Laurent Heutte

Chesner Désir, Caroline Petitjean, Laurent Heutte, Luc Thiberville, Mathieu Salaün: An SVM-based distal lung image classification using texture descriptors. Comp. Med. Imag. and Graph. 36(4): 264-270 (2012)

Thierry Paquet, Laurent Heutte, Guillaume Koch, Clément Chatelain: A categorization system for handwritten documents. IJDAR 15(4): 315-330 (2012)

Simon Bernard, Sébastien Adam, Laurent Heutte: Dynamic Random Forests. Pattern Recognition Letters 33(12): 1580-1586 (2012)

Chesner Désir, Caroline Petitjean, Laurent Heutte, Mathieu Salaün, Luc Thiberville: Classification of Endomicroscopic Images of the Lung Based on Random Subwindows and Extra-Trees. IEEE Trans. Biomed. Engineering 59(9): 2677-2683 (2012)

Pierrick Tranouez, Stéphane Nicolas, Vladislavs Dovgalecs, Alexandre Burnett, Laurent Heutte, Yiqing Liang, Richard M. Guest, Michael C. Fairhurst: DocExplore: overcoming cultural and physical barriers to access ancient documents. ACM Symposium on Document Engineering 2012: 205-208

David Hebert, Chesner Désir, Caroline Petitjean, Laurent Heutte, Luc Thiberville: Detection of pathological condition in distal lung images. ISBI 2012: 1603-1606

Chesner Désir, Simon Bernard, Caroline Petitjean, Laurent Heutte: A Random Forest Based Approach for One Class Classification in Medical Imaging. MLMI 2012: 250-257

Chesner Désir, Simon Bernard, Caroline Petitjean, Laurent Heutte: A New Random Forest Method for One-Class Classification. SSPR/SPR 2012: 282-290

Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet: Noncost Sensitive SVM Training Using Multiple Model Selection. Journal of Circuits, Systems, and Computers 19(1): 231-242 (2010)

Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet: A multi-model selection framework for unknown and/or evolutive misclassification cost problems. Pattern Recognition 43(3): 815-823 (2010)

Kamel Ait-Mohand, Laurent Heutte, Thierry Paquet, Nicolas Ragot: Font adaptation of an HMM-based OCR system. DRR 2010: 1-10

Florent Montreuil, Stéphane Nicolas, Emmanuele Grosicki, Laurent Heutte: A New Hierarchical Handwritten Document Layout Extraction Based on Conditional Random Field Modeling. ICFHR 2010: 31-36

Simon Thomas, Clément Chatelain, Laurent Heutte, Thierry Paquet: Alpha-Numerical Sequences Extraction in Handwritten Documents. ICFHR 2010: 232-237

Simon Bernard, Laurent Heutte, Sébastien Adam: A Study of Strength and Correlation in Random Forests. ICIC (3) 2010: 186-191

Chesner Désir, Caroline Petitjean, Laurent Heutte, Luc Thiberville: Using a Priori Knowledge to Classify in Vivo Images of the Lung. ICIC (2) 2010: 207-212

Kamel Ait-Mohand, Thierry Paquet, Nicolas Ragot, Laurent Heutte: Structure Adaptation of HMM Applied to OCR. ICPR 2010: 2877-2880

Simon Thomas, Clément Chatelain, Laurent Heutte, Thierry Paquet: An Information Extraction Model for Unconstrained Handwritten Documents. ICPR 2010: 3412-3415

De-Shuang Huang, T. Martin McGinnity, Laurent Heutte, Xiao-Ping Zhang (Eds.): Advanced Intelligent Computing Theories and Applications - 6th International Conference on Intelligent Computing, ICIC 2010, Changsha, China, August 18-21, 2010. Proceedings. Communications in Computer and Information Science 93, Springer 2010, isbn 978-3-642-14830-9

Caroline Petitjean, Laurent Heutte, Régis Kouadio, Vincent Delcourt: A Top-Down Approach for Automatic Dropper Extraction in Catenary Scenes. IbPRIA 2009: 225-232

Florent Montreuil, Emmanuele Grosicki, Laurent Heutte, Stéphane Nicolas: Unconstrained Handwritten Document Layout Extraction Using 2D Conditional Random Fields. ICDAR 2009: 853-857

Simon Bernard, Laurent Heutte, Sébastien Adam: Towards a Better Understanding of Random Forests through the Study of Strength and Correlation. ICIC (2) 2009: 536-545

Aurélien Saint-Réquier, Benoît Lelandais, Caroline Petitjean, Chesner Désir, Laurent Heutte, Mathieu Salaün, Luc Thiberville: Characterization of Endomicroscopic Images of the Distal Lung for Computer-Aided Diagnosis. ICIC (1) 2009: 994-1003

Simon Bernard, Laurent Heutte, Sébastien Adam: On the selection of decision trees in Random Forests. IJCNN 2009: 302-307

Simon Bernard, Laurent Heutte, Sébastien Adam: Influence of Hyperparameters on Random Forest Accuracy. MCS 2009: 171-180

Caroline Petitjean, Jonathan Benoist, Luc Thiberville, Mathieu Salaün, Laurent Heutte: Classification of In-Vivo Endomicroscopic Images of the Alveolar Respiratory System. MVA 2009: 471-474

Caroline Petitjean, Laurent Heutte, Régis Kouadio, Vincent Delcourt: Automatic Extraction of Droppers in Catenary Scenes. MVA 2009: 497-500

Xiaofeng Wang, De-Shuang Huang, Ji-Xiang Du, Huan Xu, Laurent Heutte: Classification of plant leaf images with complicated background. Applied Mathematics and Computation 205(2): 916-926 (2008)

Wei Jia, Bin Ling, Kwok-Wing Chau, Laurent Heutte: Palmprint identification using restricted fusion. Applied Mathematics and Computation 205(2): 927-934 (2008)

Stephanie Glenat, Laurent Heutte, Thierry Paquet, Richard M. Guest, Michael C. Fairhurst, Tristan Linnell: The Development of a Computer-Assisted Tool for the Assessment of Neuropsychological Drawing Tasks. International Journal of Information Technology and Decision Making 7(4): 751-767 (2008)

Utpal Garain, Swapan K. Parui, Thierry Paquet, Laurent Heutte: Machine dating of manuscripts written by an individual. J. Electronic Imaging 17(1): 011012 (2008)

Simon Bernard, Laurent Heutte, Sébastien Adam: Forest-RK: A New Random Forest Induction Method. ICIC (2) 2008: 430-437

Alain Wiart, Thierry Paquet, Laurent Heutte: Detection and recognition of erasures in on-line captured paper forms. Pattern Recognition Letters 28(10): 1263-1270 (2007)

Stéphane Nicolas, J. Dardenne, Thierry Paquet, Laurent Heutte: Document Image Segmentation Using a 2D Conditional Random Field Model. ICDAR 2007: 407-411

Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet: Multi-Objective Optimization for SVM Model Selection. ICDAR 2007: 427-431

Utpal Garain, Swapan K. Parui, Thierry Paquet, Laurent Heutte: Machine Dating of Handwritten Manuscripts. ICDAR 2007: 759-763

Simon Bernard, Sébastien Adam, Laurent Heutte: Using Random Forests for Handwritten Digit Recognition. ICDAR 2007: 1043-1047

De-Shuang Huang, Laurent Heutte, Marco Loog (Eds.): 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. Proceedings. Communications in Computer and Information Science 2, Springer 2007, isbn 978-3-540-74281-4

De-Shuang Huang, Laurent Heutte, Marco Loog (Eds.): 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, Proceedings. Lecture Notes in Computer Science 4681, Springer 2007, isbn 978-3-540-74170-1

De-Shuang Huang, Laurent Heutte, Marco Loog (Eds.): 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, Proceedings. Lecture Notes in Computer Science 4682, Springer 2007, isbn 978-3-540-74201-2

Utpal Garain, Thierry Paquet, Laurent Heutte: On foreground - background separation in low quality document images. IJDAR 8(1): 47-63 (2006)

Clément Chatelain, Laurent Heutte, Thierry Paquet: Segmentation-Driven Recognition Applied to Numerical Field Extraction from Handwritten Incoming Mail Documents. Document Analysis Systems 2006: 564-575

Stéphane Nicolas, Thierry Paquet, Laurent Heutte: Complex Handwritten Page Segmentation Using Contextual Models. DIAL 2006: 46-59

Clément Chatelain, Laurent Heutte, Thierry Paquet: Extraction automatique de champs numériques dans des documents manuscrits. EGC 2006: 23-34

Héla Zouari, Laurent Heutte, Yves Lecourtier: Experimental Comparison of Combination Rules using Simulated Data. ICPR (3) 2006: 152-155

Clément Chatelain, Laurent Heutte, Thierry Paquet: A two-stage outlier rejection strategy for numerical field extraction in handwritten documents. ICPR (3) 2006: 224-227

Stéphane Nicolas, Thierry Paquet, Laurent Heutte: A Markovian Approach for Handwritten Document Segmentation. ICPR (3) 2006: 292-295

Héla Zouari, Laurent Heutte, Yves Lecourtier: Controlling the diversity in classifier ensembles through a measure of agreement. Pattern Recognition 38(11): 2195-2199 (2005)

Guillaume Koch, Laurent Heutte, Thierry Paquet: Automatic extraction of numerical sequences in handwritten incoming mail documents. Pattern Recognition Letters 26(8): 1118-1127 (2005)

Ameur Bensefia, Thierry Paquet, Laurent Heutte: A writer identification and verification system. Pattern Recognition Letters 26(13): 2080-2092 (2005)

Héla Zouari, Laurent Heutte, Yves Lecourtier: Using Diversity Measure in Building Classifier Ensembles for Combination Method Analysis. CORES 2005: 337-344

Stéphane Nicolas, Yousri Kessentini, Thierry Paquet, Laurent Heutte: Handwritten Document Segmentation Using Hidden Markov Random Fields. ICDAR 2005: 212-216

Utpal Garain, Thierry Paquet, Laurent Heutte: On Foreground-Background Separation in Low Quality Color Document Images. ICDAR 2005: 585-589

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

Ali Nosary, Laurent Heutte, Thierry Paquet: Unsupervised writer adaptation applied to handwritten text recognition. Pattern Recognition 37(2): 385-388 (2004)

Laurent Heutte, Ali Nosary, Thierry Paquet: A multiple agent architecture for handwritten text recognition. Pattern Recognition 37(4): 665-674 (2004)

Stéphane Nicolas, Thierry Paquet, Laurent Heutte: Enriching Historical Manuscripts: The Bovary Project. Document Analysis Systems 2004: 135-146

Clément Chatelain, Laurent Heutte, Thierry Paquet: A syntax-directed method for numerical field extraction using classifier combination. IWFHR 2004: 93-98

Ameur Bensefia, Thierry Paquet, Laurent Heutte: Handwriting analysis for writer verification. IWFHR 2004: 196-201

Stéphane Nicolas, Thierry Paquet, Laurent Heutte: Text line segmentation in handwritten document using a production system. IWFHR 2004: 245-250

Guillaume Koch, Thierry Paquet, Laurent Heutte: Combination of contextual information for handwritten word recognition. IWFHR 2004: 468-473

Héla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi: Simulating Classifier Ensembles of Fixed Diversity for Studying Plurality Voting Performance. ICPR (1) 2004: 232-235

Héla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi: Building Diverse Classifier Outputs to Evaluate the Behavior of Combination Methods: The Case of Two Classifiers. Multiple Classifier Systems 2004: 273-282

Héla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi: Generating Classifier Outputs with Fixed Diversity for Evaluating Voting Methods. SSPR/SPR 2004: 1001-1009

Stéphane Nicolas, Thierry Paquet, Laurent Heutte: Digitizing cultural heritage manuscripts: the Bovary project. ACM Symposium on Document Engineering 2003: 55-57

Héla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi: A New Classifier Simulator for Evaluating Parallel Combination Methods. ICDAR 2003: 26-30

Guillaume Koch, Laurent Heutte, Thierry Paquet: Numerical Sequence Extraction in Handwritten Incoming Mail Documents. ICDAR 2003: 369-373

Ameur Bensefia, Thierry Paquet, Laurent Heutte: Information Retrieval Based Writer Identification. ICDAR 2003: 946-950

Héla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi: Simulating Classifier Outputs for Evaluating Parallel Combination Methods. Multiple Classifier Systems 2003: 296-305

Ameur Bensefia, Thierry Paquet, Laurent Heutte: Information Retrieval Based Writer Identification. PRIS 2003: 56-63

Guillaume Koch, Laurent Heutte, Thierry Paquet: Numerical Field Extraction in Handwritten Incoming Mail Documents. PRIS 2003: 167-172

Ameur Bensefia, Ali Nosary, Thierry Paquet, Laurent Heutte: Writer identification by writer's invariants. IWFHR 2002: 274-279

Ali Nosary, Thierry Paquet, Laurent Heutte, Ameur Bensefia: Handwritten text recognition through writer adaptation. IWFHR 2002: 363-368

P. Pereira, Laurent Heutte, Yves Lecourtier: Source-to-Source Instrumentation for the Optimization of an Automatic Reading System. The Journal of Supercomputing 18(1): 89-104 (2001)

Ali Nosary, Laurent Heutte, Thierry Paquet, Yves Lecourtier: Defining Writer's Invariants to Adapt the Recognition Task. ICDAR 1999: 765-768

Laurent Heutte, Thierry Paquet, Jean-Vincent Moreau, Yves Lecourtier, Christian Olivier: A structural/statistical feature based vector for handwritten character recognition. Pattern Recognition Letters 19(7): 629-641 (1998)

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