Clément Chatelain

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 55

Top Topics

Convolutional Network

Handwriting Recognition

Structured Output

Handwritten Text

Top Venues

Publications

Leshanshui Yang, Clément Chatelain, Sébastien Adam
Dynamic Graph Representation Learning With Neural Networks: A Survey. IEEE Access 12 (2024)
Yannis Karmim, Leshanshui Yang, Raphaël Fournier S'Niehotta, Clément Chatelain, Sébastien Adam, Nicolas Thome
Temporal receptive field in dynamic graph learning: A comprehensive analysis. CoRR (2024)
Usman Malik, Simon Bernard, Alexandre Pauchet, Clément Chatelain, Romain Picot-Clémente, Jérôme Cortinovis
Pseudo-Labeling With Large Language Models for Multi-Label Emotion Classification of French Tweets. IEEE Access 12 (2024)
Benjamin Deguerre, Clément Chatelain, Gilles Gasso
End-to-End Traffic Flow Rate Estimation From MPEG4 part-2 Compressed Video Streams. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Tsiry Mayet, Simon Bernard, Clément Chatelain, Romain Hérault
Multiple Noises in Diffusion Model for Semi-Supervised Multi-Domain Translation. CoRR (2023)
Denis Coquenet, Clément Chatelain, Thierry Paquet
DAN: A Segmentation-Free Document Attention Network for Handwritten Document Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Tsiry Mayet, Simon Bernard, Clément Chatelain, Romain Hérault
Domain Translation via Latent Space Mapping. IJCNN (2023)
Denis Coquenet, Clément Chatelain, Thierry Paquet
End-to-End Handwritten Paragraph Text Recognition Using a Vertical Attention Network. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Denis Coquenet, Clément Chatelain, Thierry Paquet
Faster DAN: Multi-target Queries with Document Positional Encoding for End-to-End Handwritten Document Recognition. ICDAR (4) (2023)
Leshanshui Yang, Sébastien Adam, Clément Chatelain
Dynamic Graph Representation Learning with Neural Networks: A Survey. CoRR (2023)
Denis Coquenet, Clément Chatelain, Thierry Paquet
Faster DAN: Multi-target Queries with Document Positional Encoding for End-to-end Handwritten Document Recognition. CoRR (2023)
Thomas Constum, Nicolas Kempf, Thierry Paquet, Pierrick Tranouez, Clément Chatelain, Sandra Brée, François Merveille
Century Paris Census. DAS (2022)
Tsiry Mayet, Simon Bernard, Clément Chatelain, Romain Hérault
Domain Translation via Latent Space Mapping. CoRR (2022)
Denis Coquenet, Clément Chatelain, Thierry Paquet
DAN: a Segmentation-free Document Attention Network for Handwritten Document Recognition. CoRR (2022)
Denis Coquenet, Clément Chatelain, Thierry Paquet
SPAN: a Simple Predict & Align Network for Handwritten Paragraph Recognition. CoRR (2021)
Denis Coquenet, Clément Chatelain, Thierry Paquet
SPAN: A Simple Predict & Align Network for Handwritten Paragraph Recognition. ICDAR (3) (2021)
Denis Coquenet, Clément Chatelain, Thierry Paquet
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network. ICFHR (2020)
Yann Soullard, Pierrick Tranouez, Clément Chatelain, Stéphane Nicolas, Thierry Paquet
Multi-scale Gated Fully Convolutional DenseNets for semantic labeling of historical newspaper images. Pattern Recognit. Lett. 131 (2020)
Bruno Stuner, Clément Chatelain, Thierry Paquet
Handwriting recognition using cohort of LSTM and lexicon verification with extremely large lexicon. Multim. Tools Appl. 79 (45-46) (2020)
Denis Coquenet, Clément Chatelain, Thierry Paquet
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network. CoRR (2020)
Denis Coquenet, Yann Soullard, Clément Chatelain, Thierry Paquet
Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ? CoRR (2020)
Benjamin Deguerre, Clément Chatelain, Gilles Gasso
Object Detection in the DCT Domain: is Luminance the Solution? ICPR (2020)
Denis Coquenet, Clément Chatelain, Thierry Paquet
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network. CoRR (2020)
Benjamin Deguerre, Clément Chatelain, Gilles Gasso
Object Detection in the DCT Domain: is Luminance the Solution? CoRR (2020)
Danut Ovidiu Pop, Alexandrina Rogozan, Clément Chatelain, Fawzi Nashashibi, Abdelaziz Bensrhair
Multi-Task Deep Learning for Pedestrian Detection, Action Recognition and Time to Cross Prediction. IEEE Access 7 (2019)
Denis Coquenet, Yann Soullard, Clément Chatelain, Thierry Paquet
Have Convolutions Already Made Recurrence Obsolete for Unconstrained Handwritten Text Recognition? WML@ICDAR (2019)
Benjamin Deguerre, Clément Chatelain, Gilles Gasso
Fast object detection in compressed JPEG Images. CoRR (2019)
Yann Soullard, Wassim Swaileh, Pierrick Tranouez, Thierry Paquet, Clément Chatelain
Improving Text Recognition using Optical and Language Model Writer Adaptation. ICDAR (2019)
Benjamin Deguerre, Clément Chatelain, Gilles Gasso
Fast object detection in compressed JPEG Images. ITSC (2019)
Soufiane Belharbi, Romain Hérault, Clément Chatelain, Sébastien Adam
Deep neural networks regularization for structured output prediction. Neurocomputing 281 (2018)
Maxime Martineau, Romain Raveaux, Clément Chatelain, Donatello Conte, Gilles Venturini
Effective Training of Convolutional Neural Networks for Insect Image Recognition. ACIVS (2018)
Guillaume Renton, Yann Soullard, Clément Chatelain, Sébastien Adam, Christopher Kermorvant, Thierry Paquet
Fully convolutional network with dilated convolutions for handwritten text line segmentation. Int. J. Document Anal. Recognit. 21 (3) (2018)
Bruno Stuner, Clément Chatelain, Thierry Paquet
Self-Training of BLSTM with Lexicon Verification for Handwriting Recognition. ICDAR (2017)
Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam, Sébastien Thureau, Mathieu Chastan, Romain Modzelewski
Spotting L3 slice in CT scans using deep convolutional network and transfer learning. Comput. Biol. Medicine 87 (2017)
Bruno Stuner, Clément Chatelain, Thierry Paquet
LV-ROVER: Lexicon Verified Recognizer Output Voting Error Reduction. CoRR (2017)
Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam
Neural Networks Regularization Through Class-wise Invariant Representation Learning. CoRR (2017)
Selma Belgacem, Clément Chatelain, Thierry Paquet
Gesture sequence recognition with one shot learned CRF/HMM hybrid model. Image Vis. Comput. 61 (2017)
Guillaume Renton, Clément Chatelain, Sébastien Adam, Christopher Kermorvant, Thierry Paquet
Handwritten Text Line Segmentation Using Fully Convolutional Network. WML@ICDAR (2017)
Bruno Stuner, Clément Chatelain, Thierry Paquet
Cascading BLSTM networks for handwritten word recognition. ICPR (2016)
Bruno Stuner, Clément Chatelain, Thierry Paquet
A Lexicon Verification Strategy in a BLSTM Cascade Framework. ICFHR (2016)
Soufiane Belharbi, Romain Hérault, Clément Chatelain, Sébastien Adam
Deep multi-task learning with evolving weights. ESANN (2016)
Philippine Barlas, David Hebert, Clément Chatelain, Sébastien Adam, Thierry Paquet
Language Identification in Document Images. Document Recognition and Retrieval (2016)
Bruno Stuner, Clément Chatelain, Thierry Paquet
Cohort of LSTM and lexicon verification for handwriting recognition with gigantic lexicon. CoRR (2016)
Simon Bernard, Clément Chatelain, Sébastien Adam, Robert Sabourin
The Multiclass ROC Front method for cost-sensitive classification. Pattern Recognit. 52 (2016)
Simon Thomas, Clément Chatelain, Laurent Heutte, Thierry Paquet, Yousri Kessentini
A deep HMM model for multiple keywords spotting in handwritten documents. Pattern Anal. Appl. 18 (4) (2015)
Utpal Garain, Luc Mioulet, Bidyut B. Chaudhuri, Clément Chatelain, Thierry Paquet
Unconstrained Bengali handwriting recognition with recurrent models. ICDAR (2015)
Luc Mioulet, Gautier Bideault, Clément Chatelain, Thierry Paquet, Stephan Brunessaux
BLSTM-CTC Combination Strategies for Off-line Handwriting Recognition. ICPRAM (1) (2015)
Gautier Bideault, Luc Mioulet, Clément Chatelain, Thierry Paquet
Using BLSTM for Spotting Regular Expressions in Handwritten Documents. ICPRAM (Selected Papers) (2015)
Luc Mioulet, Gautier Bideault, Clément Chatelain, Thierry Paquet, Stephan Brunessaux
Exploring multiple feature combination strategies with a recurrent neural network architecture for off-line handwriting recognition. DRR (2015)
Gautier Bideault, Luc Mioulet, Clément Chatelain, Thierry Paquet
Spotting handwritten words and REGEX using a two stage BLSTM-HMM architecture. DRR (2015)
Gautier Bideault, Luc Mioulet, Clément Chatelain, Thierry Paquet
Benchmarking discriminative approaches for word spotting in handwritten documents. ICDAR (2015)
Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam
Input/Output Deep Architecture for Structured Output Problems. CoRR (2015)
Gautier Bideault, Luc Mioulet, Clément Chatelain, Thierry Paquet
A Hybrid BLSTM-HMM for Spotting Regular Expressions. ICPRAM (2) (2015)
Julien Lerouge, Romain Hérault, Clément Chatelain, Fabrice Jardin, Romain Modzelewski
IODA: An input/output deep architecture for image labeling. Pattern Recognit. 48 (9) (2015)
Luc Mioulet, Utpal Garain, Clément Chatelain, Philippine Barlas, Thierry Paquet
Language identification from handwritten documents. ICDAR (2015)
Philippine Barlas, Sébastien Adam, Clément Chatelain, Thierry Paquet
A Typed and Handwritten Text Block Segmentation System for Heterogeneous and Complex Documents. Document Analysis Systems (2014)
Gautier Bideault, Luc Mioulet, Clément Chatelain, Thierry Paquet
A Hybrid CRF/HMM Approach for Handwriting Recognition. ICIAR (1) (2014)
David Hebert, Philippine Barlas, Clément Chatelain, Sébastien Adam, Thierry Paquet
Writing Type and Language Identification in Heterogeneous and Complex Documents. ICFHR (2014)
Thotreingam Kasar, Philippine Barlas, Sébastien Adam, Clément Chatelain, Thierry Paquet
Détection de tableaux dans des documents complexes. CORIA-CIFED (2014)
Philippine Barlas, Clément Chatelain, Sébastien Adam, Thierry Paquet
Détection et segmentation des blocs de texte manuscrits et imprimés dans des documents complexes. CORIA-CIFED (2014)
Simon Thomas, Clément Chatelain, Thierry Paquet, Laurent Heutte
Un modèle neuro markovien profond pour l'extraction de séquences dans des documents manuscrits. Document Numérique 16 (2) (2013)
Thotreingam Kasar, Philippine Barlas, Sébastien Adam, Clément Chatelain, Thierry Paquet
Learning to Detect Tables in Scanned Document Images Using Line Information. ICDAR (2013)
Yousri Kessentini, Clément Chatelain, Thierry Paquet
Word Spotting and Regular Expression Detection in Handwritten Documents. ICDAR (2013)
Thierry Paquet, Laurent Heutte, Guillaume Koch, Clément Chatelain
A categorization system for handwritten documents. Int. J. Document Anal. Recognit. 15 (4) (2012)
Selma Belgacem, Clément Chatelain, Achraf Ben-Hamadou, Thierry Paquet
Hand Tracking Using Optical-Flow Embedded Particle Filter in Sign Language Scenes. ICCVG (2012)
Ovidiu Radulescu, Anne Siegel, Elisabeth Pécou, Clément Chatelain, Sandrine Lagarrigue
Genetically Regulated Metabolic Networks: Gale-Nikaido Modules and Differential Inequalities. Trans. Comp. Sys. Biology 13 (2011)
Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet
A multi-model selection framework for unknown and/or evolutive misclassification cost problems. Pattern Recognit. 43 (3) (2010)
Simon Thomas, Clément Chatelain, Laurent Heutte, Thierry Paquet
Alpha-Numerical Sequences Extraction in Handwritten Documents. ICFHR (2010)
Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet
Noncost Sensitive SVM Training Using Multiple Model Selection. J. Circuits Syst. Comput. 19 (1) (2010)
Simon Thomas, Clément Chatelain, Laurent Heutte, Thierry Paquet
An Information Extraction Model for Unconstrained Handwritten Documents. ICPR (2010)
Benjamin Labbé, Romain Hérault, Clément Chatelain
Learning Deep Neural Networks for High Dimensional Output Problems. ICMLA (2009)
Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet
Multi-Objective Optimization for SVM Model Selection. ICDAR (2007)
Clément Chatelain, Laurent Heutte, Thierry Paquet
Extraction automatique de champs numériques dans des documents manuscrits. EGC (2006)
Clément Chatelain, Laurent Heutte, Thierry Paquet
A two-stage outlier rejection strategy for numerical field extraction in handwritten documents. ICPR (3) (2006)
Clément Chatelain, Laurent Heutte, Thierry Paquet
Segmentation-Driven Recognition Applied to Numerical Field Extraction from Handwritten Incoming Mail Documents. Document Analysis Systems (2006)
Clément Chatelain, Laurent Heutte, Thierry Paquet
A syntax-directed method for numerical field extraction using classifier combination. IWFHR (2004)