Filtres
Multi-expert annotation of Crohn’s disease images of the small bowel for automatic detection using a convolutional recurrent attention neural network
Applying End-to-end Trainable Approach on Stroke Extraction in Handwritten Math Expressions Images
16th International Conference on Document Analysis and Recognition (ICDAR 2021) HAL
Anchors vs Attention: Comparing XAI on a Real-Life Use Case.
ICPR International Workshops and Challenges HAL
Influence of expertise on human and machine visual attention in a medical image classification task.
European Conference on Visual Perception, Aug 2021, online, France. HAL
Ancres vs Attention : comparaison de méthodes d’explicabilité des réseaux profonds sur un cas d’usage réel.
21èmes Journées Francophones Extraction et Gestion des Connaissances HAL
Semantic image segmentation based on spatial relationships and inexact graph matching .
International conference on Image Processing Theory, Tools & Applications (IPTA 2020) DOI HAL
A general framework for the recognition of online handwritten graphics.
International Journal on Document Analysis and Recognition, Springer Verlag, 2020 DOI HAL
CrohnIPI: An endoscopic image database for the evaluation of automatic Crohn's disease lesions recognition algorithms.
Proc. SPIE 11317, Medical Imaging 2020: Biomedical Applications in Molecular, Structural, and Functional Imaging, 113171Q (28 February 2020) DOI HAL
Apprentissage profond appliqué à la classification d’images microscopiques embryonnaires.
Rencontres des Jeunes Chercheur·ses en Intelligence Artificielle (RJCIA 2020). HAL
Tour d’horizon autour de l’explicabilité des modèles profonds.
Rencontres des Jeunes Chercheur·ses en Intelligence Artificielle (RJCIA 2020). HAL
Méthode d’analyse sémantique d’images combinant apprentissage profond et relations structurelles par appariement de graphes.
Rencontres des Jeunes Chercheur·ses en Intelligence Artificielle (RJCIA 2020). HAL
ICDAR 2019 CROHME + TFD: Competition on Recognition of Handwritten Mathematical Expressions and Typeset Formula Detection.
15th IAPR International Conference on Document Analysis and Recognition (ICDAR 2019), Sep 2019, Sydney, Australia HAL
Réseau de neurones récurrent à attention pour la détection de lésions intestinales.
ORASIS, May 2019, Saint-Dié-des-Vosges, France. HAL
On The Fly Generated Data for Industrial Part Orientation Estimation with Deep Neural Networks.
Fifteenth International Conference on Quality Control by Artificial Vision, May 2019, Mulhouse, France. pp.80 DOI HAL
Accurate small bowel lesions detection in wireless capsule endoscopy images using deep recurrent attention neural network.
IEEE 21st International Workshop on Multimedia Signal Processing (MMSP 2019), Sep 2019, Kuala Lumpur, Malaysia. HAL
A tree-BLSTM-based recognition system for online handwritten mathematical expressions.
in Neural Computing and Applications, pp 1-20 (NCAA, 2018) DOI HAL
Separating Optical and Language Models through Encoder-Decoder Strategy for Transferable Handwriting Recognition
ICFHR 16th International Conference on Frontiers in Handwriting Recognition, Aug 2018, Niagara Falls, Canada HAL
Crowdsourcing-based Annotation of the Accounting Registers of the Italian Comedy
11th edition of the Language Resources and Evaluation Conference (LREC 2018), May 2018, Miyazaki, Japan. HAL
Transfer Learning for a Letter-Ngrams to Word Decoder in the Context of Historical Handwriting Recognition with Scarce Resources
Proceedings of the 27th International Conference on Computational Linguistics, COLING 2018, Santa Fe, New Mexico, USA, August 20-26, 2018, pp.1474-1484, HAL
Handwritten Mathematical Expressions.
in Document Analysis and Text Recognition, Benchmarking State-of-the-Art Systems, 82, World Scientific, 2018, Series in Machine Perception and Artificial Intelligence, Volker Märgner; Umapada Pal ; Apostolos Antonacopoulos. ISBN 978-981-3229-26-6 www HAL
3D Orientation Estimation of Industrial Parts from 2D Images using Neural Networks.
International Conference on Pattern Recognition Applications and Methods (ICPRAM), Jan 2018, Madeira, Portugal. HAL
Transfer Learning for Structures Spotting in Unlabeled Handwritten Documents using Randomly Generated Documents.
International Conference on Pattern Recognition Applications and Methods (ICPRAM), Jan 2018, Madeira, Portugal. HAL
Transfer Learning for Handwriting Recognition on Historical Documents.
International Conference on Pattern Recognition Applications and Methods (ICPRAM), Jan 2018, Madeira, Portugal. HAL
Décodeur neuronal pour la transcription de documents manuscrits anciens.
TALN, Rennes, France. (2018) HAL
Online Flowchart Understanding by Combining Max-margin Markov Random Field with Grammatical Analysis
International Journal on Document Analysis and Recognition (IJDAR), 2017, 20 (2), pp.123-136, DOI :10.1007/s10032-017-0284-8 doi HAL
Combining Speech and Handwriting Modalities for Mathematical Expression Recognition
IEEE Transactions on Human-Machine Systems (THMS), (47)2, April 2017, 259 - 272, 10.1109/THMS.2017.2647850 www
Tree-based BLSTM for mathematical expression recognition.
International Conference on Document Analysis and Recognition (ICDAR), Nov 2017, Kyoto, Japan. HAL
Early Recognition of Handwritten Gestures based on Multi-classifier Reject Option.
International Conference on Document Analysis and Recognition (ICDAR), Nov 2017, Kyoto, Japan. HAL
Analyse des registres manuscrits de la comédie-Italienne au XVIIIe siècle : de l'image au langage
Folle Journée de l'Imagerie Nantaise (FJIN), Nantes, France (2017) HAL
Étude préliminaire de reconnaissance d'écriture sur des documents historiques
Rencontre des Jeunes Chercheurs en Recherche d'Information (RJCRI), Marseille, France (2017) HAL
Advancing the state of the art for handwritten math recognition: the CROHME competitions, 2011–2014
International Journal on Document Analysis and Recognition (IJDAR), (19), 1-17, 10.1007/s10032-016-0263-5 www
Subexpression and Dominant Symbol Histograms for Spatial Relation Classification in Mathematical Expressions
23rd International Conference on Pattern Recognition (ICPR2016). Cancun, Mexique, 2016. HAL
Using BLSTM for interpretation of 2-D languages. Case of handwritten mathematical expressions
Document numérique, 2016/2 (Vol. 19), p. 135-157. DOI : 10.3166/DN.19.2-3.135-157. www
SpottingNet: Learning the Similarity of Word Images with Convolutional Neural Network for Word Spotting in Handwritten Historical Documents
Int. Conf. on Frontier in Handwriting Recognition (ICFHR). Shenzhen, Chine, 2016. HAL
Online Handwritten Mathematical Expressions Recognition by Merging Multiple 1D Interpretations
Int. Conf. on Frontier in Handwriting Recognition (ICFHR). Shenzhen, Chine, 2016. HAL
The MUMTDB dataset for evaluating simultaneous composition of structured documents in a multi-user and multi-touch environment
Int. Conf. on Frontier in Handwriting Recognition (ICFHR). Shenzhen, Chine, 2016. HAL
ICFHR2016 Competition on Recognition of Handwritten Mathematical Expressions (CROHME2016)
Int. Conf. on Frontier in Handwriting Recognition (ICFHR). Shenzhen, Chine, 2016. HAL
Combined Segmentation and Recognition of Online Handwritten Diagrams with High Order Markov Random Field
Int. Conf. on Frontier in Handwriting Recognition (ICFHR). Shenzhen, Chine, 2016. HAL
Top-Down Online Handwritten Mathematical Expression Parsing with Graph Grammar
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, pp 444-451www
Recognize multi-touch gestures by graph modeling and matching
17th Biennial Conference of the International Graphonomics Society, Jun 2015, Pointe-à-Pitre, Guadeloupe. 2015, Drawing, Handwriting Processing Analysis: New Advances and ChallengesHAL
An annotation assistance system using an unsupervised codebook composed of handwritten graphical multi-stroke symbols
Pattern Recognition Letters, 35, 1 (2014) pp. 46-57 HAL
A global learning approach for an online handwritten mathematical expression recognition system
Pattern Recognition Letters,35, 1 (2014) pp. 68-77 HAL
Approches multimodales pour la reconnaissance d’expressions mathématiques.
Document Numérique, 17, 97-122 (2014) www
Text Alignment from Bimodal Mathematical Expression Sources.
International Conference on Frontiers in Handwriting Recognition (ICFHR), 2014, Crete, Greece.HAL
Mathematical Symbol Hypothesis Recognition with rejection option.
International Conference on Frontiers in Handwriting Recognition (ICFHR), 2014, Crete, Greece.HAL
A graph modeling strategy for multi-touch gesture recognition.
International Conference on Frontiers in Handwriting Recognition (ICFHR), 2014, Crete, Greece.HAL
ICFHR 2014 Competition on Recognition of On-line Handwritten Mathematical Expressions (CROHME 2014).
International Conference on Frontiers in Handwriting Recognition (ICFHR), 2014, Crete, Greece.HAL
Integration of Shape Context and Neural Networks for Symbol Recognition,
dans Actes du XIIIème Colloque International Francophone sur l'Ecrit et le Document (CIFED2014), France (2014)
Vers l’alignement des signaux écrit et sonore. Application à la reconnaissance des expressions mathématiques
dans Actes du XIIIème Colloque International Francophone sur l'Ecrit et le Document (CIFED2014), France (2014)
A dynamic Time Warping Algorithm for Recognition of Multi-Stroke On-Line Handwriten Characters,
Natural Science Edition, Journal of South China University of Technology 41, 7 (2013) pp. 107-113HAL
ICDAR 2013 CROHME: Third International Competition on Recognition of Online Handwritten Mathematical Expressions
Proceeding of International Conference on Document Analysis and Recognition, Washington, DC : United States (2013) HAL
Interest of syntactic knowledge for on-line flowchart recognition
Graphics Recognition New Trends and Challenges, LNCS, Young-Bin Kwon and Jean-Marc Ogier (Ed.) (2013) 89-98 HAL
Multimodal Mathematical Expressions Recognition: Case of Speech and Handwriting
Proceeding of 15th International Conference on Human-Computer Interaction, Las Vegas : États-Unis (2013) HAL
Using online handwriting and audio streams for mathematical expressions recognition: a bimodal approach
Proceeding of Document Recognition and Retrieval XX, DRR 2013, USA (2013) HAL
Evaluating structural pattern recognition for handwritten math via primitive label graphs
Proceeding of Document Recognition and Retrieval XX, DRR 2013, USA (2013) HAL
Quantifying spatial relations to discover handwritten graphical symbols
Proceeding of Document Recognition and Retrieval XIX, DRR 2012, USA (2012) HAL
Using Speech for Handwritten Mathematical Expression Recognition Disambiguation
Proceeding of International Conference on Frontiers in Handwriting Recognition,ICFHR 2012, Italie (2012) HAL
Reducing AnnotationWorkload Using a Codebook Mapping and its Evaluation in On-Line Handwriting
Proceeding of International Conference on Frontiers in Handwriting Recognition,ICFHR 2012, Italie (2012) HAL
ICFHR 2012 - Competition on Recognition of On-line Mathematical Expressions (CROHME 2012)
Proceeding of International Conference on Frontiers in Handwriting Recognition,ICFHR 2012, Italie (2012) HAL
Une distance entre deux ensembles de séquences avec la contrainte de continuité
Dans Actes du XIIème Colloque International Francophone sur l'Ecrit et le Document (CIFED2012), France (2012)
Fusion d'Informations Bi-modales pour la Reconnaissance d'Expressions Mathématiques Cas des modalités audio et écriture manuscrite en ligne
dans Actes du XIIème Colloque International Francophone sur l'Ecrit et le Document 'CIFED 2012), France (2012)
Unsupervised Handwritten Graphical Symbol Learning Using Minimum Description Length Principle on Relational Graph
Proceeding of the International Conference on Knowledge Discovery and Information Retrieval, KDIR 2011 HAL
CROHME2011: Competition on Recognition of Online Handwritten Mathematical Expressions
Proceedings of the 11th International Conference on Document Analysis and Recognition, ICDAR 2011, Chine (2011) HAL
Stroke-Based Performance Metrics for Handwritten Mathematical Expressions
Proceedings of the 11th International Conference on Document Analysis and Recognition, ICDAR 2011, Chine (2011) HAL
HAMEX - a Handwritten and Audio Dataset of Mathematical Expressions
Proceedings of the 11th International Conference on Document Analysis and Recognition, ICDAR 2011, Chine (2011) HAL
Symbol Knowledge Extraction from a Simple Graphical Language
Proceedings of the 11th International Conference on Document Analysis and Recognition, ICDAR 2011, Chine (2011) HAL
Handwritten and Audio Information Fusion for Mathematical Symbol Recognition
Proceedings of the 11th International Conference on Document Analysis and Recognition, ICDAR 2011, Chine (2011) HAL
First Experiments on a new Online Handwritten Flowchart Database
Proceedings of the Document Recognition and Retrieval XVIII (DRR 2011), États-Unis (2011) HAL
SCUT-COUCH2009-TL: An Unconstrained Online Handwritten Chinese Text Lines Dataset
Proceedings of the International Conference on Frontiers in Handwriting Recognition (ICFHR 2010), Inde (2010) HAL
Improving online handwritten mathematical expressions recognition with contextual modeling
Proceedings of the International Conference on Frontiers in Handwriting Recognition (ICFHR 2010), Inde (2010) HAL
The Problem of Handwritten Mathematical Expression Recognition Evaluation
Proceedings of the International Conference on Frontiers in Handwriting Recognition (ICFHR 2010), Inde (2010) HAL
A Hybrid Classifier for Handwritten Mathematical Expression Recognition
Electronic Imaging: Document Recognition and Retrieval XVI (DRR 2010), France (2010) HAL
Un classifieur hybride pour la reconnaissance d'expressions mathématiques manuscrites en-ligne
Dans Actes du 17ème Congrès Reconnaissance des Formes et Intelligence Artificielle (RFIA), France (2010) HAL
Vers une approche générique pour la reconnaissance de formes manuscrites structurées : Application aux équations mathématiques et aux caractères chinois
Dans Actes du 11ème Colloque International Francophone sur l'Ecrit et le Document (CIFED2010), Tunisie (2010) HAL
Apprentissage de relations spatiales pour la reconnaissance d'expressions mathématiques manuscrites en-ligne
Dans Actes du 11ème Colloque International Francophone sur l'Ecrit et le Document (CIFED2010), France (2010) HAL
Towards Handwritten Mathematical Expressions Recognition
Dans Proceedings of the 10th International Conference on Document Analysis and Recognition ICDAR 2009, Espagne (2009) HAL
Apprentissage incrémental avec peu de données pour la reconnaissance de caractères manuscrits en-ligne
Traitement du Signal (2009) HAL
Fast Online Incremental Learning with Few Examples For Online Handwritten Character Recognition.
Proceedings of the 11th International Conference on Frontiers in Handwriting Recognition (ICFHR'08), Canada (2008) HAL
Fast Online Incremental Learning with Few Examples For Online Handwritten Character Recognition
Proceedings of the Eleventh International Conference on Frontiers in Handwriting Recognition (ICFHR'08), Canada (2008) HAL
Pattern Rejection Strategies for the Design of Self-Paced EEG-based Brain-Computer Interfaces
International Conference on Pattern Recognition (ICPR 2008), USA (2008) HAL
Apprentissage incrémental et synthèse de données pour la reconnaissance de caractères manuscrits en-ligne
Dans Dixième Colloque International Francophone sur l'Ecrit et le Document, France (2008) HAL
Étude des mécanismes d'adaptation et de rejet pour l'optimisation de classifieurs : Application à la reconnaissance de l'écriture manuscrite en-ligne
Thèse de l'INSA de Rennes (05/12/2007), Guy Lorette (Dir.) HAL
Synthetic On-line Handwriting Generation by Distortions and Analogy
Synthetic On-line Handwriting Generation by Distortions and Analogy - in 13th Conference of the International Graphonomics Society (IGS2007), Australie (2007) HAL
Writer Style Adaptation in On-line Handwriting Recognizers by a Fuzzy Mechanism Approach : The ADAPT Method
International Journal of Pattern Recognition and Artificial Intelligence 21, 1 (2007) 99-116 DOI HAL
A Unified Strategy to Deal with Different Natures of Reject
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), Hong-Kong (2006) HAL
Generalization Capacity of Handwritten Outlier Symbols Rejection with Neural Network
Tenth International Workshop on Frontiers in Handwriting Recognition, (2006) HAL
Writer Style Adaptation of On-line Handwriting Recognizers: A Fuzzy Mechanism Approach
International Graphonomics Society, Italie (2005) HAL
On-line writer adaptation for handwriting recognition using fuzzy inference systems
8th International Conference on Document Analysis and Recognition - ICDAR'05, (2005) HAL
Etude et gestion des types de rejet pour l'optimisation de classifieurs
15eme congrès francophone Reconnaissance des Formes et Intelligence Artificielle (RFIA 2006), France (2006) HAL
Synthèse de caractères manuscrits en-ligne pour la reconnaissance de l'écriture
Dans Colloque International Francophone sur l'Ecrit et le Document - International Francophone sur l'Ecrit et le Document, Suisse (2006) HAL