Two aspects of automatic map treatment: road and texture extractions. - Laurent Heutte; Jean-Marc Ogier; Yves Lecourtier; Christian Olivier (ICPR (3), 1992)

Handwritten numeral recognition based on multiple feature extractors. - Laurent Heutte; Jean-Vincent Moreau; Brigitte Plessis; Jean Luc Plagnaud; Yves Lecourtier (ICDAR, 1993)

A multi-classifier combination strategy for the recognition of handwritten cursive words. - Brigitte Plessis; Anne Sicsu; Laurent Heutte; Eric Menu; Eric Lecolinet; Olivier Debon; Jean-Vincent Moreau (ICDAR, 1993)

Numeral amount recognition on multi-bank cheques. - Paulo Barbosa-Pereira; Laurent Heutte; Olivier Bougeois; Jean-Vincent Moreau; Brigitte Plessis; Pierre Courtellemont; Yves Lecourtier (ICPR, 1996)

Combining structural and statistical features for the recognition of handwritten characters. - Laurent Heutte; Jean-Vincent Moreau; Thierry Paquet; Yves Lecourtier; Christian Olivier (ICPR, 1996)

Multi-Bank Check Recognition System: Consideration on The Numeral Amount Recognition Module. - Laurent Heutte; Paulo Barbosa-Pereira; Olivier Bougeois; Jean-Vincent Moreau; Brigitte Plessis; Pierre Courtellemont; Yves Lecourtier (Int. J. Pattern Recognit. Artif. Intell., 1997)

A structural/statistical feature based vector for handwritten character recognition. - Laurent Heutte; Thierry Paquet; Jean-Vincent Moreau; Yves Lecourtier; Christian Olivier (Pattern Recognit. Lett., 1998)

Defining Writer's Invariants to Adapt the Recognition Task. - Ali Nosary; Laurent Heutte; Thierry Paquet; Yves Lecourtier (ICDAR, 1999)

Source-to-Source Instrumentation for the Optimization of an Automatic Reading System. - Paulo Barbosa-Pereira; Laurent Heutte; Yves Lecourtier (J. Supercomput., 2001)

Writer identification by writer's invariants. - Ameur Bensefia; Ali Nosary; Thierry Paquet; Laurent Heutte (IWFHR, 2002)

Handwritten text recognition through writer adaptation. - Ali Nosary; Thierry Paquet; Laurent Heutte; Ameur Bensefia (IWFHR, 2002)

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

Information Retrieval Based Writer Identification. - Ameur Bensefia; Thierry Paquet; Laurent Heutte (ICDAR, 2003)

Numerical Sequence Extraction in Handwritten Incoming Mail Documents. - Guillaume Koch; Laurent Heutte; Thierry Paquet (ICDAR, 2003)

A New Classifier Simulator for Evaluating Parallel Combination Methods. - Héla Zouari; Laurent Heutte; Yves Lecourtier; Adel M. Alimi (ICDAR, 2003)

Simulating Classifier Outputs for Evaluating Parallel Combination Methods. - Héla Zouari; Laurent Heutte; Yves Lecourtier; Adel M. Alimi (Multiple Classifier Systems, 2003)

Numerical Field Extraction in Handwritten Incoming Mail Documents. - Guillaume Koch; Laurent Heutte; Thierry Paquet (PRIS, 2003)

Documents manuscrits et recherche d'information. - Ameur Bensefia; Thierry Paquet; Laurent Heutte (Document Numérique, 2003)

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

Handwriting analysis for writer verification. - Ameur Bensefia; Thierry Paquet; Laurent Heutte (IWFHR, 2004)

A syntax-directed method for numerical field extraction using classifier combination. - Clément Chatelain 001; Laurent Heutte; Thierry Paquet (IWFHR, 2004)

Combination of contextual information for handwritten word recognition. - Guillaume Koch; Thierry Paquet; Laurent Heutte (IWFHR, 2004)

Text line segmentation in handwritten document using a production system. - Stéphane Nicolas; Thierry Paquet; Laurent Heutte (IWFHR, 2004)

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

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

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

Clustering And Bayesian Network Approaches For Discovering Handwriting Strategies Of Primary School Children. - Iyad Zaarour; Laurent Heutte; Philippe Leray 001; Jacques Labiche; Bassam Eter; Daniel Mellier (Int. J. Pattern Recognit. Artif. Intell., 2004)

A multiple agent architecture for handwritten text recognition. - Laurent Heutte; Ali Nosary; Thierry Paquet (Pattern Recognit., 2004)

Unsupervised writer adaptation applied to handwritten text recognition. - Ali Nosary; Laurent Heutte; Thierry Paquet (Pattern Recognit., 2004)

Using Diversity Measure in Building Classifier Ensembles for Combination Method Analysis. - Héla Zouari; Laurent Heutte; Yves Lecourtier (CORES, 2005)

On Foreground-Background Separation in Low Quality Color Document Images. - Utpal Garain; Thierry Paquet; Laurent Heutte (ICDAR, 2005)

Handwritten Document Segmentation Using Hidden Markov Random Fields. - Stéphane Nicolas; Yousri Kessentini; Thierry Paquet; Laurent Heutte (ICDAR, 2005)

Controlling the diversity in classifier ensembles through a measure of agreement. - Héla Zouari; Laurent Heutte; Yves Lecourtier (Pattern Recognit., 2005)

A writer identification and verification system. - Ameur Bensefia; Thierry Paquet; Laurent Heutte (Pattern Recognit. Lett., 2005)

Automatic extraction of numerical sequences in handwritten incoming mail documents. - Guillaume Koch; Laurent Heutte; Thierry Paquet (Pattern Recognit. Lett., 2005)

Segmentation-Driven Recognition Applied to Numerical Field Extraction from Handwritten Incoming Mail Documents. - Clément Chatelain 001; Laurent Heutte; Thierry Paquet (Document Analysis Systems, 2006)

Complex Handwritten Page Segmentation Using Contextual Models. - Stéphane Nicolas; Thierry Paquet; Laurent Heutte (DIAL, 2006)

Extraction automatique de champs numériques dans des documents manuscrits. - Clément Chatelain 001; Laurent Heutte; Thierry Paquet (EGC, 2006)

A two-stage outlier rejection strategy for numerical field extraction in handwritten documents. - Clément Chatelain 001; Laurent Heutte; Thierry Paquet (ICPR (3), 2006)

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

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

On foreground - background separation in low quality document images. - Utpal Garain; Thierry Paquet; Laurent Heutte (Int. J. Document Anal. Recognit., 2006)

Using Random Forests for Handwritten Digit Recognition. - Simon Bernard 001; Sébastien Adam; Laurent Heutte (ICDAR, 2007)

Multi-Objective Optimization for SVM Model Selection. - Clément Chatelain 001; Sébastien Adam; Yves Lecourtier; Laurent Heutte; Thierry Paquet (ICDAR, 2007)

Machine Dating of Handwritten Manuscripts. - Utpal Garain; Swapan K. Parui; Thierry Paquet; Laurent Heutte (ICDAR, 2007)

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

Detection and recognition of erasures in on-line captured paper forms. - Alain Wiart; Thierry Paquet; Laurent Heutte (Pattern Recognit. Lett., 2007)

Automatic extraction of information for catenary scene analysis. - Florent Montreuil; Régis Kouadio; Caroline Petitjean; Laurent Heutte; Vincent Delcourt (EUSIPCO, 2008)

Authorial manuscript image analysis using markovian models: the Bovary project. - Stéphane Nicolas; Laurent Heutte; Thierry Paquet (EUSIPCO, 2008)

Forest-RK: A New Random Forest Induction Method. - Simon Bernard 001; Laurent Heutte; Sébastien Adam (ICIC (2), 2008)

Palmprint identification using restricted fusion. - Wei Jia; Bin Ling; Kwok-Wing Chau; Laurent Heutte (Appl. Math. Comput., 2008)

Classification of plant leaf images with complicated background. - Xiaofeng Wang; De-Shuang Huang; Ji-Xiang Du; Huan Xu; Laurent Heutte (Appl. Math. Comput., 2008)

The Development of a Computer-Assisted Tool for the Assessment of Neuropsychological Drawing Tasks. - Stephanie Glenat; Laurent Heutte; Thierry Paquet; Richard M. Guest; Michael C. Fairhurst; Tristan Linnell (Int. J. Inf. Technol. Decis. Mak., 2008)

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

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

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

Towards a Better Understanding of Random Forests through the Study of Strength and Correlation. - Simon Bernard 001; Laurent Heutte; Sébastien Adam (ICIC (2), 2009)

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

On the selection of decision trees in Random Forests. - Simon Bernard 001; Laurent Heutte; Sébastien Adam (IJCNN, 2009)

Influence of Hyperparameters on Random Forest Accuracy. - Simon Bernard 001; Laurent Heutte; Sébastien Adam (MCS, 2009)

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

Automatic Extraction of Droppers in Catenary Scenes. - Caroline Petitjean; Laurent Heutte; Régis Kouadio; Vincent Delcourt (MVA, 2009)

Font adaptation of an HMM-based OCR system. - Kamel Ait-Mohand; Laurent Heutte; Thierry Paquet; Nicolas Ragot (DRR, 2010)

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

Alpha-Numerical Sequences Extraction in Handwritten Documents. - Simon Thomas 002; Clément Chatelain 001; Laurent Heutte; Thierry Paquet (ICFHR, 2010)

A Study of Strength and Correlation in Random Forests. - Simon Bernard 001; Laurent Heutte; Sébastien Adam (ICIC (3), 2010)

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

Structure Adaptation of HMM Applied to OCR. - Kamel Ait-Mohand; Thierry Paquet; Nicolas Ragot; Laurent Heutte (ICPR, 2010)

An Information Extraction Model for Unconstrained Handwritten Documents. - Simon Thomas 002; Clément Chatelain 001; Laurent Heutte; Thierry Paquet (ICPR, 2010)

Noncost Sensitive SVM Training Using Multiple Model Selection. - Clément Chatelain 001; Sébastien Adam; Yves Lecourtier; Laurent Heutte; Thierry Paquet (J. Circuits Syst. Comput., 2010)

A multi-model selection framework for unknown and/or evolutive misclassification cost problems. - Clément Chatelain 001; Sébastien Adam; Yves Lecourtier; Laurent Heutte; Thierry Paquet (Pattern Recognit., 2010)

Intégration d'informations textuelles de haut niveau en analyse de structures de documents manuscrits non contraints. - Florent Montreuil; Stéphane Nicolas; Laurent Heutte; Emmanuèle Grosicki (Document Numérique, 2011)

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

Detection of pathological condition in distal lung images. - David Hebert; Chesner Désir; Caroline Petitjean; Laurent Heutte; Luc Thiberville (ISBI, 2012)

A Random Forest Based Approach for One Class Classification in Medical Imaging. - Chesner Désir; Simon Bernard 001; Caroline Petitjean; Laurent Heutte (MLMI, 2012)

A New Random Forest Method for One-Class Classification. - Chesner Désir; Simon Bernard 001; Caroline Petitjean; Laurent Heutte (SSPR/SPR, 2012)

An SVM-based distal lung image classification using texture descriptors. - Chesner Désir; Caroline Petitjean; Laurent Heutte; Luc Thiberville; Mathieu Salaün (Comput. Medical Imaging Graph., 2012)

A categorization system for handwritten documents. - Thierry Paquet; Laurent Heutte; Guillaume Koch; Clément Chatelain 001 (Int. J. Document Anal. Recognit., 2012)

Dynamic Random Forests. - Simon Bernard 001; Sébastien Adam; Laurent Heutte (Pattern Recognit. Lett., 2012)

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

Spot It! Finding Words and Patterns in Historical Documents. - Vladislavs Dovgalecs; Alexandre Burnett; Pierrick Tranouez; Stéphane Nicolas; Laurent Heutte (ICDAR, 2013)

Un modèle neuro markovien profond pour l'extraction de séquences dans des documents manuscrits. - Simon Thomas 002; Clément Chatelain 001; Thierry Paquet; Laurent Heutte (Document Numérique, 2013)

One class random forests. - Chesner Désir; Simon Bernard 001; Caroline Petitjean; Laurent Heutte (Pattern Recognit., 2013)

EMMEL: a framework for historical manuscript analysis and presentation. - Yiqing Liang; R. M. Guest; Michael C. Fairhurst; Laurent Heutte; Stéphane Nicolas; Alexandre Burnett; Thomas Palfray (Univers. Access Inf. Soc., 2014)

Segmentation-free pattern spotting in historical document images. - Sovann En; Caroline Petitjean; Stéphane Nicolas; Laurent Heutte (ICDAR, 2015)

Linear Discriminant Analysis for Zero-shot Learning Image Retrieval. - Sovann En; Frédéric Jurie; Stéphane Nicolas; Caroline Petitjean; Laurent Heutte (VISAPP (2), 2015)

A deep HMM model for multiple keywords spotting in handwritten documents. - Simon Thomas 002; Clément Chatelain 001; Laurent Heutte; Thierry Paquet; Yousri Kessentini (Pattern Anal. Appl., 2015)

Pruning Trees in Random Forests for Minimizing non Detection in Medical imaging. - Laurent Heutte; Caroline Petitjean; Chesner Désir (Handbook of Pattern Recognition and Computer Vision, 2016)

Region Proposal for Pattern Spotting in Historical Document Images. - Sovann En; Caroline Petitjean; Stéphane Nicolas; Laurent Heutte; Frédéric Jurie (ICFHR, 2016)

Pattern localization in historical document images via template matching. - Sovann En; Caroline Petitjean; Stéphane Nicolas; Laurent Heutte; Frédéric Jurie (ICPR, 2016)

Breast cancer histopathological image classification using Convolutional Neural Networks. - Fabio Alexandre Spanhol; Luiz S. Oliveira; Caroline Petitjean; Laurent Heutte (IJCNN, 2016)

A scalable pattern spotting system for historical documents. - Sovann En; Caroline Petitjean; Stéphane Nicolas; Laurent Heutte (Pattern Recognit., 2016)

Extreme learning machine for out-of-sample extension in Laplacian eigenmaps. - Arturo Mendoza Quispe; Caroline Petitjean; Laurent Heutte (Pattern Recognit. Lett., 2016)

A Dataset for Breast Cancer Histopathological Image Classification. - Fabio A. Spanhol; Luiz S. Oliveira; Caroline Petitjean; Laurent Heutte (IEEE Trans. Biomed. Eng., 2016)

Keynote 3: Random forests for biomedical data classification. - Laurent Heutte (ICSIPA, 2017)

Deep features for breast cancer histopathological image classification. - Fabio A. Spanhol; Luiz S. Oliveira; Paulo R. Cavalin; Caroline Petitjean; Laurent Heutte (SMC, 2017)

Automatic classification of human sperm head morphology. - Violeta Chang; Laurent Heutte; Caroline Petitjean; Steffen Härtel; Nancy Hitschfeld (Comput. Biol. Medicine, 2017)

New public dataset for spotting patterns in medieval document images. - Sovann En; Stéphane Nicolas; Caroline Petitjean; Frédéric Jurie; Laurent Heutte (J. Electronic Imaging, 2017)

Improve the Performance of Transfer Learning Without Fine-Tuning Using Dissimilarity-Based Multi-view Learning for Breast Cancer Histology Images. - Hongliu Cao; Simon Bernard 001; Laurent Heutte; Robert Sabourin (ICIAR, 2018)

Document Image Retrieval Using Deep Features. - Kelly Lais Wiggers; Alceu S. Britto Jr.; Laurent Heutte; Alessandro L. Koerich; Luiz Eduardo Soares de Oliveira (IJCNN, 2018)

Dynamic Voting in Multi-view Learning for Radiomics Applications. - Hongliu Cao; Simon Bernard 001; Laurent Heutte; Robert Sabourin (S+SSPR, 2018)

Dissimilarity-based representation for radiomics applications. - Hongliu Cao; Simon Bernard 001; Laurent Heutte; Robert Sabourin (CoRR, 2018)

Pattern Spotting in Historical Documents Using Convolutional Models. - Ignacio Úbeda; José M. Saavedra; Stéphane Nicolas; Caroline Petitjean; Laurent Heutte (HIP@ICDAR, 2019)

Image Retrieval and Pattern Spotting using Siamese Neural Network. - Kelly Lais Wiggers; Alceu S. Britto Jr.; Laurent Heutte; Alessandro L. Koerich; Luiz S. Oliveira (IJCNN, 2019)

Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents. - Kelly Lais Wiggers; Alceu de Souza Britto Junior; Alessandro Lameiras Koerich; Laurent Heutte; Luiz Eduardo Soares de Oliveira (CoRR, 2019)

Multiple instance learning for histopathological breast cancer image classification. - P. J. Sudharshan; Caroline Petitjean; Fabio A. Spanhol; Luiz Eduardo Soares de Oliveira; Laurent Heutte; Paul Honeine (Expert Syst. Appl., 2019)

Random forest dissimilarity based multi-view learning for Radiomics application. - Hongliu Cao; Simon Bernard 001; Robert Sabourin; Laurent Heutte (Pattern Recognit., 2019)

A Novel Random Forest Dissimilarity Measure for Multi-View Learning. - Hongliu Cao; Simon Bernard 001; Robert Sabourin; Laurent Heutte (ICPR, 2020)

Random Forest for Dissimilarity-based Multi-view Learning. - Simon Bernard 001; Hongliu Cao; Robert Sabourin; Laurent Heutte (CoRR, 2020)

scikit-dyn2sel - A Dynamic Selection Framework for Data Streams. - Lucca Portes Cavalheiro; Jean Paul Barddal; Alceu de Souza Britto Jr.; Laurent Heutte (CoRR, 2020)

Improving pattern spotting in historical documents using feature pyramid networks. - Ignacio Úbeda; José M. Saavedra; Stéphane Nicolas; Caroline Petitjean; Laurent Heutte (Pattern Recognit. Lett., 2020)

Dynamically Selected Ensemble for Data Stream Classification. - Lucca Portes Cavalheiro; Alceu de Souza Britto Jr.; Jean Paul Barddal; Laurent Heutte (IJCNN, 2021)

Image Retrieval and Pattern Spotting on Historical Documents with Binary Descriptors. - Zacarias Curi; Stéphane Nicolas; Pierrick Tranouez; Alceu de Souza Britto Jr.; Laurent Heutte (ICPR, 2022)

Pattern Spotting and Image Retrieval in Historical Documents using Deep Hashing. - Caio da S. Dias; Alceu S. Britto Jr.; Jean Paul Barddal; Laurent Heutte; Alessandro L. Koerich (SMC, 2022)

Learning an autoencoder to compress EEG signals via a neural network based approximation of DTW. - Hugo Lerogeron; Romain Picot-Clémente; Laurent Heutte; Alain Rakotomamonjy (INNS DLIA@IJCNN, 2023)

Approximating DTW with a convolutional neural network on EEG data. - Hugo Lerogeron; Romain Picot-Clémente; Alain Rakotomamonjy; Laurent Heutte (CoRR, 2023)

Random Forest Dissimilarity for High-Dimension Low Sample Size Classification. - Lucca Portes Cavalheiro; Simon Bernard 001; Jean Paul Barddal; Laurent Heutte (CoRR, 2023)

Approximating dynamic time warping with a convolutional neural network on EEG data. - Hugo Lerogeron; Romain Picot-Clémente; Alain Rakotomamonjy; Laurent Heutte (Pattern Recognit. Lett., 2023)

Learning-Based Sub-image Retrieval in Historical Document Images. - Joseph Assaker; Stéphane Nicolas; Laurent Heutte (ICPR (19), 2024)

Random forest kernel for high-dimension low sample size classification. - Lucca Portes Cavalheiro; Simon Bernard 001; Jean Paul Barddal; Laurent Heutte (Stat. Comput., 2024)