| 2024 | ICPR | Learning-Based Sub-image Retrieval in Historical Document Images. | Joseph Assaker, Stphane Nicolas, Laurent Heutte |
| 2022 | ICPR | Image Retrieval and Pattern Spotting on Historical Documents with Binary Descriptors. | Zacarias Curi, Stphane Nicolas, Pierrick Tranouez, Alceu de Souza Britto Jr., Laurent Heutte |
| 2022 | SMC | Pattern Spotting and Image Retrieval in Historical Documents using Deep Hashing.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 |
| 2021 | IJCNN | Dynamically Selected Ensemble for Data Stream Classification. | Lucca Portes Cavalheiro, Alceu de Souza Britto Jr., Jean Paul Barddal, Laurent Heutte |
| 2020 | ICPR | A Novel Random Forest Dissimilarity Measure for Multi-View Learning. | Hongliu Cao, Simon Bernard, Robert Sabourin, Laurent Heutte |
| 2019 | ICDAR | Pattern Spotting in Historical Documents Using Convolutional Models. | Ignacio beda, Jos M. Saavedra, Stphane Nicolas, Caroline Petitjean, Laurent Heutte |
| 2019 | IJCNN | Image Retrieval and Pattern Spotting using Siamese Neural Network. | Kelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz S. Oliveira |
| 2018 | IJCNN | Document Image Retrieval Using Deep Features. | Kelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz Eduardo Soares de Oliveira |
| 2018 | SSPR | Dynamic Voting in Multi-view Learning for Radiomics Applications. | Hongliu Cao, Simon Bernard, Laurent Heutte, Robert Sabourin |
| 2017 | SMC | Deep features for breast cancer histopathological image classification. | Fabio A. Spanhol, Luiz S. Oliveira, Paulo R. Cavalin, Caroline Petitjean, Laurent Heutte |
| 2016 | ICFHR | Region Proposal for Pattern Spotting in Historical Document Images. | Sovann En, Caroline Petitjean, Stphane Nicolas, Laurent Heutte, Frdric Jurie |
| 2016 | ICPR | Pattern localization in historical document images via template matching. | Sovann En, Caroline Petitjean, Stphane Nicolas, Laurent Heutte, Frdric Jurie |
| 2016 | IJCNN | Breast cancer histopathological image classification using Convolutional Neural Networks. | Fabio Alexandre Spanhol, Luiz S. Oliveira, Caroline Petitjean, Laurent Heutte |
| 2015 | ICDAR | Segmentation-free pattern spotting in historical document images. | Sovann En, Caroline Petitjean, Stphane Nicolas, Laurent Heutte |
| 2013 | ICDAR | Spot It! Finding Words and Patterns in Historical Documents. | Vladislavs Dovgalecs, Alexandre Burnett, Pierrick Tranouez, Stphane Nicolas, Laurent Heutte |
| 2012 | DocEng | DocExplore: overcoming cultural and physical barriers to access ancient documents. | Pierrick Tranouez, Stphane Nicolas, Vladislavs Dovgalecs, Alexandre Burnett, Laurent Heutte, Yiqing Liang, Richard M. Guest, Michael C. Fairhurst |
| 2012 | MICCAI | A Random Forest Based Approach for One Class Classification in Medical Imaging. | Chesner Dsir, Simon Bernard, Caroline Petitjean, Laurent Heutte |
| 2012 | SSPR | A New Random Forest Method for One-Class Classification. | Chesner Dsir, Simon Bernard, Caroline Petitjean, Laurent Heutte |
| 2010 | ICFHR | A New Hierarchical Handwritten Document Layout Extraction Based on Conditional Random Field Modeling. | Florent Montreuil, Stphane Nicolas, Emmanuele Grosicki, Laurent Heutte |
| 2010 | ICFHR | Alpha-Numerical Sequences Extraction in Handwritten Documents. | Simon Thomas, Clment Chatelain, Laurent Heutte, Thierry Paquet |
| 2010 | ICPR | Structure Adaptation of HMM Applied to OCR. | Kamel Ait-Mohand, Thierry Paquet, Nicolas Ragot, Laurent Heutte |
| 2010 | ICPR | An Information Extraction Model for Unconstrained Handwritten Documents. | Simon Thomas, Clment Chatelain, Laurent Heutte, Thierry Paquet |
| 2009 | IBPRIA | A Top-Down Approach for Automatic Dropper Extraction in Catenary Scenes. | Caroline Petitjean, Laurent Heutte, Rgis Kouadio, Vincent Delcourt |
| 2009 | ICDAR | Unconstrained Handwritten Document Layout Extraction Using 2D Conditional Random Fields. | Florent Montreuil, Emmanuele Grosicki, Laurent Heutte, Stphane Nicolas |
| 2009 | IJCNN | On the selection of decision trees in Random Forests. | Simon Bernard, Laurent Heutte, Sbastien Adam |
| 2009 | MVA | Classification of In-Vivo Endomicroscopic Images of the Alveolar Respiratory System. | Caroline Petitjean, Jonathan Benoist, Luc Thiberville, Mathieu Salan, Laurent Heutte |
| 2009 | MVA | Automatic Extraction of Droppers in Catenary Scenes. | Caroline Petitjean, Laurent Heutte, Rgis Kouadio, Vincent Delcourt |
| 2007 | ICDAR | Using Random Forests for Handwritten Digit Recognition. | Simon Bernard, Sbastien Adam, Laurent Heutte |
| 2007 | ICDAR | Multi-Objective Optimization for SVM Model Selection. | Clment Chatelain, Sbastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet |
| 2007 | ICDAR | Machine Dating of Handwritten Manuscripts. | Utpal Garain, Swapan K. Parui, Thierry Paquet, Laurent Heutte |
| 2007 | ICDAR | Document Image Segmentation Using a 2D Conditional Random Field Model. | Stphane Nicolas, J. Dardenne, Thierry Paquet, Laurent Heutte |
| 2006 | DAS | Segmentation-Driven Recognition Applied to Numerical Field Extraction from Handwritten Incoming Mail Documents. | Clment Chatelain, Laurent Heutte, Thierry Paquet |
| 2006 | ICPR | A two-stage outlier rejection strategy for numerical field extraction in handwritten documents. | Clment Chatelain, Laurent Heutte, Thierry Paquet |
| 2006 | ICPR | A Markovian Approach for Handwritten Document Segmentation. | Stphane Nicolas, Thierry Paquet, Laurent Heutte |
| 2006 | ICPR | Experimental Comparison of Combination Rules using Simulated Data. | Hla Zouari, Laurent Heutte, Yves Lecourtier |
| 2005 | ICDAR | On Foreground-Background Separation in Low Quality Color Document Images. | Utpal Garain, Thierry Paquet, Laurent Heutte |
| 2005 | ICDAR | Handwritten Document Segmentation Using Hidden Markov Random Fields. | Stphane Nicolas, Yousri Kessentini, Thierry Paquet, Laurent Heutte |
| 2004 | DAS | Enriching Historical Manuscripts: The Bovary Project. | Stphane Nicolas, Thierry Paquet, Laurent Heutte |
| 2004 | ICFHR | Handwriting analysis for writer verification. | Ameur Bensefia, Thierry Paquet, Laurent Heutte |
| 2004 | ICFHR | A syntax-directed method for numerical field extraction using classifier combination. | Clment Chatelain, Laurent Heutte, Thierry Paquet |
| 2004 | ICFHR | Combination of contextual information for handwritten word recognition. | Guillaume Koch, Thierry Paquet, Laurent Heutte |
| 2004 | ICFHR | Text line segmentation in handwritten document using a production system. | Stphane Nicolas, Thierry Paquet, Laurent Heutte |
| 2004 | ICPR | Simulating Classifier Ensembles of Fixed Diversity for Studying Plurality Voting Performance. | Hla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi |
| 2004 | SSPR | Generating Classifier Outputs with Fixed Diversity for Evaluating Voting Methods. | Hla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi |
| 2003 | DocEng | Digitizing cultural heritage manuscripts: the Bovary project. | Stphane Nicolas, Thierry Paquet, Laurent Heutte |
| 2003 | ICDAR | Information Retrieval Based Writer Identification. | Ameur Bensefia, Thierry Paquet, Laurent Heutte |
| 2003 | ICDAR | Numerical Sequence Extraction in Handwritten Incoming Mail Documents. | Guillaume Koch, Laurent Heutte, Thierry Paquet |
| 2003 | ICDAR | A New Classifier Simulator for Evaluating Parallel Combination Methods. | Hla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi |
| 2002 | ICFHR | Writer identification by writer's invariants. | Ameur Bensefia, Ali Nosary, Thierry Paquet, Laurent Heutte |
| 2002 | ICFHR | Handwritten text recognition through writer adaptation. | Ali Nosary, Thierry Paquet, Laurent Heutte, Ameur Bensefia |
| 1999 | ICDAR | Defining Writer's Invariants to Adapt the Recognition Task. | Ali Nosary, Laurent Heutte, Thierry Paquet, Yves Lecourtier |
| 1996 | ICPR | Numeral amount recognition on multi-bank cheques. | Paulo Barbosa-Pereira, Laurent Heutte, Olivier Bougeois, Jean-Vincent Moreau, Brigitte Plessis, Pierre Courtellemont, Yves Lecourtier |
| 1996 | ICPR | Combining structural and statistical features for the recognition of handwritten characters. | Laurent Heutte, Jean-Vincent Moreau, Thierry Paquet, Yves Lecourtier, Christian Olivier |
| 1993 | ICDAR | Handwritten numeral recognition based on multiple feature extractors. | Laurent Heutte, Jean-Vincent Moreau, Brigitte Plessis, Jean Luc Plagnaud, Yves Lecourtier |
| 1993 | ICDAR | 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 |
| 1992 | ICPR | Two aspects of automatic map treatment: road and texture extractions. | Laurent Heutte, Jean-Marc Ogier, Yves Lecourtier, Christian Olivier |