Publications

2024

L. Yang, C. Chatelain, and S. Adam, « Dynamic graph representation learning with neural networks: a survey, » IEEE Access, vol. 12, pp. 43460-43484, 2024.
[Bibtex]

@article{Yan23,
TITLE = {Dynamic Graph Representation Learning with Neural Networks: A Survey},
AUTHOR = {L. Yang and C. Chatelain and S. Adam},
journal = {{IEEE Access}},
doi={10.1109/ACCESS.2024.3378111},
volume={12},
pages={43460-43484},
YEAR = {2024},
}

U. Malik, S. Bernard, A. Pauchet, C. Chatelain, R. Picot-Clemente, and J. Cortinovis, « Pseudo-labeling with large language models for multi-label emotion classification of french tweets, » IEEE Access, vol. 12, pp. 15902-15916, 2024.
[Bibtex]

@article{Mal24,
AUTHOR = {U. Malik and S. Bernard and A. Pauchet and C. Chatelain and R. Picot-Clemente and J. Cortinovis},
TITLE = {Pseudo-labeling with Large Language Models for Multi-label Emotion Classification of French Tweets},
journal = {{IEEE Access}},
volume={12},
pages={15902-15916},
doi={10.1109/ACCESS.2024.3354705},
YEAR = {2024},
}

2023

B. Deguerre, C. Chatelain, and G. Gasso, « End-to-end traffic flow rate estimation from MPEG4 part-2 compressed video streams, » IEEE Transaction on Intelligent Transportation Systems, 2023.
[Bibtex]

@article{Deg23,
AUTHOR = {B. Deguerre and C. Chatelain and G. Gasso},
TITLE = {End-to-end traffic flow rate estimation from {MPEG4} part-2 compressed video streams},
journal = {{IEEE Transaction on Intelligent Transportation Systems}},
YEAR = {2023},
}

D.Coquenet, C. Chatelain, and T.Paquet, « DAN: a Segmentation-free Document Attention Network for Handwritten Document Recognition, » IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 45, iss. 07, pp. 8227-8243, 2023.
[Bibtex]

@article{Coq22a,
AUTHOR = {D.Coquenet and C. Chatelain and T.Paquet},
TITLE = {{DAN: a Segmentation-free Document Attention Network for Handwritten Document Recognition}},
journal = {{IEEE Transactions on Pattern Analysis & Machine Intelligence}},
doi={10.1109/TPAMI.2023.3235826},
volume = {45},
number = {07},
pages = {8227-8243},
YEAR = {2023},
}

D.Coquenet, C. Chatelain, and T.Paquet, « End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network, » IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 45, iss. 1, pp. 508-524, 2023.
[Bibtex]

@article{Coq22,
AUTHOR = {D.Coquenet and C. Chatelain and T.Paquet},
TITLE = {{End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network}},
journal = {{IEEE Transactions on Pattern Analysis & Machine Intelligence}},
volume={45},
number={1},
pages = {508-524},
doi={10.1109/TPAMI.2022.3144899},
YEAR = {2023},
}

L. Yang, C. Chatelain, and S. Adam, « DspGNN: Bringing Spectral Design to Discrete Time Dynamic Graph Neural Networks for Edge Regression, » in Temporal Graph Learning Workshop@NeurIPS, 2023.
[Bibtex]

@InProceedings{Yan23tgl,
TITLE = {{DspGNN: Bringing Spectral Design to Discrete Time Dynamic Graph Neural Networks for Edge Regression}},
AUTHOR = {L. Yang and C. Chatelain and S. Adam},
booktitle = {{Temporal Graph Learning Workshop@NeurIPS}},
YEAR = {2023},
}

D.Coquenet, C. Chatelain, and T.Paquet, « Faster DAN: Multi-target Queries with Document Positional Encoding for End-to-end Handwritten Document Recognition, » in ICDAR, 2023, p. 182–199.
[Bibtex]

@InProceedings{Coq23c,
AUTHOR = {D.Coquenet and C. Chatelain and T.Paquet},
TITLE = {{Faster DAN: Multi-target Queries with Document Positional Encoding for End-to-end Handwritten Document Recognition}},
doi = {10.1007/978-3-031-41685-9_12},
booktitle = {{ICDAR}},
pages="182--199",
YEAR = {2023},
}

T. Mayet, S. Bernard, C. Chatelain, and R. Herault, « Domain translation via latent space mapping, » in IJCNN, 2023.
[Bibtex]

@InProceedings{May23,
AUTHOR = {T. Mayet and S. Bernard and C. Chatelain and R. Herault},
TITLE = {Domain Translation via Latent Space Mapping},
doi = {10.1109/IJCNN54540.2023.10191215},
booktitle = {{IJCNN}},
YEAR = {2023},
}

2022

T. Constum, N. Kempf, T.Paquet, P. Tranouez, C. Chatelain, S. Brée, and F. Merveille, « Recognition and information extraction in historical handwritten tables: toward understanding early 20th century paris census, » in 15th International Workshop on Document Analysis Systems, 2022, p. 143–157.
[Bibtex]

@InProceedings{Con22,
AUTHOR = {T. Constum and N. Kempf and T.Paquet and P. Tranouez and C. Chatelain and S. Brée and F. Merveille},
TITLE = {Recognition and information extraction in historical handwritten tables: toward understanding early 20th century Paris census},
booktitle = {{15th International Workshop on Document Analysis Systems}},
pages="143--157",
doi = {10.1007/978-3-031-06555-2_10},
YEAR = {2022},
}

2021

D.Coquenet, C. Chatelain, and T.Paquet, « Handwritten text recognition: from isolated text lines to whole documents, » in ORASIS, 2021.
[Bibtex]

@InProceedings{Coq21a,
AUTHOR = {D.Coquenet and C. Chatelain and T.Paquet},
TITLE = {Handwritten text recognition: from isolated text lines to whole documents},
booktitle = {{ORASIS}},
ADDRESS = {},
YEAR = {2021},
}

D.Coquenet, C. Chatelain, and T.Paquet, « SPAN: a simple predict & align network for handwritten paragraph recognition, » in ICDAR, Lausanne, Switzerland, 2021.
[Bibtex]

@InProceedings{Coq21,
AUTHOR = {D.Coquenet and C. Chatelain and T.Paquet},
TITLE = {{SPAN}: a Simple Predict & Align Network for Handwritten Paragraph Recognition},
booktitle = {{ICDAR}},
doi = {10.1007/978-3-030-86334-0_5},
ADDRESS = {Lausanne, Switzerland},
YEAR = {2021},
}

2020

B. Stuner, C. Chatelain, and T.Paquet, « Handwriting recognition using Cohort of LSTM and lexicon verification with extremely large lexicon, » Multimedia Tools and Applications, vol. 79, p. 34407–34427, 2020.
[Bibtex]

@article{Stu20,
AUTHOR = {B. Stuner and C. Chatelain and T.Paquet},
TITLE = {{Handwriting recognition using Cohort of LSTM and lexicon verification with extremely large lexicon}},
journal = {{Multimedia Tools and Applications}},
volume={79},
pages = {34407–34427},
doi={10.1007/s11042-020-09198-6},
YEAR = {2020},
}

Y. Soullard, P. Tranouez, C. Chatelain, S. Nicolas, and T.Paquet, « Multi-scale Gated Fully Convolutional DenseNets for semantic labeling of historical newspaper images, » Pattern Recognition Letters, vol. 131, pp. 435-441, 2020.
[Bibtex]

@article{Sou20,
AUTHOR = {Y. Soullard and P. Tranouez and C. Chatelain and S. Nicolas and T.Paquet},
TITLE = {{Multi-scale Gated Fully Convolutional DenseNets for semantic labeling of historical newspaper images}},
journal = {{P}attern {R}ecognition {L}etters},
doi={10.1016/j.patrec.2020.01.026},
volume={131},
pages={435-441},
YEAR = {2020},
}

B. Deguerre, C. Chatelain, and G. Gasso, « Object Detection in the DCT Domain: is Luminance the Solution?, » in ICPR, 2020, pp. 2627-2634.
[Bibtex]

@InProceedings{Deg20,
AUTHOR = {B. Deguerre and C. Chatelain and G. Gasso},
TITLE = {{Object Detection in the DCT Domain: is Luminance the Solution?}},
booktitle = {{ICPR}},
pages = {Milan, Italy},
YEAR = {2020},
pages={2627-2634},
doi={10.1109/ICPR48806.2021.9412998},
}

D.Coquenet, C. Chatelain, and T.Paquet, « Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network, » in ICFHR, Dortmund, Germany, 2020, pp. 19-24.
[Bibtex]

@InProceedings{Coq20,
AUTHOR = {D.Coquenet and C. Chatelain and T.Paquet},
TITLE = {Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network},
booktitle = {{ICFHR}},
pages={19-24},
doi = {10.1109/ICFHR2020.2020.00015},
ADDRESS = {Dortmund, Germany},
YEAR = {2020},
}

2019

D. Pop, A. Rogozan, C. Chatelain, F. Nashashibi, and A. Bensrhair, « Multi-task deep learning for pedestrian detection, action recognition and time to crossing prediction, » IEEE Access, vol. 7, p. 149318–149327, 2019.
[Bibtex]

@article{Pop19,
AUTHOR = {D. Pop and A. Rogozan and C. Chatelain and F. Nashashibi and A. Bensrhair},
TITLE = {Multi-task Deep Learning for Pedestrian Detection, Action Recognition and Time to Crossing Prediction},
journal = {{IEEE} {A}ccess},
volume={7},
pages = {149318--149327},
doi={10.1109/ACCESS.2019.2944792},
YEAR = {2019},
}

A. Amyar, S. Ruan, I. Gardin, C. Chatelain, P. Decazes, and R. Modzelewski, « 3-D RPET-NET: development of a 3-d PET imaging convolutional neural network for radiomics analysis and outcome prediction, » IEEE transactions on radiation and plasma medical sciences, vol. 3, iss. 2, pp. 225-231, 2019.
[Bibtex]

@article{Amy19,
author={A. {Amyar} and S. {Ruan} and I. {Gardin} and C. {Chatelain} and P. {Decazes} and R. {Modzelewski}},
journal={{IEEE} Transactions on Radiation and Plasma Medical Sciences},
title={3-{D} {RPET-NET}: Development of a 3-D {PET} Imaging Convolutional Neural Network for Radiomics Analysis and Outcome Prediction},
year={2019},
volume={3},
number={2},
pages={225-231},
doi={10.1109/TRPMS.2019.2896399},
}

D.Coquenet, Y. Soullard, C. Chatelain, and T.Paquet, « Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ?, » in Machine learning workshop@ICDAR, Sidney, Australia, 2019, pp. 65-70.
[Bibtex]

@InProceedings{Coq19,
AUTHOR = {D.Coquenet and Y. Soullard and C. Chatelain and T.Paquet},
TITLE = {Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ?},
booktitle = {Machine Learning workshop{@ICDAR}},
ADDRESS = {Sidney, Australia},
doi="10.1109/ICDARW.2019.40083",
pages = {65-70},
YEAR = {2019},
}

B. Deguerre, C. Chatelain, and G. Gasso, « Fast object detection in compressed JPEG images, » in IEEE intelligent transportation systems conference (ITSC), 2019, pp. 333-338.
[Bibtex]

@InProceedings{Deg19,
AUTHOR = {B. Deguerre and C. Chatelain and G. Gasso},
TITLE = {Fast object detection in compressed {JPEG} Images},
booktitle = {{IEEE} Intelligent Transportation Systems Conference ({ITSC})},
doi="10.1109/ITSC.2019.8916937",
pages = {333-338},
YEAR = {2019},
}

Y. Soullard, W. Swaileh, P. Tranouez, T. Paquet, and C. Chatelain, « Improving text recognition using optical and language model writer adaptation, » in ICDAR, Sidney, Australia, 2019, pp. 1175-1180.
[Bibtex]

@InProceedings{Sou19,
AUTHOR = {Y. Soullard and W. Swaileh and P. Tranouez and T. Paquet and C. Chatelain },
TITLE = {Improving text recognition using optical and language model writer adaptation},
doi="10.1109/ICDAR.2019.00190",
booktitle = {{ICDAR}},
ADDRESS = {Sidney, Australia},
pages= {1175-1180},
YEAR = {2019},
}

C. Chatelain, « Contributions à l’apprentissage profond, applications à la reconnaissance d’écriture manuscrite, » PhD Thesis, 2019.
[Bibtex]

@PhdThesis{Cha19,
AUTHOR = {C. Chatelain},
TITLE = {Contributions à l'apprentissage profond, applications à la reconnaissance d'écriture manuscrite},
MONTH= {November},
YEAR = {2019},
PAGES = {111p},
}

2018

A. Amyar, S. Ruan, I. Gardin, R. Herault, C. Chatelain, P. Decazes, and R. Modzelewski, « Radiomics-net: convolutional neural networks on FDG PET images for predicting cancer treatment response, » Journal of Nuclear Medicine, vol. 59, p. 324, 2018.
[Bibtex]

@article{Amy18jnm,
AUTHOR = {A. Amyar and S. Ruan and I. Gardin and R. Herault and C. Chatelain and P. Decazes and R. Modzelewski},
TITLE = {Radiomics-net: Convolutional Neural Networks on {FDG} {PET} Images for predicting cancer treatment response},
journal = {{J}ournal of {N}uclear {M}edicine},
volume = {59},
numero = {supplement 1},
pages = {324},
YEAR = {2018},
}

G. Renton, Y. Soullard, C. Chatelain, S. Adam, C. Kermorvant, and T. Paquet, « Fully convolutional network with dilated convolutions for handwritten text line segmentation, » International Journal on Document Analysis and Recognition (IJDAR), vol. 21, iss. 3, pp. 177-186, 2018.
[Bibtex]

@article{Ren18,
AUTHOR = {G. Renton and Y. Soullard and C. Chatelain and S. Adam and C. Kermorvant and T. Paquet},
TITLE = {Fully Convolutional Network with dilated convolutions for Handwritten text line segmentation},
journal = {International {J}ournal on {D}ocument {A}nalysis and {R}ecognition ({IJDAR})},
volume = {21},
number = {3},
pages = {177-186},
DOI = "10.1007/s10032-018-0304-3",
YEAR = {2018},
}

S. Belharbi, R.Hérault, C. Chatelain, and S. Adam, « Deep Neural Networks Regularization for Structured Output Prediction, » Neurocomputing, vol. 281, pp. 169-177, 2018.
[Bibtex]

@article{Bel18,
AUTHOR = {S. Belharbi and R.Hérault and C. Chatelain and S. Adam},
TITLE = {Deep {N}eural {N}etworks {R}egularization for {S}tructured {O}utput {P}rediction},
journal = {Neurocomputing},
YEAR = {2018},
VOLUME = {281},
PAGES = {169-177},
DOI = "10.1016/j.neucom.2017.12.002",
url = {https://arxiv.org/abs/1504.07550},
}

M.Martineau, R.Raveaux, C. Chatelain, D.Conte, and G.Venturini, « Effective training of convolutional neural networks for insect image recognition, » in Advanced concepts for intelligent vision systems, 2018, p. 426–437.
[Bibtex]

@InProceedings{Mar18,
AUTHOR = {M.Martineau and R.Raveaux and C. Chatelain and D.Conte and G.Venturini},
TITLE = {Effective Training of Convolutional Neural Networks for Insect Image Recognition},
BOOKTITLE = {Advanced Concepts for Intelligent Vision Systems},
ADDRESS = {},
doi = {10.1007/978-3-030-01449-0_36},
YEAR = {2018},
pages="426--437",
}

R. Modzelewski, C. Chatelain, R. Herault, F. Jardin, S. Thureau, and P. Vera, « BodyComp.ai : toward automatic L3 computed tomography bodycomposition quantification in clinical practice?, » in International Conference on Frailty and Sarcopenia Research (ICFSR), 2018.
[Bibtex]

@InProceedings{mod18,
AUTHOR = {R. Modzelewski and C. Chatelain and R. Herault and F. Jardin and S. Thureau and P. Vera},
TITLE = {{B}ody{C}omp.ai : Toward automatic {L}3 computed tomography bodycomposition quantification in clinical practice?},
BOOKTITLE = {{I}nternational {C}onference on {F}railty and {S}arcopenia {R}esearch} ({ICFSR}),
ADDRESS = {},
YEAR = {2018}
}

2017

S. Belharbi, C. Chatelain, R. Hérault, S. Adam, S. Thureau, M. Chastan, and R. Modzelewski, « Spotting L3 slice in CT scans using deep convolutional network and transfer learning, » Computers in Biology and Medicine, vol. 87, pp. 95-103, 2017.
[Bibtex]

@Article{Bel17a,
AUTHOR = {S. Belharbi and C. Chatelain and R. Hérault and S. Adam and S. Thureau and M. Chastan and R. Modzelewski },
TITLE = {Spotting {L3} slice in {CT} scans using deep convolutional network and transfer learning},
journal = {{C}omputers in {B}iology and {M}edicine},
DOI = "10.1016/j.compbiomed.2017.05.018",
VOLUME = {87},
PAGES = {95-103},
YEAR = {2017},
}

S. Belgacem, C. Chatelain, and T. Paquet, « Gesture sequence recognition with one shot learned CRF/HMM hybrid model, » Image and Vision Computing, vol. 61, pp. 12-21, 2017.
[Bibtex]

@Article{Bel17,
AUTHOR = {S. Belgacem and C. Chatelain and T. Paquet},
TITLE = {Gesture sequence recognition with one shot learned {CRF/HMM} hybrid model},
Journal={{I}mage and {V}ision {C}omputing},
MONTH = {may},
YEAR = {2017},
VOLUME = {61},
PAGES = {12-21},
DOI = "10.1016/j.imavis.2017.02.003",
}

G. Renton, C. Chatelain, S. Adam, C. Kermorvant, and T. Paquet, « Handwritten text line segmentation using Fully Convolutional Network, » in Machine learning workshop@ICDAR, Kyoto, Japan, 2017.
[Bibtex]

@InProceedings{Ren17,
AUTHOR = {G. Renton and C. Chatelain and S. Adam and C. Kermorvant and T. Paquet},
TITLE = {Handwritten text line segmentation using {F}ully {C}onvolutional {Network}},
doi = {10.1109/ICDAR.2017.321},
BOOKTITLE = {Machine Learning workshop{@ICDAR}},
ADDRESS = {Kyoto, Japan},
YEAR = {2017},
}

B. Stuner, C. Chatelain, and T. Paquet, « Self-training of BLSTM with lexicon verification for handwriting recognition, » in ICDAR, Kyoto, Japan, 2017.
[Bibtex]

@InProceedings{Stu17b,
AUTHOR = {B. Stuner and C. Chatelain and T. Paquet},
TITLE = {Self-Training of {BLSTM} with Lexicon Verification For Handwriting Recognition},
BOOKTITLE = {{ICDAR}},
DOI={10.1109/ICDAR.2017.109},
ADDRESS = {Kyoto, Japan},
YEAR = {2017},
}

2016

P. Barlas, D. Hebert, C. Chatelain, S. Adam, and T. Paquet, « Language identification in document images, » Journal of Imaging Science and Technology, vol. 60, iss. 1, p. 10407_1-10407_16, 2016.
[Bibtex]

@Article{Bar15,
AUTHOR = {P. Barlas and D. Hebert and C. Chatelain and S. Adam and T. Paquet},
TITLE = {Language identification in document images},
JOURNAL = {Journal of {I}maging {S}cience and {T}echnology},
YEAR = {2016},
VOLUME={60},
NUMBER={1},
PAGES = {10407_1-10407_16},
DOI = "10.2352/J.ImagingSci.Technol.2016.60.1.010407",
}

S. Bernard, C. Chatelain, S. Adam, and R. Sabourin, « The multiclass ROC front method for cost-sensitive classification, » Pattern Recognition, vol. 52, pp. 46-60, 2016.
[Bibtex]

@ARTICLE{Ber15,
AUTHOR = {S. Bernard and C. Chatelain and S. Adam and R. Sabourin},
TITLE = {The Multiclass {ROC} Front method for cost-sensitive classification},
JOURNAL = {Pattern {R}ecognition},
volume = "52",
pages = "46 - 60",
YEAR = {2016},
DOI = "10.1016/j.patcog.2015.10.010",
}

P. Barlas, D. Hebert, C. Chatelain, S. Adam, and T. Paquet, « Language identification in document images, » in Document Recognition and Retrieval XXIII, San Francisco, USA, 2016, p. 1–16.
[Bibtex]

@InProceedings{Bar16drr,
Author = {P. Barlas and D. Hebert and C. Chatelain and S. Adam and T. Paquet},
DOI={10.2352/j.imagingsci.technol.2016.60.1.010407},
Title = {Language Identification in Document Images},
booktitle = {Document {R}ecognition and {R}etrieval {XXIII}},
address ={San Francisco, USA},
pages = {1--16},
year = {2016},
}

B. Stuner, C. Chatelain, and T.Paquet, « Cascading BLSTM networks for handwritten word recognition, » in International Conference on Pattern Recognition (ICPR), Cancún, Mexico, 2016, p. 3416–3421.
[Bibtex]

@InProceedings{Stu16a,
AUTHOR = {B. Stuner and C. Chatelain and T.Paquet},
TITLE = {Cascading {BLSTM} networks for handwritten word recognition},
BOOKTITLE = {International {C}onference on {P}attern {R}ecognition ({ICPR})},
ADDRESS = {Canc{\'{u}}n, Mexico},
pages = {3416--3421},
doi = {10.1109/ICPR.2016.7900162},
YEAR = {2016},
}

B. Stuner, C. Chatelain, and T.Paquet, « A lexicon verification strategy in a BLSTM cascade framework, » in International conference on frontiers in handwriting recognition (ICFHR), Shenzhen, China, 2016, p. 234–239.
[Bibtex]

@InProceedings{Stu16,
AUTHOR = {B. Stuner and C. Chatelain and T.Paquet},
TITLE = {A Lexicon Verification Strategy in a {BLSTM} Cascade Framework},
pages = {234--239},
doi = {10.1109/ICFHR.2016.0053},
BOOKTITLE = {International Conference on Frontiers in Handwriting Recognition {(ICFHR)}},
ADDRESS = {Shenzhen, China},
YEAR = {2016},
}

S. Belharbi, R.Hérault, C. Chatelain, and S. Adam, « Deep multi-task learning with evolving weights, » in European Symposium on Artificial Neural Networks (ESANN), Bruges, Belgium, 2016.
[Bibtex]

@InProceedings{Bel16,
AUTHOR = {S. Belharbi and R.Hérault and C. Chatelain and S. Adam},
TITLE = {Deep multi-task learning with evolving weights},
BOOKTITLE = {European {S}ymposium on {A}rtificial {N}eural {N}etworks ({ESANN})},
ADDRESS = {Bruges, Belgium},
YEAR = {2016},
}

2015

J. Lerouge, R. Herault, C. Chatelain, F. Jardin, and R. Modzelewski, « IODA: an input output deep architecture for image labeling, » Pattern Recognition, vol. 48, iss. 9, p. 2847–2858, 2015.
[Bibtex]

@ARTICLE{Ler15,
AUTHOR = {J. Lerouge and R. Herault and C. Chatelain and F. Jardin and R. Modzelewski},
TITLE = {{IODA}: An Input Output Deep Architecture for image labeling},
JOURNAL = {Pattern {R}ecognition},
DOI = "10.1016/j.patcog.2015.03.017",
YEAR = {2015},
VOLUME={48},
NUMBER={9},
PAGES = {2847–2858},
url = {http://clement.chatelain.free.fr/publications/PR_IODA_2015.pdf},
}

S. Thomas, C. Chatelain, L. Heutte, T. Paquet, and Y. Kessentini, « A deep HMM model for multiple keywords spotting in handwritten documents, » Pattern Analysis and Applications, vol. 18, iss. 4, pp. 1003-1015, 2015.
[Bibtex]

@ARTICLE{Tho14,
AUTHOR = {S. Thomas and C. Chatelain and L. Heutte and T. Paquet and Y. Kessentini},
TITLE = {A Deep {HMM} model for multiple keywords spotting in handwritten documents},
JOURNAL = {Pattern {A}nalysis and {A}pplications},
doi={10.1007/s10044-014-0433-3},
YEAR = {2015},
VOLUME={18},
NUMBER={4},
PAGES = {1003-1015},
url = {http://clement.chatelain.free.fr/publications/deephmm.pdf},
}

S. Belgacem, C.Chatelain, and T.Paquet, « A hybrid CRF/HMM for one-shot gesture learning, » in Adaptive Biometric Systems, A. Rattani, F. Roli, and E. Granger, Eds., Springer International Publishing, 2015, pp. 51-72.
[Bibtex]

@incollection{Bel15b,
year={2015},
isbn={978-3-319-24863-9},
booktitle={Adaptive {B}iometric {S}ystems},
series={Advances in Computer Vision and Pattern Recognition},
editor={Rattani, A. and Roli, F. and Granger, E.},
doi={10.1007/978-3-319-24865-3_4},
title={A Hybrid {CRF/HMM} for One-Shot Gesture Learning},
url={http://dx.doi.org/10.1007/978-3-319-24865-3_4},
publisher={Springer International Publishing},
author={S. Belgacem and C.Chatelain and T.Paquet},
pages={51-72},
}

G. Bideault, L. Mioulet, C. Chatelain, and T. Paquet, « Using BLSTM for spotting regular expressions in handwritten documents, » in Pattern recognition: applications and methods: 4th international conference, ICPRAM 2015, lisbon, portugal, january 10-12, 2015, revised selected papers, A. Fred, M. De Marsico, and M. Figueiredo, Eds., Cham: Springer International Publishing, 2015, p. 143–157.
[Bibtex]

@Inbook{Bideault2015,
author="Bideault, Gautier
and Mioulet, Luc
and Chatelain, Cl{\'e}ment
and Paquet, Thierry",
editor="Fred, Ana
and De Marsico, Maria
and Figueiredo, M{\'a}rio",
title="Using {BLSTM} for Spotting Regular Expressions in Handwritten Documents",
bookTitle="Pattern Recognition: Applications and Methods: 4th International Conference, {ICPRAM} 2015, Lisbon, Portugal, January 10-12, 2015, Revised Selected Papers",
year="2015",
publisher="Springer International Publishing",
address="Cham",
pages="143--157",
isbn="978-3-319-27677-9",
doi="10.1007/978-3-319-27677-9_9",
url="http://dx.doi.org/10.1007/978-3-319-27677-9_9"
}

S. Belharbi, C. Chatelain, R.Herault, and S. Adam, « Learning structured output dependencies using deep neural networks, » in Deep learning workshop, ICML, Lille, France, 2015.
[Bibtex]

@InProceedings{Bel15,
AUTHOR = {S. Belharbi and C. Chatelain and R.Herault and S. Adam},
TITLE = {Learning Structured Output Dependencies Using Deep Neural Networks},
BOOKTITLE = {Deep Learning Workshop, {ICML}},
ADDRESS = {Lille, France},
YEAR = {2015},
}

U. Garain, L. Mioulet, B. Chaudhuri, C. Chatelain, and T. Paquet, « Unconstrained bengali handwriting recognition with recurrent models, » in ICDAR, Washington, USA, 2015, pp. 1056-1060.
[Bibtex]

@InProceedings{Gar15,
AUTHOR = {U. Garain and L. Mioulet and B. Chaudhuri and C. Chatelain and T. Paquet},
TITLE = {Unconstrained Bengali Handwriting Recognition with Recurrent Models},
BOOKTITLE = {{ICDAR}},
ADDRESS = {Washington, USA},
pages={1056-1060},
doi={10.1109/ICDAR.2015.7333923},
YEAR = {2015},
}

L. Mioulet, U. Garain, C. Chatelain, T. Paquet, and P. Barlas, « Language identification from handwritten documents, » in ICDAR, Washington, USA, 2015, pp. 676-680.
[Bibtex]

@InProceedings{Mio15b,
AUTHOR = {L. Mioulet and U. Garain and C. Chatelain and T. Paquet and P. Barlas},
TITLE = {Language Identification from Handwritten Documents},
BOOKTITLE = {{ICDAR}},
ADDRESS = {Washington, USA},
pages={676-680},
doi={10.1109/ICDAR.2015.7333847},
YEAR = {2015},
url = {http://clement.chatelain.free.fr/publications/ICDAR2015-language_identification.pdf},
}

G. Bideault, L. Mioulet, C. Chatelain, and T. Paquet, « Benchmarking discriminative approaches for word spotting in handwritten documents, » in ICDAR, Washington, USA, 2015, pp. 201-205.
[Bibtex]

@InProceedings{Bid15b,
AUTHOR = {G. Bideault and L. Mioulet and C. Chatelain and T. Paquet},
TITLE = {Benchmarking discriminative approaches for word spotting in handwritten documents},
BOOKTITLE = {{ICDAR}},
ADDRESS = {Washington, USA},
YEAR = {2015},
pages={201-205},
doi={10.1109/ICDAR.2015.7333752},
URL = {http://clement.chatelain.free.fr/publications/ICDAR_Gautier-benchmark.pdf},
}

G. Bideault, L. Mioulet, C. Chatelain, and T. Paquet, « A hybrid BLSTM-HMM for spotting regular expressions, » in ICPRAM, Lisbon, Portugal, 2015, pp. 5-12.
[Bibtex]

@InProceedings{Bid15a,
AUTHOR = {G. Bideault and L. Mioulet and C. Chatelain and T. Paquet},
TITLE = {A Hybrid {BLSTM-HMM} for spotting Regular Expressions},
BOOKTITLE = {{ICPRAM}},
pages = {5-12},
ADDRESS = {Lisbon, Portugal},
YEAR = {2015},
URL = {http://clement.chatelain.free.fr/publications/ICPRAMBLSTM.pdf},
}

L. Mioulet, G. Bideault, C. Chatelain, and T. Paquet, « BLSTM-CTC combination strategies for off-line handwriting recognition, » in ICPRAM, Lisbon, Portugal, 2015, pp. 173-180.
[Bibtex]

@InProceedings{Mio15a,
AUTHOR = {L. Mioulet and G. Bideault and C. Chatelain and T. Paquet},
TITLE = {{BLSTM-CTC} Combination Strategies for Off-line Handwriting Recognition},
BOOKTITLE = {{ICPRAM}},
ADDRESS = {Lisbon, Portugal},
pages={173-180},
doi={10.5220/0005178601730180},
YEAR = {2015},
}

G. Bideault, L. Mioulet, C. Chatelain, and T. Paquet, « Spotting handwritten words and REGEX using a two stage BLSTM-HMM architecture, » in Document Recognition and Retrieval, San Francisco, USA, 2015, p. 94020G-94020G-11.
[Bibtex]

@InProceedings{Bid15,
AUTHOR = {G. Bideault and L. Mioulet and C. Chatelain and T. Paquet},
TITLE = {Spotting handwritten words and {REGEX} using a two stage {BLSTM-HMM} architecture},
BOOKTITLE = {Document {R}ecognition and {R}etrieval},
ADDRESS = {San Francisco, USA},
YEAR = {2015},
doi = {10.1117/12.2075796},
journal = {Proc. SPIE},
volume = {9402},
pages = {94020G-94020G-11},
URL = {http://clement.chatelain.free.fr/publications/DRR-REGEX-spotting-bideault.pdf},
}

L. Mioulet, G. Bideault, C. Chatelain, and T. Paquet, « Exploring multiple feature combination strategies with a recurrent neural network architecture for off-line handwriting recognition, » in Document recognition and retrieval, San Francisco, USA, 2015, p. 94020F.
[Bibtex]

@InProceedings{Mio15,
AUTHOR = {L. Mioulet and G. Bideault and C. Chatelain and T. Paquet},
TITLE = {Exploring multiple feature combination strategies with a recurrent neural network architecture for off-line handwriting recognition},
BOOKTITLE = {Document Recognition and Retrieval},
ADDRESS = {San Francisco, USA},
YEAR = {2015},
PAGES = {94020F},
doi = {10.1117/12.2075665},
URL = {http://clement.chatelain.free.fr/publications/DRR_FeatureCombination.pdf},
}

2014

G. Bideault, L. Mioulet, C. Chatelain, and T. Paquet, « A hybrid CRF/HMM approach for handwriting recognition, » in International conference on image analysis and recognition (ICIAR), vilamoura, portugal, 2014, pp. 403-410.
[Bibtex]

@InProceedings{Bid14,
AUTHOR = {G. Bideault and L. Mioulet and C. Chatelain and T. Paquet},
TITLE = {A hybrid {CRF/HMM} approach for handwriting recognition},
BOOKTITLE = {International Conference on Image Analysis and Recognition {(ICIAR)}, Vilamoura, Portugal},
YEAR = {2014},
PAGES = {403-410},
VOLUME={1},
series={Lecture Notes in Computer Science},
doi={10.1007/978-3-319-11758-4_44},
URL = {http://clement.chatelain.free.fr/publications/ICIAR-bideault.pdf},
}

D. Hébert, P. Barlas, C. Chatelain, S. Adam, and T. Paquet, « Writing type and language identification in heterogeneous and complex documents, » in International conference on frontiers in handwriting recognition (ICFHR), crete, greece, 2014, pp. 411-416.
[Bibtex]

@InProceedings{Heb14,
AUTHOR = {D. Hébert and P. Barlas and C. Chatelain and S. Adam and T. Paquet},
TITLE = {Writing type and language identification in heterogeneous and complex documents},
BOOKTITLE = {International Conference on Frontiers in Handwriting Recognition {(ICFHR)}, Crete, Greece},
doi={10.1109/ICFHR.2014.75},
YEAR = {2014},
PAGES = {411-416},
}

P. Barlas, S. Adam, C. Chatelain, and T. Paquet, « A typed and handwritten text block segmentation system for heterogeneous and complex documents, » in Document analysis systems, tours, france, 2014, pp. 46-50.
[Bibtex]

@InProceedings{Bar14,
AUTHOR = {P. Barlas and S. Adam and C. Chatelain and T. Paquet},
TITLE = {A typed and handwritten text block segmentation system for heterogeneous and complex documents},
BOOKTITLE = {Document Analysis Systems, Tours, France},
YEAR = {2014},
doi={10.1109/DAS.2014.39},
URL = {http://clement.chatelain.free.fr/publications/das_2014_paper.pdf},
PAGES = {46-50},
}

2013

S. Thomas, C. Chatelain, L. Heutte, and T. Paquet, « Un modèle neuro markovien profond pour l’extraction de séquences dans des documents manuscrits, » Documents Numériques, vol. 16, iss. 2, pp. 49-69, 2013.
[Bibtex]

@ARTICLE{Tho13,
AUTHOR = {S. Thomas and C. Chatelain and L. Heutte and T. Paquet},
TITLE = {Un modèle neuro markovien profond pour l'extraction de séquences dans des documents manuscrits},
JOURNAL = {{D}ocuments {N}umériques},
doi = "10.3166/dn.16.2.49-68",
YEAR = {2013},
VOLUME={16},
NUMBER={2},
PAGES = {49-69},
url = {http://clement.chatelain.free.fr/publications/docnum-thomas2013.pdf},
}

T. Kasar, P. Barlas, S. Adam, C. Chatelain, and T. Paquet, « Learning to detect tables in scanned document images using line information, » in ICDAR, washington DC, USA, 2013, pp. 1185-1189.
[Bibtex]

@InProceedings{Kas13,
AUTHOR = {T. Kasar and P. Barlas and S. Adam and C. Chatelain and T. Paquet},
TITLE = {Learning to Detect Tables in Scanned Document Images using Line Information},
BOOKTITLE = {{ICDAR}, Washington {DC}, {USA}},
YEAR = {2013},
pages={1185-1189},
doi={10.1109/ICDAR.2013.240},
URL = {http://clement.chatelain.free.fr/publications/kasar_icdar2013.pdf}
}

Y. Kessentini, C. Chatelain, and T. Paquet, « Word spotting and regular expression detection in handwritten documents, » in ICDAR, washington DC, USA, 2013, pp. 516-520.
[Bibtex]

@InProceedings{Kes13,
AUTHOR = {Y. Kessentini and C. Chatelain and T. Paquet},
TITLE = {Word Spotting and Regular Expression Detection in Handwritten Documents},
BOOKTITLE = {{ICDAR}, Washington {DC}, {USA}},
YEAR = {2013},
pages={516-520},
doi={10.1109/ICDAR.2013.109},
URL = {http://clement.chatelain.free.fr/publications/kessentini_icdar2013.pdf}
}

2012

T. Paquet, L. Heutte, G. Koch, and C. Chatelain, « A categorization system for handwritten documents, » International Journal on Document Analysis and Recognition (IJDAR), vol. 15, iss. 4, pp. 315-330, 2012.
[Bibtex]

@ARTICLE{Paq11,
AUTHOR = {T. Paquet and L. Heutte and G. Koch and C. Chatelain},
TITLE = {A Categorization System for Handwritten Documents},
JOURNAL = {International {J}ournal on {D}ocument {A}nalysis and {R}ecognition ({IJDAR})},
YEAR = {2012},
VOLUME={15},
NUMBER={4},
PAGES = {315-330},
doi={10.1007/s10032-011-0173-5},
url = {http://clement.chatelain.free.fr/publications/ijdar2010.pdf},
}

S. Belgacem, C. Chatelain, A. Ben-Hamadou, and T. Paquet, « Hand tracking using optical-flow embedded particle filter in sign language scenes, » in Computer vision and graphics, 2012, pp. 288-295.
[Bibtex]

@InProceedings{Bel12,
AUTHOR = {S. Belgacem and C. Chatelain and A. Ben-Hamadou and T. Paquet},
TITLE = {Hand Tracking using Optical-Flow embedded Particle Filter in sign language scenes},
BOOKTITLE = {{ICCVG}, Varsaw, Poland},
booktitle={Computer Vision and Graphics},
volume={7594},
series={Lecture Notes in Computer Science},
YEAR = {2012},
PAGES = {288-295},
doi={10.1007/978-3-642-33564-8_35},
URL = {http://clement.chatelain.free.fr/publications/iccvg2012_belgacem.pdf}
}

2010

C. Chatelain, S. Adam, Y. Lecourtier, L. Heutte, and T. Paquet, « A multi-model selection framework for unknown and/or evolutive misclassification cost problems, » Pattern Recognition, vol. 43, iss. 3, pp. 815-823, 2010.
[Bibtex]

@ARTICLE{Cha09,
AUTHOR = {C. Chatelain and S. Adam and Y. Lecourtier and L. Heutte and T. Paquet},
TITLE = {A multi-model selection framework for unknown and/or evolutive misclassification cost problems},
JOURNAL = {Pattern {R}ecognition},
VOLUME = {43},
NUMBER = {3},
PAGES = {815-823},
YEAR = {2010},
MONTH = {March},
doi = "10.1016/j.patcog.2009.07.006",
URL = {http://hal.archives-ouvertes.fr/docs/00/43/59/54/PDF/pr_chatelain.pdf}
}

C. Chatelain, S. Adam, Y. Lecourtier, L. Heutte, and T. Paquet, « Non-cost-sensitive SVM training using multiple model selection, » Journal of Circuits, Systems and Computers, vol. 19, iss. 1, pp. 231-242, 2010.
[Bibtex]

@ARTICLE{Cha08b,
AUTHOR = {C. Chatelain and S. Adam and Y. Lecourtier and L. Heutte and T. Paquet},
TITLE = {Non-cost-sensitive {SVM} training using Multiple Model Selection},
JOURNAL = {Journal of {C}ircuits, {S}ystems and {C}omputers},
YEAR = {2010},
VOLUME={19},
NUMBER={1},
PAGES = {231-242},
}

S. Thomas, C. Chatelain, L. Heutte, and T. Paquet, « Alpha-numerical sequences extraction in handwritten documents, » in International conference on frontiers in handwriting recognition (ICFHR), kolkata, india, 2010, pp. 232-237.
[Bibtex]

@InProceedings{Tho10b,
AUTHOR = {S. Thomas and C. Chatelain and L. Heutte and T. Paquet},
TITLE = {Alpha-numerical sequences extraction in handwritten documents},
BOOKTITLE = {International Conference on Frontiers in Handwriting Recognition {(ICFHR)}, Kolkata, India},
doi={10.1109/ICFHR.2010.44},
YEAR = {2010},
VOLUME={},
pages={232-237},
URL = {http://clement.chatelain.free.fr/publications/ICFHR2010Thomasim.pdf}
}

S. Thomas, C. Chatelain, L. Heutte, and T. Paquet, « An information extraction model for unconstrained handwritten documents, » in International conference on pattern recognition (ICPR), istanbul, turkey, 2010, p. 4.
[Bibtex]

@InProceedings{Tho10a,
AUTHOR = {S. Thomas and C. Chatelain and L. Heutte and T. Paquet},
TITLE = {An Information Extraction model for unconstrained handwritten documents},
BOOKTITLE = {International Conference on Pattern Recognition {(ICPR)}, Istanbul, Turkey},
YEAR = {2010},
VOLUME={},
PAGES = {4},
doi={10.1109/ICPR.2010.833},
URL = {http://clement.chatelain.free.fr/publications/ICPR10_thomas_chatelain_heutte_paquet.pdf}
}

2009

B. Labbe, R. Herault, and C. Chatelain, « Learning deep neural networks for high dimensional output problems, » in Ieee international conference on machine learning and applications (ICMLA), Miami, USA, 2009, pp. 63-68.
[Bibtex]

@InProceedings{Lab09,
AUTHOR = {B. Labbe and R. Herault and C. Chatelain},
TITLE = {Learning Deep Neural Networks for High Dimensional Output Problems},
BOOKTITLE = {IEEE International Conference on Machine Learning and Applications {(ICMLA)}, {M}iami, {USA}},
YEAR = {2009},
doi={10.1109/ICMLA.2009.48},
VOLUME={},
pages={63-68},
URL = {http://hal.archives-ouvertes.fr/docs/00/43/87/14/PDF/icmla09.pdf}
}

2008

C. Chatelain, L. Heutte, and T. Paquet, « Recognition-based vs syntax-directed models for numerical field extraction in handwritten documents, » in International conference on frontiers in handwriting recognition (ICFHR), montreal, canada, 2008, pp. 159-164.
[Bibtex]

@InProceedings{Cha08a,
AUTHOR = {C. Chatelain and L. Heutte and T. Paquet},
TITLE = {Recognition-based vs syntax-directed models for numerical field extraction in handwritten documents},
BOOKTITLE = {International Conference on Frontiers in Handwriting Recognition {(ICFHR)}, Montreal, Canada},
YEAR = {2008},
VOLUME={},
PAGES = {159-164},
url={http://www.iapr-tc11.org/archive/icfhr2008/Proceedings/papers/cr1045.pdf},
}

2007

C. Chatelain, S. Adam, Y. Lecourtier, L. Heutte, and T. Paquet, « Multi-objective optimization for SVM model selection, » in ICDAR, curitiba, brazil, 2007, pp. 427-431.
[Bibtex]

@InProceedings{Cha07,
AUTHOR = {C. Chatelain and S. Adam and Y. Lecourtier and L. Heutte and T. Paquet},
TITLE = {Multi-Objective Optimization for {SVM} Model Selection},
BOOKTITLE = {{ICDAR}, Curitiba, Brazil},
YEAR = {2007},
VOLUME={1},
PAGES = {427-431},
doi={10.1109/ICDAR.2007.4378745},
URL = {http://clement.chatelain.free.fr/publications/icdar07_chatelain.pdf}
}

E. Barbu, C. Chatelain, S. Adam, P. Heroux, and E. Trupin, « A simple one class classifier with rejection strategy: application to symbol classification, » in Seventh iapr international workshop on graphics recognition – GREC 2007, curitiba, brazil, 2007.
[Bibtex]

@InProceedings{Bar07,
AUTHOR = {E. Barbu and C. Chatelain and S. Adam and P. Heroux and E. Trupin},
TITLE = {A simple one class classifier with rejection strategy: application to symbol classification},
BOOKTITLE = {Seventh IAPR International Workshop on Graphics Recognition - {GREC} 2007, Curitiba, Brazil},
YEAR = {2007},
URL = {http://www.buyans.com/POL/UploadedFile/107_4829.pdf}
}

2006

C. Chatelain, G. Koch, L. Heutte, and T. Paquet, « Une methode dirigee par la syntaxe pour l’extraction de champs numeriques dans les courriers entrants, » Traitement du Signal, vol. 23, iss. 2, pp. 179-198, 2006.
[Bibtex]

@ARTICLE{Cha06d,
AUTHOR = {C. Chatelain and G. Koch and L. Heutte and T. Paquet},
TITLE = {Une methode dirigee par la syntaxe pour l'extraction de champs numeriques dans les courriers entrants},
JOURNAL = {Traitement du {S}ignal},
YEAR = {2006},
VOLUME = {23},
NUMBER={2},
PAGES = {179-198},
URL = {http://clement.chatelain.free.fr/publications/ts06_chatelain.pdf}
}

C. Chatelain, L. Heutte, and T. Paquet, « Discrimination between digits and outliers in handwritten documents applied to the extraction of numerical fields, » in International workshop on frontiers in handwriting recognition (IWFHR), la baule, france, 2006, p. 475–480.
[Bibtex]

@InProceedings{Cha06g,
AUTHOR = {C. Chatelain and L. Heutte and T. Paquet},
TITLE = {Discrimination between digits and outliers in handwritten documents applied to the extraction of numerical fields},
BOOKTITLE = {International Workshop on Frontiers in Handwriting Recognition {(IWFHR)}, La Baule, France},
YEAR = {2006},
PAGES = {475--480},
URL = {http://hal.inria.fr/docs/00/10/36/96/PDF/cr1004245762281.pdf}
}

C. Chatelain, L. Heutte, and T. Paquet, « A two-stage outlier rejection strategy for numerical field extraction in handwritten documents, » in International conference on pattern recognition (ICPR), hong kong, china, 2006, pp. 224-227.
[Bibtex]

@InProceedings{Cha06e,
AUTHOR = {C. Chatelain and L. Heutte and T. Paquet},
TITLE = {A two-stage outlier rejection strategy for numerical field extraction in handwritten documents},
BOOKTITLE = {International Conference on Pattern Recognition {(ICPR)}, Hong Kong, China},
YEAR = {2006},
VOLUME = {3},
PAGES = {224-227},
doi={10.1109/ICPR.2006.190},
URL = {http://clement.chatelain.free.fr/publications/icpr06_chatelain.pdf}
}

C. Chatelain, L. Heutte, and T. Paquet, « Segmentation-driven recognition applied to numerical field extraction from handwritten incoming mail documents, » in Document analysis system, nelson, new zealand, LNCS 3872, springer, 2006, p. 564–575.
[Bibtex]

@InProceedings{Cha06c,
AUTHOR = {C. Chatelain and L. Heutte and T. Paquet},
TITLE = {Segmentation-driven recognition applied to numerical field extraction from handwritten incoming mail documents},
BOOKTITLE = {Document Analysis System, Nelson, New Zealand, {LNCS} 3872, Springer},
URL = {http://clement.chatelain.free.fr/publications/das06_chatelain.pdf},
doi = {10.1007/11669487_50},
YEAR = {2006},
PAGES = {564--575}
}

C. Chatelain, « Extraction de sequences numeriques dans des documents manuscrits quelconques, » PhD Thesis, 2006.
[Bibtex]

@PhdThesis{Cha06h,
AUTHOR = {C. Chatelain},
TITLE = {Extraction de sequences numeriques dans des documents manuscrits quelconques},
MONTH= {december},
YEAR = {2006},
PAGES = {196p},
URL = {http://clement.chatelain.free.fr/these/these_complete.pdf}
}

2004

C. Chatelain, L. Heutte, and T. Paquet, « A syntax-directed method for numerical field extraction using classifier combination, » in International workshop on frontiers in handwriting recognition (IWFHR), tokyo, japan, 2004, p. 93–98.
[Bibtex]

@InProceedings{Cha04,
AUTHOR = {C. Chatelain and L. Heutte and T. Paquet},
TITLE = {A syntax-directed method for numerical field extraction using classifier combination},
BOOKTITLE = {International Workshop on Frontiers in Handwriting Recognition {(IWFHR)}, Tokyo, Japan},
YEAR = {2004},
PAGES = {93--98},
doi={10.1109/IWFHR.2004.11},
URL = {http://clement.chatelain.free.fr/publications/iwfhr04_chatelain.pdf},
}

___________________________________________________________

French comunications :

2024

L. Yang, C. Chatelain, and S. Adam, « DspGNN : Une Approche Spectrale de Réseau de Neurones sur Graphes Dynamiques pour la régression des arêtes dans des Réseaux de Transactions, » in EGC, 2024.
[Bibtex]

@InProceedings{Yan23egc,
TITLE = {{DspGNN : Une Approche Spectrale de Réseau de Neurones sur Graphes Dynamiques pour la régression des arêtes dans des Réseaux de Transactions}},
AUTHOR = {L. Yang and C. Chatelain and S. Adam},
booktitle = {{EGC}},
YEAR = {2024},
}

2016

B. Stuner, C. Chatelain, and T. Paquet, « Cascade de réseaux blstm vérifiée par le lexique pour la reconnaissance d’écriture, » in Rfia, clermont-ferrand, france, 2016.
[Bibtex]

@InProceedings{Stu16rfia,
AUTHOR = {B. Stuner and C. Chatelain and T. Paquet},
TITLE = {Cascade de réseaux BLSTM vérifiée par le lexique pour la reconnaissance d’écriture},
BOOKTITLE = {RFIA, Clermont-Ferrand, France},
YEAR = {2016},
}

S. Belharbi, R. C. Chatelain, and S. and Adam, « Pondération dynamique dans un cadre multi-tâche pour réseaux de neurones profonds, » in Rfia, clermont-ferrand, france, 2016.
[Bibtex]

@InProceedings{Bel16rfia,
AUTHOR = {S. Belharbi and R.Herault C. Chatelain and and S. Adam},
TITLE = {Pondération dynamique dans un cadre multi-tâche pour réseaux de neurones profonds},
BOOKTITLE = {RFIA, Clermont-Ferrand, France},
YEAR = {2016},
}

2015

S. Belharbi, C. Chatelain, R.Herault, and S. Adam, « A unified neural based model for structured output problems, » in Conférence d’apprentissage (cap), lille, france, 2015.
[Bibtex]

@InProceedings{Bel15cap,
AUTHOR = {S. Belharbi and C. Chatelain and R.Herault and S. Adam},
TITLE = {A Unified Neural Based Model for Structured Output Problems},
BOOKTITLE = {Conférence d'apprentissage (CAP), Lille, France},
YEAR = {2015},
}

2014

S. Bernard, C. Chatelain, S. Adam, and R. Sabourin, « Apprentissage multiclasse en environnement incertain, » in Societe francophone de classification, rabat, maroc, 2014.
[Bibtex]

@InProceedings{Ber14,
AUTHOR = {S. Bernard and C. Chatelain and S. Adam and R. Sabourin},
TITLE = {Apprentissage multiclasse en environnement incertain},
BOOKTITLE = {Societe Francophone de Classification, Rabat, Maroc},
YEAR = {2014},
}

P. Barlas, C. Chatelain, S. Adam, and T. Paquet, « Détection et segmentation des blocs de texte manuscrits et imprimés dans des documents complexes, » in Cifed, nancy, france, 2014.
[Bibtex]

@InProceedings{Bar14a,
AUTHOR = {P. Barlas and C. Chatelain and S. Adam and T. Paquet},
TITLE = {Détection et segmentation des blocs de texte manuscrits et imprimés dans des documents complexes},
BOOKTITLE = {CIFED, Nancy, France},
YEAR = {2014},
URL = {http://clement.chatelain.free.fr/publications/CIFED_module1.pdf},
}

T. Kasar, P. Barlas, S. Adam, C. Chatelain, and T. Paquet, « Détection de tableaux dans des documents complexes, » in Cifed, nancy, france, 2014.
[Bibtex]

@InProceedings{Kas14,
AUTHOR = {T. Kasar and P. Barlas and S. Adam and C. Chatelain and T. Paquet },
TITLE = {Détection de tableaux dans des documents complexes},
BOOKTITLE = {CIFED, Nancy, France},
YEAR = {2014},
}

2012

S. Thomas, C. Chatelain, L. Heutte, and T. Paquet, « Combinaison architecture profonde/hmm pour l’extraction de sequences dans des documents manuscrits, » in Cifed, bordeaux, france, 2012.
[Bibtex]

@InProceedings{Tho12,
AUTHOR = {S. Thomas and C. Chatelain and L. Heutte and T. Paquet},
TITLE = {Combinaison architecture profonde/HMM pour l'extraction de sequences dans des documents manuscrits},
BOOKTITLE = {CIFED, Bordeaux, France},
URL = {http://clement.chatelain.free.fr/publications/cifed2012.pdf},
YEAR = {2012},
}

2010

S. Thomas, C. Chatelain, L. Heutte, and T. Paquet, « Un systeme generique d’extraction d’information dans des documents manuscrits non-contraints, » in Cifed, sousse, tunisia, 2010.
[Bibtex]

@InProceedings{Tho10,
AUTHOR = {S. Thomas and C. Chatelain and L. Heutte and T. Paquet},
TITLE = {Un systeme generique d'extraction d'information dans des documents manuscrits non-contraints},
BOOKTITLE = {CIFED, Sousse, Tunisia},
YEAR = {2010},
}

2008

C. Chatelain, S. Adam, Y. Lecourtier, L. Heutte, T. Paquet, and Y.Oufella, « Optimisation multi-objectif pour la selection de modeles svm, » in Rfia, amiens, france, 2008.
[Bibtex]

@InProceedings{Cha08,
AUTHOR = {C. Chatelain and S. Adam and Y. Lecourtier and L. Heutte and T. Paquet and Y.Oufella},
TITLE = {Optimisation multi-objectif pour la selection de modeles SVM},
BOOKTITLE = {RFIA, Amiens, France},
YEAR = {2008},
URL = {http://clement.chatelain.free.fr/publications/rfia08_chatelain.pdf}
}

2007

C. Chatelain, L. Heutte, and T. Paquet, « Deux strategies pour l’extraction automatique de champs numeriques dans des documents manuscrits, » in 3emes rencontres inter-associations (ria’s2007), 2007.
[Bibtex]

@InProceedings{Cha07a,
AUTHOR = {C. Chatelain and L. Heutte and T. Paquet},
TITLE = {Deux strategies pour l'extraction automatique de champs numeriques dans des documents manuscrits},
BOOKTITLE = {3emes Rencontres Inter-Associations (RIA's2007)},
YEAR = {2007},
URL = {http://www.irit.fr/RIA07/RIAS2007/rias2007_chatelain.pdf}
}

2006

C. Chatelain, L. Heutte, and T. Paquet, « Discrimination chiffre/rejet pour l’extraction de champs numeriques dans des documents manuscrits, » in Cifed, fribourg, suisse, 2006, p. 55–60.
[Bibtex]

@InProceedings{Cha06f,
AUTHOR = {C. Chatelain and L. Heutte and T. Paquet},
TITLE = {Discrimination chiffre/rejet pour l'extraction de champs numeriques dans des documents manuscrits},
BOOKTITLE = {CIFED, Fribourg, Suisse},
YEAR = {2006},
PAGES = {55--60},
URL = {http://hal.archives-ouvertes.fr/docs/00/11/39/91/PDF/cifed2006.pdf}
}

C. Chatelain, L. Heutte, and T. Paquet, « Une methode d’extraction automatique de champs numeriques dans des documents manuscrits, » in Egc, lille, france, 2006, p. 23–34.
[Bibtex]

@InProceedings{Cha06b,
AUTHOR = {C. Chatelain and L. Heutte and T. Paquet},
TITLE = {Une methode d'extraction automatique de champs numeriques dans des documents manuscrits},
BOOKTITLE = {EGC, Lille, France},
YEAR = {2006},
PAGES = {23--34},
VOLUME = {1}
}

C. Chatelain, L. Heutte, and T. Paquet, « Reconnaissance de champs numeriques dans des documents manuscrits libres, » in Rfia, tours, france, 2006, p. 45–63 (Actes sur CDROM).
[Bibtex]

@InProceedings{Cha06a,
AUTHOR = {C. Chatelain and L. Heutte and T. Paquet},
TITLE = {Reconnaissance de champs numeriques dans des documents manuscrits libres},
BOOKTITLE = {RFIA, Tours, France},
YEAR = {2006},
URL = {http://www.afrif.asso.fr/archive/rfia2006/pdf/114.pdf},
PAGES = {45--63 (Actes sur CDROM)}
}

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