout Extraction Using 2D Conditional Random FieldsFlorent Montreuil, Emmanuele Grosicki, Laurent Heutte, StÃ©phane Nicolas. icdar 2009: 853-857 [doi]

A Top-Down Approach for Automatic Dropper Extraction in Catenary ScenesCaroline Petitjean, Laurent Heutte, Régis Kouadio, Vincent Delcourt. ibpria 2009: 225-232 [doi]

Characterization of Endomicroscopic Images of the Distal Lung for Computer-Aided DiagnosisAurÃ©lien Saint-RÃ©quier, BenoÃ®t Lelandais, Caroline Petitjean, Chesner DÃ©sir, Laurent Heutte, Mathieu SalaÃ¼n, Luc Thiberville. icic 2009: 994-1003 [doi]

2008

2007

Using Random Forests for Handwritten Digit RecognitionSimon Bernard, Sébastien Adam, Laurent Heutte. icdar 2007: 1043-1047 [doi]

Multi-Objective Optimization for SVM Model SelectionClément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet. icdar 2007: 427-431 [doi]

Machine Dating of Handwritten ManuscriptsUtpal Garain, Swapan K. Parui, Thierry Paquet, Laurent Heutte. icdar 2007: 759-763 [doi]

Advanced Intelligent Computing Theories and Applications. With Aspects of Contemporary Intelligent Computing Techniques, Third International Conference on Intelligent Computing, ICIC 2007, Qingdao, China, August 21-24, 2007. ProceedingsDe-Shuang Huang, Laurent Heutte, Marco Loog, editors, Volume 2 of Communications in Computer and Information Science, Springer, 2007.

Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, Third International Conference on Intelligent Computing, ICIC 2007, Qingdao, China, August 21-24, 2007, ProceedingsDe-Shuang Huang, Laurent Heutte, Marco Loog, editors, Volume 4681 of Lecture Notes in Computer Science, Springer, 2007.

Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, Third International Conference on Intelligent Computing, ICIC 2007, Qingdao, China, August 21-24, 2007, ProceedingsDe-Shuang Huang, Laurent Heutte, Marco Loog, editors, Volume 4682 of Lecture Notes in Computer Science, Springer, 2007.

Document Image Segmentation Using a 2D Conditional Random Field ModelStéphane Nicolas, J. Dardenne, Thierry Paquet, Laurent Heutte. icdar 2007: 407-411 [doi]

Detection and recognition of erasures in on-line captured paper formsAlain Wiart, Thierry Paquet, Laurent Heutte. prl, 28(10):1263-1270, 2007. [doi]

2006

Segmentation-Driven Recognition Applied to Numerical Field Extraction from Handwritten Incoming Mail DocumentsClément Chatelain, Laurent Heutte, Thierry Paquet. das 2006: 564-575 [doi]

A two-stage outlier rejection strategy for numerical field extraction in handwritten documentsClément Chatelain, Laurent Heutte, Thierry Paquet. icpr 2006: 224-227 [doi]

Extraction automatique de champs numériques dans des documents manuscritsClément Chatelain, Laurent Heutte, Thierry Paquet. f-egc 2006: 23-34

On foreground - background separation in low quality document imagesUtpal Garain, Thierry Paquet, Laurent Heutte. ijdar, 8(1):47-63, 2006. [doi]

Complex Handwritten Page Segmentation Using Contextual ModelsStéphane Nicolas, Thierry Paquet, Laurent Heutte. dial 2006: 46-59 [doi]

A Markovian Approach for Handwritten Document SegmentationStéphane Nicolas, Thierry Paquet, Laurent Heutte. icpr 2006: 292-295 [doi]

Experimental Comparison of Combination Rules using Simulated DataHéla Zouari, Laurent Heutte, Yves Lecourtier. icpr 2006: 152-155 [doi]

2005

A writer identification and verification systemAmeur Bensefia, Thierry Paquet, Laurent Heutte. prl, 26(13):2080-2092, 2005. [doi]

On Foreground-Background Separation in Low Quality Color Document ImagesUtpal Garain, Thierry Paquet, Laurent Heutte. icdar 2005: 585-589 [doi]

Automatic extraction of numerical sequences in handwritten incoming mail documentsGuillaume Koch, Laurent Heutte, Thierry Paquet. prl, 26(8):1118-1127, 2005. [doi]

Handwritten Document Segmentation Using Hidden Markov Random FieldsStéphane Nicolas, Yousri Kessentini, Thierry Paquet, Laurent Heutte. icdar 2005: 212-216 [doi]

Controlling the diversity in classifier ensembles through a measure of agreementHéla Zouari, Laurent Heutte, Yves Lecourtier. PR, 38(11):2195-2199, 2005. [doi]

Using Diversity Measure in Building Classifier Ensembles for Combination Method AnalysisHéla Zouari, Laurent Heutte, Yves Lecourtier. cores 2005: 337-344 [doi]

2004

A multiple agent architecture for handwritten text recognitionLaurent Heutte, Ali Nosary, Thierry Paquet. PR, 37(4):665-674, 2004. [doi]

Enriching Historical Manuscripts: The Bovary ProjectStéphane Nicolas, Thierry Paquet, Laurent Heutte. das 2004: 135-146 [doi]

Unsupervised writer adaptation applied to handwritten text recognitionAli Nosary, Laurent Heutte, Thierry Paquet. PR, 37(2):385-388, 2004. [doi]

Clustering And Bayesian Network Approaches For Discovering Handwriting Strategies Of Primary School ChildrenIyad Zaarour, Laurent Heutte, Philippe Leray, Jacques Labiche, Bassam Eter, Daniel Mellier. ijprai, 18(7):1233-1251, 2004. [doi]

Building Diverse Classifier Outputs to Evaluate the Behavior of Combination Methods: The Case of Two ClassifiersHéla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi. mcs 2004: 273-282 [doi]

Simulating Classifier Ensembles of Fixed Diversity for Studying Plurality Voting PerformanceHéla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi. icpr 2004: 232-235 [doi]

Generating Classifier Outputs with Fixed Diversity for Evaluating Voting MethodsHéla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi. gacm 2004: 1001-1009 [doi]

2003

Information Retrieval Based Writer IdentificationAmeur Bensefia, Thierry Paquet, Laurent Heutte. icdar 2003: 946-950 [doi]

Information Retrieval Based Writer IdentificationAmeur Bensefia, Thierry Paquet, Laurent Heutte. pris 2003: 56-63

Numerical Sequence Extraction in Handwritten Incoming Mail DocumentsGuillaume Koch, Laurent Heutte, Thierry Paquet. icdar 2003: 369-373 [doi]

Numerical Field Extraction in Handwritten Incoming Mail DocumentsGuillaume Koch, Laurent Heutte, Thierry Paquet. pris 2003: 167-172

Digitizing cultural heritage manuscripts: the Bovary projectStéphane Nicolas, Thierry Paquet, Laurent Heutte. DOCENG 2003: 55-57 [doi]

A New Classifier Simulator for Evaluating Parallel Combination MethodsHéla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi. icdar 2003: 26-30 [doi]

Simulating Classifier Outputs for Evaluating Parallel Combination MethodsHéla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi. mcs 2003: 296-305 [doi]

2001

Source-to-Source Instrumentation for the Optimization of an Automatic Reading SystemP. Pereira, Laurent Heutte, Yves Lecourtier. tjs, 18(1):89-104, 2001.

1999

Defining Writer s Invariants to Adapt the Recognition TaskAli Nosary, Laurent Heutte, Thierry Paquet, Yves Lecourtier. icdar 1999: 765-768 [doi]

1998

A structural/statistical feature based vector for handwritten character recognitionLaurent Heutte, Thierry Paquet, Jean-Vincent Moreau, Yves Lecourtier, Christian Olivier. prl, 19(7):629-641, 1998. [doi]

1997

Multi-Bank Check Recognition System: Consideration on The Numeral Amount Recognition ModuleLaurent Heutte, Paulo Barbosa-Pereira, Olivier Bougeois, Jean-Vincent Moreau, Brigitte Plessis, Pierre Courtellemont, Yves Lecourtier. ijprai, 11(4):595-618, 1997.