Harold Mouchère
123
Documents
Présentation
Professeur à l'IUT de Nantes (Université de Nantes) / LS2N (Laboratoire des Sciences du Numérique de Nantes)
Full Professor at University of Nantes
LS2N (lab of digital sciences of Nantes)
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A methodology to compare XAI explanations on natural language processingJenny Benois-Pineau; Romain Bourqui; Dragutin Petkovic; Georges Quénot. Explainable Deep Learning AI, Elsevier, pp.191-216, 2023, 978-0-323-96098-4. ⟨10.1016/B978-0-32-396098-4.00016-8⟩
Chapitre d'ouvrage
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Handwritten Mathematical ExpressionsVolker Märgner; Umapada Pal ; Apostolos Antonacopoulos Document Analysis and Text Recognition, Benchmarking State-of-the-Art Systems, 82, World Scientific, 2018, Series in Machine Perception and Artificial Intelligence, 978-981-3229-26-6
Chapitre d'ouvrage
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Interest of syntactic knowledge for on-line flowchart recognitionYoung-Bin Kwon and Jean-Marc Ogier. Graphics Recognition New Trends and Challenges, 7423, Springer, pp.89-98, 2013, LNCS, 978-3-642-36823-3. ⟨10.1007/978-3-642-36824-0_9⟩
Chapitre d'ouvrage
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Point to segment distance DTW for online handwriting signals matchingICPRAM 2023, Feb 2023, Lisbonne, Portugal. pp.850-855, ⟨10.5220/0011672600003411⟩
Communication dans un congrès
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Handwritten Text Recognition from Crowdsourced AnnotationsHIP '23: 7th International Workshop on Historical Document Imaging and Processing, Aug 2023, San Jose CA USA, France. pp.1-6, ⟨10.1145/3604951.3605517⟩
Communication dans un congrès
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Task allocation and motion planning strategies for multi-robot cooperation.13th International Workshop on Service-Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future (SOHOMA2023), Sep 2023, Annecy, France
Communication dans un congrès
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Homer restored: Virtual reconstruction of Papyrus Bodmer 1HIP '23: 7th International Workshop on Historical Document Imaging and Processing, Aug 2023, San Jose, France. pp.37-42, ⟨10.1145/3604951.3605518⟩
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ICDAR 2023 CROHME: Competition on Recognition of Handwritten Mathematical Expressions17th International Conference Document Analysis and Recognition - ICDAR 2023, Aug 2023, San josé, CA,, United States. pp.553-565, ⟨10.1007/978-3-031-41679-8_33⟩
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SET, SORT! A Novel Sub-Stroke Level Transformers for Offline Handwriting to Online ConversionThe 17th International Conference on Document Analysis and Recognition (ICDAR 2023), Aug 2023, San José, CA, United States. pp.81-97, ⟨10.1007/978-3-031-41676-7_5⟩
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Using Knowledge Graphs and Human-Centric Artificial Intelligence for Reconfigurable Supply Chains: A Research FrameworkMIM 2022: 10th IFAC Conference on Manufacturing Modelling, Management and Control, Jun 2022, Nantes, France. pp.1693-1698, ⟨10.1016/j.ifacol.2022.09.641⟩
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Improving semantic segmentation with graph-based structural knowledgeICPRAI 2022 - Third International Conference on Pattern Recognition and Artificial Intelligence, Jun 2022, Paris, France. pp.173-184, ⟨10.1007/978-3-031-09037-0_15⟩
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Metrics for saliency map evaluation of deep learning explanation methodsInternational Conference on Pattern Recognition and Artificial Intelligence, Jun 2022, Paris, France. ⟨10.1007/978-3-031-09037-0_8⟩
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Comparison of attention models and post-hoc explanation methods for embryo stage identification: a case studyXAI Workshop (ICPR 2022), Aug 2022, Montréal, Canada
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QAP Optimisation with Reinforcement Learning for Faster Graph Matching in Sequential Semantic Image AnalysisInternational Conference on Pattern Recognition and Artificial Intelligence, Jun 2022, Paris, France. pp.47-58, ⟨10.1007/978-3-031-09037-0_5⟩
Communication dans un congrès
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Improving Oracle Bone Characters Recognition via A CycleGAN-based Data Augmentation MethodInternational Conference on Neural Information Processing (ICONIP), Nov 2022, New Delhi, India
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Contrastive Self-Supervised Learning on Crohn's Disease DetectionThe 6th International Workshop on Deep Learning in Bioinformatics, Biomedicine, and Healthcare Informatics (DLB2H 2022), Dec 2022, Las Vegas, United States
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Applying End-to-end Trainable Approach on Stroke Extraction in Handwritten Math Expressions ImagesICDAR 2021 : 16th International Conference on Document Analysis and Recognition, Sep 2021, Lausanne, Switzerland. ⟨10.1007/978-3-030-86334-0_29⟩
Communication dans un congrès
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Influence of expertise on human and machine visual attention in a medical image classification taskEuropean Conference on Visual Perception, Aug 2021, online, France
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Ancres vs Attention : comparaison de méthodes d’explicabilité des réseaux profonds sur un cas d’usage réel21èmes Journées Francophones Extraction et Gestion des Connaissances (EGC) - Atelier "DL for NLP : Deep Learning pour le traitement automatique des langues", Jan 2021, Montpellier, France
Communication dans un congrès
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Anchors vs Attention: Comparing XAI on a Real-Life Use CaseICPR 2021: Pattern Recognition. ICPR International Workshops and Challenges, Jan 2021, Virtual, France. pp.219-227, ⟨10.1007/978-3-030-68796-0_16⟩
Communication dans un congrès
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CrohnIPI: An endoscopic image database for the evaluation of automatic Crohn's disease lesions recognition algorithmsSPIE Medical Imaging, Feb 2020, Houston, France. pp.61, ⟨10.1117/12.2543584⟩
Communication dans un congrès
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Apprentissage profond appliqué à la classification d’images microscopiques embryonnairesRencontres des Jeunes Chercheur·ses en Intelligence Artificielle (RJCIA 2020), Jun 2020, Angers, France
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Méthode d’analyse sémantique d’images combinant apprentissage profond et relations structurelles par appariement de graphesRencontres des Jeunes Chercheur·ses en Intelligence Artificielle (RJCIA 2020), Jun 2020, Angers, France
Communication dans un congrès
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Semantic image segmentation based on spatial relationships and inexact graph matchingInternational Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2020, Paris, France. ⟨10.1109/IPTA50016.2020.9286611⟩
Communication dans un congrès
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Tour d’horizon autour de l’explicabilité des modèles profondsRencontres des Jeunes Chercheur·ses en Intelligence Artificielle (RJCIA 2020), Jun 2020, Angers, France
Communication dans un congrès
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ICDAR 2019 CROHME + TFD: Competition on Recognition of Handwritten Mathematical Expressions and Typeset Formula Detection15th IAPR International Conference on Document Analysis and Recognition (ICDAR 2019), Sep 2019, Sydney, Australia
Communication dans un congrès
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Réseau de neurones récurrent à attention pour la détection de lésions intestinalesORASIS, May 2019, Saint-Dié-des-Vosges, France
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On The Fly Generated Data for Industrial Part Orientation Estimation with Deep Neural NetworksFifteenth International Conference on Quality Control by Artificial Vision, May 2019, Mulhouse, France. pp.80, ⟨10.1117/12.2521753⟩
Communication dans un congrès
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Accurate small bowel lesions detection in wireless capsule endoscopy images using deep recurrent attention neural networkIEEE 21st International Workshop on Multimedia Signal Processing (MMSP 2019), Sep 2019, Kuala Lumpur, Malaysia
Communication dans un congrès
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Transfer Learning for Handwriting Recognition on Historical Documents7th International Conference on Pattern Recognition Applications and Methods (ICPRAM), Jan 2018, Madeira, Portugal
Communication dans un congrès
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Transfer Learning for a Letter-Ngrams to Word Decoder in the Context of Historical Handwriting Recognition with Scarce Resources27th International Conference on Computational Linguistics (COLING), Aug 2018, Santa Fe, NM, United States. pp.1474-1484
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Décodeur neuronal pour la transcription de documents manuscrits anciens25e conférence sur le Traitement Automatique des Langues Naturelles (TALN), May 2018, Rennes, France
Communication dans un congrès
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Crowdsourcing-based Annotation of the Accounting Registers of the Italian Comedy11th International Conference on Language Resources and Evaluation (LREC), May 2018, Miyazaki, Japan
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Separating Optical and Language Models through Encoder-Decoder Strategy for Transferable Handwriting Recognition16th International Conference on Frontiers in Handwriting Recognition (ICFHR), Aug 2018, Niagara Falls, Canada
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Computer aided detection of Crohn’s disease small bowel lesions in wireless capsule endoscopy13th European Crohn's and Colitis Organisation - ECCO, Feb 2018, Vienna, Austria. pp.S178-S179, ⟨10.1093/ecco-jcc/jjx180.288⟩
Communication dans un congrès
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Transfer Learning for Structures Spotting in Unlabeled Handwritten Documents using Randomly Generated DocumentsInternational Conference on Pattern Recognition Applications and Methods, Jan 2018, Madeira, Portugal. ⟨10.5220/0006598204170425⟩
Communication dans un congrès
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3D Orientation Estimation of Industrial Parts from 2D Images using Neural NetworksInternational Conference on Pattern Recognition Applications and Methods, Jan 2018, Madeira, Portugal
Communication dans un congrès
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Tree-based BLSTM for mathematical expression recognition International Conference on Document Analysis and Recognition (ICDAR), Nov 2017, Kyoto, Japan. ⟨10.1109/ICDAR.2017.154⟩
Communication dans un congrès
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Étude préliminaire de reconnaissance d'écriture sur des documents historiques Rencontre des Jeunes Chercheurs en Recherche d'Information (RJCRI), Mar 2017, Marseille, France
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Early Recognition of Handwritten Gestures based on Multi-classifier Reject Option14th IAPR International Conference on Document Analysis and Recognition (ICDAR2017), Nov 2017, Kyoto, Japan. ⟨10.1109/ICDAR.2017.43⟩
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ICFHR 2016 CROHME: Competition on Recognition of Online Handwritten Mathematical ExpressionsInternational Conference on Frontiers in Handwriting Recognition (ICFHR), Oct 2016, Shenzhen, China
Communication dans un congrès
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The MUMTDB dataset for evaluating simultaneous composition of structured documents in a multi-user and multi-touch environmentInternational Conference on Frontiers in Handwriting Recognition (ICFHR), Oct 2016, Shenzhen, China
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SpottingNet: Learning the Similarity of Word Images with Convolutional Neural Network for Word Spotting in Handwritten Historical DocumentsInternational Conference on Frontiers in Handwriting Recognition (ICFHR), Oct 2016, Shenzhen, China. ⟨10.1109/ICFHR.2016.58⟩
Communication dans un congrès
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Combined Segmentation and Recognition of Online Handwritten Diagrams with High Order Markov Random FieldInternational Conference on Frontiers in Handwriting Recognition (ICFHR), Oct 2016, Shenzhen, China
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Online Handwritten Mathematical Expressions Recognition by Merging Multiple 1D InterpretationsInternational Conference on Frontiers in Handwriting Recognition (ICFHR), Oct 2016, Shenzhen, China
Communication dans un congrès
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Subexpression and Dominant Symbol Histograms for Spatial Relation Classification in Mathematical Expressions23rd International Conference on Pattern Recognition (ICPR), Dec 2016, Cancun, Mexico
Communication dans un congrès
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Using BLSTM for Interpretation of 2D Languages - Case of Handwritten Mathematical ExpressionsColloque International Francophone sur l’Écrit et le Document 2016 (CIFED), Mar 2016, Toulouse, France
Communication dans un congrès
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The MUMTDB dataset for evaluating simultaneous composition of structured documents in a multi-user and multi-touch environment15th International Conference on Frontiers in Handwriting Recognition, Oct 2016, Shenzhen, China
Communication dans un congrès
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On-line Handwritten Isolated Symbol Recognition using Bidirectional Long Short-term Memory (BLSTM) NetworksThird Sino-French Workshop on Education and Research collaborations in Information and Communication Technologies SIFWICT 2015, Jun 2015, Nantes, France
Communication dans un congrès
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Top-Down Online Handwritten Mathematical Expression Parsing with Graph Grammar20th Iberoamerican Congress, CIARP 2015, Montevideo, Uruguay, November 9-12, 2015, Proceedings, Nov 2015, Montevideo, Uruguay. pp.444-451, ⟨10.1007/978-3-319-25751-8_53⟩
Communication dans un congrès
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Recognize multi-touch gestures by graph modeling and matching17th Biennial Conference of the International Graphonomics Society, Jun 2015, Pointe-à-Pitre, France
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Recognize multi-touch gestures by graph modeling and matching17th Biennial Conference of the International Graphonomics Society, International Graphonomics Society (IGS); Université des Antilles (UA), Jun 2015, Pointe-à-Pitre, Guadeloupe
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Integration of Shape Context and Neural Networks for Symbol RecognitionColloque International Francophone sur l’Écrit et le Document 2014 (CIFED), Mar 2014, Nancy, France
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A graph modeling strategy for multi-touch gesture recognition14th International Conference on Frontiers in Handwriting Recognition (ICFHR-2014), Sep 2014, Crete island, Greece
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Text Alignment from Bimodal Mathematical Expression Sources14th International Conference on Frontiers in Handwriting Recognition, Sep 2014, Crete, Greece. pp.205--209, ⟨10.1109/ICFHR.2014.42⟩
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ICFHR 2014 Competition on Recognition of On-line Handwritten Mathematical Expressions (CROHME 2014)International Conference on Frontiers in Handwriting Recognition, Sep 2014, Crete, Greece. 6 p
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Vers l’Alignement des Signaux Écrit et SonoreColloque International Francophone sur l’Écrit et le Document 2014 (CIFED), Mar 2014, Nancy, France. pp.341-356
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Vers l'Alignement des Signaux Ecrit et Sonore ― Application à la reconnaissance des expressions mathématiquesColloque International Francophone sur l’Écrit et le Document (CIFED) 14, 2014, Nancy, Unknown Region
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Mathematical symbol hypothesis recognition with rejection option14th International Conference on Frontiers in Handwriting Recognition, Sep 2014, Crete, Greece. pp.500 -- 504, ⟨10.1109/ICFHR.2014.90⟩
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ICDAR 2013 CROHME: Third International Competition on Recognition of Online Handwritten Mathematical ExpressionsInternational Conference on Document Analysis and Recognition, Aug 2013, Washington, DC, United States
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Multimodal Mathematical Expressions Recognition: Case of Speech and Handwriting15th International Conference on Human-Computer Interaction, Jul 2013, Las Vegas, United States. pp.77-86, ⟨10.1007/978-3-642-39330-3_9⟩
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Using Online Handwriting and Audio Streams for Mathematical Expressions Recognition: a Bimodal ApproachDocument Recognition and Retrieval XX, Feb 2013, Burlingame, United States. pp.865810-865810-11, ⟨10.1007/978-3-642-39330-3_9⟩
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Evaluating Structural Pattern Recognition for Handwritten Math via Primitive Label GraphsDocument Recognition and Retrieval XX, Feb 2013, Burlingame, United States. pp.865817-865817-11, ⟨10.1117/12.2008409⟩
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Une distance entre deux ensembles de séquences avec la contrainte de continuitéColloque International Francophone sur l'Ecrit et le Document (CIFED2012), Mar 2012, Bordeaux, France
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Fusion d'Informations Bi-modales pour la Reconnaissance d'Expressions Mathématiques Cas des modalités audio et écriture manuscrite en ligneColloque International Francophone sur l'Ecrit et le Document (CIFED2012), Mar 2012, Bordeaux, France
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Quantifying spatial relations to discover handwritten graphical symbolsDocument Recognition and Retrieval XIX, Part of the IS&T/SPIE 24th Annual Symposium on Electronic Imaging, Jan 2012, San Francisco, United States
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Fusion d’Informations Bimodales pour la Reconnaissance d’Expressions MathématiquesColloque International Francophone sur l'Écrit et le Document 2012, 2012, Bordeaux, Unknown Region
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Reducing AnnotationWorkload Using a Codebook Mapping and its Evaluation in On-Line Handwriting2012 International Conference on Frontiers in Handwriting Recognition, Sep 2012, Bari, Italy. pp.1-6
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ICFHR 2012 - Competition on Recognition of On-line Mathematical Expressions (CROHME 2012)ICFHR 2012, 2012, Bari, Italy. pp.1-6
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Using Speech for Handwritten Mathematical Expression Recognition Disambiguation2012 International Conference on Frontiers in Handwriting Recognition, Sep 2012, Bari, Italy. pp.1-6
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CROHME2011: Competition on Recognition of Online Handwritten Mathematical Expressions11th International Conference on Document Analysis and Recognition, ICDAR 2011, Sep 2011, Beijing, China. 4 p
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Symbol Knowledge Extraction from a Simple Graphical Language11th International Conference on Document Analysis and Recognition, ICDAR 2011, Sep 2011, Beijing, China
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First Experiments on a new Online Handwritten Flowchart DatabaseDocument Recognition and Retrieval XVIII, Jan 2011, San Fransisco, United States. pp.7874 - 78740A, ⟨10.1117/12.876624⟩
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HAMEX - a Handwritten and Audio Dataset of Mathematical Expressions11th International Conference on Document Analysis and Recognition, ICDAR 2011, Sep 2011, Beijing, China
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Interest of Syntactic Knowledge for On-line Flowchart RecognitionGraphics Recognition, GREC 2011, Sep 2011, North Korea
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UNSUPERVISED HANDWRITTEN GRAPHICAL SYMBOL LEARNING Using Minimum Description Length Principle on Relational GraphInternational Conference on Knowledge Discovery and Information Retrieval, KDIR 2011, Oct 2011, Paris, France
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Stroke-Based Performance Metrics for Handwritten Mathematical Expressions11th International Conference on Document Analysis and Recognition, ICDAR 2011, Sep 2011, Beijing, China
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Handwritten and Audio Information Fusion for Mathematical Symbol Recognition11th International Conference on Document Analysis and Recognition, ICDAR 2011, Sep 2011, Beijing, China
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A Hybrid Classifier for Handwritten Mathematical Expression RecognitionElectronic Imaging: Document Recognition and Retrieval XVI, Jan 2010, San José, United States. pp.753410-753410, ⟨10.1117/12.840023⟩
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SCUT-COUCH2009-TL: An Unconstrained Online Handwritten Chinese Text Lines DatasetInternational Conference on Frontiers in Handwriting Recognition, Nov 2010, India
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Un classifieur hybride pour la reconnaissance d'expressions mathématiques manuscrites en-ligne17ème Congrès Reconnaissance des Formes et Intelligence Artificielle (RFIA), Jan 2010, Caen, France. pp.487-494
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Vers une approche générique pour la reconnaissance de formes manuscrites structurées : Application aux équations mathématiques et aux caractères chinoisColloque International Francophone sur l'Ecrit et le Document (CIFED2010), Mar 2010, Sousse, Tunisie
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Improving online handwritten mathematical expressions recognition with contextual modelingInternational Conference on Frontiers in Handwriting Recognition, Nov 2010, India. pp.427 - 432, ⟨10.1109/ICFHR.2010.73⟩
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Apprentissage de relations spatiales pour la reconnaissance d'expressions mathématiques manuscrites en-ligneColloque International Francophone sur l'Ecrit et le Document (CIFED2010), Mar 2010, France
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The Problem of Handwritten Mathematical Expression Recognition EvaluationInternational Conference on Frontiers in Handwriting Recognition, Nov 2010, Calcutta, India. pp.646 - 651, ⟨10.1109/ICFHR.2010.106⟩
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Towards Handwritten Mathematical Expressions Recognition10th International Conference on Document Analysis and Recognition, ICDAR 2009, Jul 2009, Barcelone, Spain. pp.1046-1050, ⟨10.1109/ICDAR.2009.71⟩
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Apprentissage incrémental et synthèse de données pour la reconnaissance de caractères manuscrits en-ligneColloque International Francophone sur l'Ecrit et le Document, Oct 2008, France. pp.55-60
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Fast Online Incremental Learning with Few Examples For Online Handwritten Character RecognitionProceedings of the Eleventh International Conference on Frontiers in Handwriting Recognition (ICFHR'08), Aug 2008, Montréal, Canada. pp.623-628
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Pattern Rejection Strategies for the Design of Self-Paced EEG-based Brain-Computer InterfacesInternational Conference on Pattern Recognition, Dec 2008, Tampa, United States
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Fast Online Incremental Learning with Few Examples For Online Handwritten Character Recognition.Eleventh International Conference on Frontiers in Handwriting Recognition (ICFHR'08), Aug 2008, Canada. pp.623-628
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Learning a classifier with very few examples: knowledg based and analogy generation of new exemples for character recognition.European Conference on Machine Learning, Sep 2007, Warsaw, Poland. ⟨10.1007/978-3-540-74958-5_49⟩
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Synthetic On-line Handwriting Generation by Distortions and Analogyin 13th Conference of the International Graphonomics Society (IGS2007), Nov 2007, Melbourne, Australia. pp.10-13
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A Unified Strategy to Deal with Different Natures of RejectInternational Conference on Pattern Recognition, Aug 2006, Hong-Kong, Hong Kong SAR China. pp.792-795, ⟨10.1109/ICPR.2006.193⟩
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Generalization Capacity of Handwritten Outlier Symbols Rejection with Neural NetworkTenth International Workshop on Frontiers in Handwriting Recognition, Université de Rennes 1, Oct 2006, La Baule (France)
Communication dans un congrès
inria-00104310v1
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Synthèse de caractères manuscrits en-ligne pour la reconnaissance de l'écritureInternational Francophone sur l'Ecrit et le Document, 2006, Fribourg, Suisse. pp.187-192
Communication dans un congrès
hal-00113590v1
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Etude et gestion des types de rejet pour l'optimisation de classifieurs15eme congrès francophone Reconnaissance des Formes et Intelligence Artificielle (RFIA 2006), Jan 2006, Tours, France
Communication dans un congrès
hal-00463427v1
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On-line writer adaptation for handwriting recognition using fuzzy inference systems8th International Conference on Document Analysis and Recognition - ICDAR'05, Aug 2005, Seoul/Korea
Communication dans un congrès
inria-00001246v1
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Writer Style Adaptation of On-line Handwriting Recognizers: A Fuzzy Mechanism ApproachInternational Graphonomics Society, Jun 2005, Salerno, Italy. pp.193-197
Communication dans un congrès
inria-00300474v1
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Étude des mécanismes d'adaptation pour l'optimisation de classifieurs flous dans le cadre de la reconnaissance d'écriture manuscrite12èmes rencontres francophones sur la Logique Floue et ses Applications (LFA'04), Dec 2004, Nantes, France. pp.93-100
Communication dans un congrès
hal-01191732v1
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Étude des mécanismes d'adaptation et de rejet pour l'optimisation de classifieurs : Application à la reconnaissance de l'écriture manuscrite en-ligneInterface homme-machine [cs.HC]. INSA de Rennes, 2007. Français. ⟨NNT : ⟩
Thèse
tel-00379228v1
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Reconnaissance de documents manuscrits structurés : Des équations manuscrites aux documents anciensTraitement des images [eess.IV]. Ecole Doctorale STIM (503); Université de Nantes (UNAM), 2016
HDR
tel-01968310v1
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