Publications

International journals and conferences

2026

1. A.Duché, C. Chatelain, G.Gasso. RGB is not what you need for fast object detection in videos streams. IJCNN. 2026.
   
   BibTeX

   @InProceedings{Duc26a,
     AUTHOR = {A.Duché and C. Chatelain and G.Gasso},
     TITLE = {RGB is not what you need for fast object detection in videos streams},
     booktitle = {{IJCNN}},
     YEAR = {2026},
   }

2. A.Duché, C. Chatelain, G.Gasso. See Without Decoding: Motion-Vector-Based Tracking in Compressed Video. ESANN. 2026. [DOI]
   
   BibTeX

   @InProceedings{Duc26,
     AUTHOR = {A.Duché and C. Chatelain and G.Gasso},
     TITLE = {See Without Decoding: Motion-Vector-Based Tracking in Compressed Video},
     booktitle = {{ESANN}},
     doi={https://doi.org/10.48550/arXiv.2602.00153},
     YEAR = {2026},
   }

3. D. Jain, ‪R. Modzelewski, R. Herault, C. Chatelain, E. Torfeh, S. Thureau. Differential-UMamba: Rethinking tumor segmentation under limited data scenarios. Biomedical Signal Processing and Control. 2026. [DOI]
   
   BibTeX

   @article{Jai26,
     AUTHOR = {D. Jain and ‪R. Modzelewski and R. Herault and C. Chatelain and E. Torfeh and S. Thureau},
     TITLE = {{Differential-UMamba: Rethinking tumor segmentation under limited data scenarios}},
     journal = {{ Biomedical Signal Processing and Control }},
     doi={10.1016/j.bspc.2026.110163},
     YEAR = {2026},
   }

2025

1. T. Mayet, P. Shamsolmoali, S. Bernard, E. Granger, R. Herault, C. Chatelain. TD-Paint: Faster Diffusion Inpainting Through Time-aware Pixel Conditioning. ICLR. 2025. [DOI]
   
   BibTeX

   @InProceedings{May25iclr,
     AUTHOR = {T. Mayet and P. Shamsolmoali and S. Bernard and E. Granger and R. Herault and C. Chatelain},
     TITLE = {{TD-Paint: Faster Diffusion Inpainting Through Time-aware Pixel Conditioning}},
     booktitle = {{ICLR}},
     doi="10.48550/arXiv.2410.09306",
     YEAR = {2025},
   }

2. T. Mayet, S. Bernard, R. Herault, C. Chatelain. Multiple Noises in Diffusion Model for Semi-Supervised Multi-Domain Translation. Transactions on Machine Learning Research (TMLR). 2025. [URL]
   
   BibTeX

   @article{May25tmlr,
     AUTHOR = {T. Mayet and S. Bernard and R. Herault and C. Chatelain},
     TITLE = {Multiple Noises in Diffusion Model for Semi-Supervised Multi-Domain Translation},
     journal = {{Transactions on Machine Learning Research (TMLR)}},
     url={https://openreview.net/forum?id=vYdT26kDYM},
     issn={2835-8856},
     YEAR = {2025},
   }

3. T.Simon, W.Mocaer, P.Tranouez, C. Chatelain, T.Paquet. Classifying the Unknown: In-Context Learning for Open-Vocabulary Text and Symbol Recognition. ICDAR. 2025. [DOI]
   
   BibTeX

   @InProceedings{Sim25,
     AUTHOR = {T.Simon and W.Mocaer and P.Tranouez and C. Chatelain and T.Paquet},
     TITLE = {Classifying the Unknown: In-Context Learning for Open-Vocabulary Text and Symbol Recognition},
     booktitle = {{ICDAR}},
     doi={https://doi.org/10.1007/978-3-032-04627-7_13},
     YEAR = {2025},
   }

2024

1. A.P. Couteaud, G. Del Mondo, B. Gauzere, F. Hautefeuille, C. Chatelain. Towards Spatio Temporal Graph Representations for Historical Spatial Data. Conference on Spatial Information Theory (COSIT). 2024. [DOI]
   
   BibTeX

   @InProceedings{Cou24,
     AUTHOR = {A.P. Couteaud and G. Del Mondo and B. Gauzere and F. Hautefeuille and C. Chatelain},
     TITLE = {{Towards Spatio Temporal Graph Representations for Historical Spatial Data}},
     booktitle = {{Conference on Spatial Information Theory (COSIT)}},
     doi = {https://doi.org/10.5281/zenodo.14713998},
     YEAR = {2024},
   }

2. B. Deguerre, C. Chatelain, G. Gasso. End-to-end traffic flow rate estimation from MPEG4 part-2 compressed video streams. IEEE Transaction on Intelligent Transportation Systems. 2024. [DOI]
   
   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}},
     doi={10.1109/TITS.2024.3367414},
     YEAR = {2024},
   }

3. L. Yang, C. Chatelain, S. Adam. Dynamic Graph Representation Learning with Neural Networks: A Survey. IEEE Access. vol. 12, pp. 43460-43484, 2024. [DOI]
   
   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},
   }

4. L. Yang, C. Chatelain, S. Adam. Inductive Anomaly Detection in Dynamic Graphs with Accumulative Causal Walk Alignment. Machine Learning on Graph @ ECML. 2024.
   
   BibTeX

   @InProceedings{Yan24b,
     AUTHOR = {L. Yang and C. Chatelain and S. Adam},
     TITLE = {Inductive Anomaly Detection in Dynamic Graphs with Accumulative Causal Walk Alignment},
     booktitle = {{Machine Learning on Graph @ ECML}},
     YEAR = {2024},
   }

5. U. Malik, S. Bernard, A. Pauchet, C. Chatelain, R. Picot-Clemente, J. Cortinovis. Pseudo-labeling with Large Language Models for Multi-label Emotion Classification of French Tweets. IEEE Access. vol. 12, pp. 15902-15916, 2024. [DOI]
   
   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},
   }

6. Y. Karmim, L. Yang, R. Fournier, N. Thome, C. Chatelain, S. Adam. Temporal receptive field in dynamic graph learning: A comprehensive analysis. Machine Learning on Graph @ ECML. 2024.
   
   BibTeX

   @InProceedings{Kar24,
     AUTHOR = {Y. Karmim and L. Yang and R. Fournier and N. Thome and C. Chatelain and S. Adam},
     TITLE = {Temporal receptive field in dynamic graph learning: A comprehensive analysis},
     booktitle = {{Machine Learning on Graph @ ECML}},
     YEAR = {2024},
   }

2023

1. D.Coquenet, C. Chatelain, T.Paquet. DAN: a Segmentation-free Document Attention Network for Handwritten Document Recognition. IEEE Transactions on Pattern Analysis & Machine Intelligence. vol. 45, no. 07, pp. 8227-8243, 2023. [DOI]
   
   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},
     }

2. D.Coquenet, C. Chatelain, T.Paquet. End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network. IEEE Transactions on Pattern Analysis & Machine Intelligence. vol. 45, no. 1, pp. 508-524, 2023. [DOI]
   
   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},
     }

3. D.Coquenet, C. Chatelain, T.Paquet. Faster DAN: Multi-target Queries with Document Positional Encoding for End-to-end Handwritten Document Recognition. ICDAR. pp. 182–199, 2023. [DOI]
   
   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},
   }

4. L. Yang, C. Chatelain, S. Adam. DspGNN: Bringing Spectral Design to Discrete Time Dynamic Graph Neural Networks for Edge Regression. 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},
   }

5. T. Mayet, S. Bernard, C. Chatelain, R. Herault. Domain Translation via Latent Space Mapping. IJCNN. 2023. [DOI]
   
   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

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

1. D.Coquenet, C. Chatelain, T.Paquet. Handwritten text recognition: from isolated text lines to whole documents. 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},
   }

2. D.Coquenet, C. Chatelain, T.Paquet. SPAN: a Simple Predict & Align Network for Handwritten Paragraph Recognition. ICDAR. 2021. [DOI]
   
   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

1. B. Deguerre, C. Chatelain, G. Gasso. Object Detection in the DCT Domain: is Luminance the Solution?. ICPR. pp. 2627-2634, 2020. [DOI]
   
   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},
   }

2. B. Stuner, C. Chatelain, T.Paquet. Handwriting recognition using Cohort of LSTM and lexicon verification with extremely large lexicon. Multimedia Tools and Applications. vol. 79, pp. 34407–34427, 2020. [DOI]
   
   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},
   }

3. D.Coquenet, C. Chatelain, T.Paquet. Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network. ICFHR. pp. 19-24, 2020. [DOI]
   
   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},
   }

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

2019

1. A. Amyar, S. Ruan, I. Gardin, C. Chatelain, P. Decazes, 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, no. 2, pp. 225-231, 2019. [DOI]
   
   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}, 
   }

2. B. Deguerre, C. Chatelain, G. Gasso. Fast object detection in compressed JPEG Images. IEEE Intelligent Transportation Systems Conference (ITSC). pp. 333-338, 2019. [DOI]
   
   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},
   }

3. C. Chatelain. Contributions à l'apprentissage profond, applications à la reconnaissance d'écriture manuscrite. pp. 111p, 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},
   }

4. D. Pop, A. Rogozan, C. Chatelain, F. Nashashibi, A. Bensrhair. Multi-task Deep Learning for Pedestrian Detection, Action Recognition and Time to Crossing Prediction. IEEE Access. vol. 7, pp. 149318–149327, 2019. [DOI]
   
   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},
   }

5. D.Coquenet, Y. Soullard, C. Chatelain, T.Paquet. Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ?. Machine Learning workshop@ICDAR. pp. 65-70, 2019. [DOI]
   
   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},
   }

6. Y. Soullard, W. Swaileh, P. Tranouez, T. Paquet, C. Chatelain. Improving text recognition using optical and language model writer adaptation. ICDAR. pp. 1175-1180, 2019. [DOI]
   
   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},
   }

2018

1. A. Amyar, S. Ruan, I. Gardin, R. Herault, C. Chatelain, P. Decazes, R. Modzelewski. Radiomics-net: Convolutional Neural Networks on FDG PET Images for predicting cancer treatment response. Journal of Nuclear Medicine. vol. 59, pp. 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},
   }

2. G. Renton, Y. Soullard, C. Chatelain, S. Adam, C. Kermorvant, T. Paquet. Fully Convolutional Network with dilated convolutions for Handwritten text line segmentation. International Journal on Document Analysis and Recognition (IJDAR). vol. 21, no. 3, pp. 177-186, 2018. [DOI]
   
   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},
   }

3. M.Martineau, R.Raveaux, C. Chatelain, D.Conte, G.Venturini. Effective Training of Convolutional Neural Networks for Insect Image Recognition. Advanced Concepts for Intelligent Vision Systems. pp. 426–437, 2018. [DOI]
   
   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",
   }

4. R. Modzelewski, C. Chatelain, R. Herault, F. Jardin, S. Thureau, P. Vera. BodyComp.ai : Toward automatic L3 computed tomography bodycomposition quantification in clinical practice?. 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 = {{BodyComp.ai : Toward automatic L3 computed tomography bodycomposition quantification in clinical practice?}},
     BOOKTITLE = {{International Conference on Frailty and Sarcopenia Research (ICFSR)}},
     ADDRESS = {},
     YEAR = {2018},
   }

5. S. Belharbi, R.Hérault, C. Chatelain, S. Adam. Deep Neural Networks Regularization for Structured Output Prediction. Neurocomputing. vol. 281, pp. 169-177, 2018. [DOI]
   
   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},
   }

2017

1. B. Stuner, C. Chatelain, T. Paquet. Self-Training of BLSTM with Lexicon Verification For Handwriting Recognition. ICDAR. 2017. [DOI]
   
   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},
   }

2. G. Renton, C. Chatelain, S. Adam, C. Kermorvant, T. Paquet. Handwritten text line segmentation using Fully Convolutional Network. Machine Learning workshop@ICDAR. 2017. [DOI]
   
   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},
   }

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

4. S. Belharbi, C. Chatelain, R. Hérault, S. Adam, S. Thureau, M. Chastan, 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. [DOI]
   
   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},
   }

2016

1. B. Stuner, C. Chatelain, T.Paquet. A Lexicon Verification Strategy in a BLSTM Cascade Framework. International Conference on Frontiers in Handwriting Recognition (ICFHR). pp. 234–239, 2016. [DOI]
   
   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},
   }

2. B. Stuner, C. Chatelain, T.Paquet. Cascading BLSTM networks for handwritten word recognition. International Conference on Pattern Recognition (ICPR). pp. 3416–3421, 2016. [DOI]
   
   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},
   }

3. P. Barlas, D. Hebert, C. Chatelain, S. Adam, T. Paquet. Language identification in document images. Journal of Imaging Science and Technology. vol. 60, no. 1, pp. 10407_1-10407_16, 2016. [DOI]
   
   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",
   }

4. P. Barlas, D. Hebert, C. Chatelain, S. Adam, T. Paquet. Language Identification in Document Images. Document Recognition and Retrieval XXIII. pp. 1–16, 2016. [DOI]
   
   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},
   }

5. S. Belharbi, R.Hérault, C. Chatelain, S. Adam. Deep multi-task learning with evolving weights. European Symposium on Artificial Neural Networks (ESANN). 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},
   }

6. S. Bernard, C. Chatelain, S. Adam, R. Sabourin. The Multiclass ROC Front method for cost-sensitive classification. Pattern Recognition. vol. 52, pp. 46 – 60, 2016. [DOI]
   
   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",
   }

2015

1. Bideault, Gautier, Mioulet, Luc, Chatelain, Cl\'ement, Paquet, Thierry. Using BLSTM for Spotting Regular Expressions in Handwritten Documents. Pattern Recognition: Applications and Methods: 4th International Conference, ICPRAM 2015, Lisbon, Portugal, January 10-12, 2015, Revised Selected Papers. pp. 143–157, 2015. [DOI]
   
   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"
   }

2. G. Bideault, L. Mioulet, C. Chatelain, T. Paquet. A Hybrid BLSTM-HMM for spotting Regular Expressions. ICPRAM. pp. 5-12, 2015. [URL]
   
   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},
   }

3. G. Bideault, L. Mioulet, C. Chatelain, T. Paquet. Benchmarking discriminative approaches for word spotting in handwritten documents. ICDAR. pp. 201-205, 2015. [DOI]
   
   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},
   }

4. G. Bideault, L. Mioulet, C. Chatelain, T. Paquet. Spotting handwritten words and REGEX using a two stage BLSTM-HMM architecture. Proc. SPIE. vol. 9402, pp. 94020G-94020G-11, 2015. [DOI]
   
   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},
   }

5. J. Lerouge, R. Herault, C. Chatelain, F. Jardin, R. Modzelewski. IODA: An Input Output Deep Architecture for image labeling. Pattern Recognition. vol. 48, no. 9, pp. 2847–2858, 2015. [DOI]
   
   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},
   }

6. L. Mioulet, G. Bideault, C. Chatelain, T. Paquet. BLSTM-CTC Combination Strategies for Off-line Handwriting Recognition. ICPRAM. pp. 173-180, 2015. [DOI]
   
   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},
   }

7. L. Mioulet, G. Bideault, C. Chatelain, T. Paquet. Exploring multiple feature combination strategies with a recurrent neural network architecture for off-line handwriting recognition. Document Recognition and Retrieval. pp. 94020F, 2015. [DOI]
   
   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},
   }

8. L. Mioulet, U. Garain, C. Chatelain, T. Paquet, P. Barlas. Language Identification from Handwritten Documents. ICDAR. pp. 676-680, 2015. [DOI]
   
   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},
   }

9. S. Belgacem, C.Chatelain, T.Paquet. A Hybrid CRF/HMM for One-Shot Gesture Learning. Adaptive Biometric Systems. pp. 51-72, 2015. [DOI]
   
   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},
   }

10. S. Belharbi, C. Chatelain, R.Herault, S. Adam. Learning Structured Output Dependencies Using Deep Neural Networks. Deep Learning Workshop, ICML. 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},
    }

11. S. Thomas, C. Chatelain, L. Heutte, T. Paquet, Y. Kessentini. A Deep HMM model for multiple keywords spotting in handwritten documents. Pattern Analysis and Applications. vol. 18, no. 4, pp. 1003-1015, 2015. [DOI]
    
    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},
    }

12. U. Garain, L. Mioulet, B. Chaudhuri, C. Chatelain, T. Paquet. Unconstrained Bengali Handwriting Recognition with Recurrent Models. ICDAR. pp. 1056-1060, 2015. [DOI]
    
    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},
    }

2014

1. D. Hébert, P. Barlas, C. Chatelain, S. Adam, T. Paquet. Writing type and language identification in heterogeneous and complex documents. International Conference on Frontiers in Handwriting Recognition (ICFHR), Crete, Greece. pp. 411-416, 2014. [DOI]
   
   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},
   }

2. G. Bideault, L. Mioulet, C. Chatelain, T. Paquet. A hybrid CRF/HMM approach for handwriting recognition. International Conference on Image Analysis and Recognition (ICIAR), Vilamoura, Portugal. vol. 1, pp. 403-410, 2014. [DOI]
   
   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},
   }

3. P. Barlas, S. Adam, C. Chatelain, T. Paquet. A typed and handwritten text block segmentation system for heterogeneous and complex documents. Document Analysis Systems, Tours, France. pp. 46-50, 2014. [DOI]
   
   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

1. S. Thomas, C. Chatelain, L. Heutte, T. Paquet. Un modèle neuro markovien profond pour l'extraction de séquences dans des documents manuscrits. Documents Numériques. vol. 16, no. 2, pp. 49-69, 2013. [DOI]
   
   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},
   }

2. T. Kasar, P. Barlas, S. Adam, C. Chatelain, T. Paquet. Learning to Detect Tables in Scanned Document Images using Line Information. ICDAR, Washington DC, USA. pp. 1185-1189, 2013. [DOI]
   
   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}
   }

3. Y. Kessentini, C. Chatelain, T. Paquet. Word Spotting and Regular Expression Detection in Handwritten Documents. ICDAR, Washington DC, USA. pp. 516-520, 2013. [DOI]
   
   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

1. S. Belgacem, C. Chatelain, A. Ben-Hamadou, T. Paquet. Hand Tracking using Optical-Flow embedded Particle Filter in sign language scenes. Computer Vision and Graphics. vol. 7594, pp. 288-295, 2012. [DOI]
   
   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}
   }

2. T. Paquet, L. Heutte, G. Koch, C. Chatelain. A Categorization System for Handwritten Documents. International Journal on Document Analysis and Recognition (IJDAR). vol. 15, no. 4, pp. 315-330, 2012. [DOI]
   
   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},
   }

2010

1. C. Chatelain, S. Adam, Y. Lecourtier, L. Heutte, T. Paquet. A multi-model selection framework for unknown and/or evolutive misclassification cost problems. Pattern Recognition. vol. 43, no. 3, pp. 815-823, 2010. [DOI]
   
   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}
   }

2. C. Chatelain, S. Adam, Y. Lecourtier, L. Heutte, T. Paquet. Non-cost-sensitive SVM training using Multiple Model Selection. Journal of Circuits, Systems and Computers. vol. 19, no. 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},
   }

3. S. Thomas, C. Chatelain, L. Heutte, T. Paquet. Alpha-numerical sequences extraction in handwritten documents. International Conference on Frontiers in Handwriting Recognition (ICFHR), Kolkata, India. pp. 232-237, 2010. [DOI]
   
   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}
   }

4. S. Thomas, C. Chatelain, L. Heutte, T. Paquet. An Information Extraction model for unconstrained handwritten documents. International Conference on Pattern Recognition (ICPR), Istanbul, Turkey. pp. 4, 2010. [DOI]
   
   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

1. B. Labbe, R. Herault, C. Chatelain. Learning Deep Neural Networks for High Dimensional Output Problems. IEEE International Conference on Machine Learning and Applications (ICMLA), Miami, USA. pp. 63-68, 2009. [DOI]
   
   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

1. C. Chatelain, L. Heutte, T. Paquet. Recognition-based vs syntax-directed models for numerical field extraction in handwritten documents. International Conference on Frontiers in Handwriting Recognition (ICFHR), Montreal, Canada. pp. 159-164, 2008. [URL]
   
   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

1. C. Chatelain, S. Adam, Y. Lecourtier, L. Heutte, T. Paquet. Multi-Objective Optimization for SVM Model Selection. ICDAR, Curitiba, Brazil. vol. 1, pp. 427-431, 2007. [DOI]
   
   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}
   }

2. E. Barbu, C. Chatelain, S. Adam, P. Heroux, E. Trupin. A simple one class classifier with rejection strategy: application to symbol classification. Seventh IAPR International Workshop on Graphics Recognition – GREC 2007, Curitiba, Brazil. 2007. [URL]
   
   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

1. C. Chatelain. Extraction de sequences numeriques dans des documents manuscrits quelconques. pp. 196p, 2006. [URL]
   
   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}
   }

2. C. Chatelain, G. Koch, L. Heutte, T. Paquet. Une methode dirigee par la syntaxe pour l'extraction de champs numeriques dans les courriers entrants. Traitement du Signal. vol. 23, no. 2, pp. 179-198, 2006. [URL]
   
   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}
   }

3. C. Chatelain, L. Heutte, T. Paquet. A two-stage outlier rejection strategy for numerical field extraction in handwritten documents. International Conference on Pattern Recognition (ICPR), Hong Kong, China. vol. 3, pp. 224-227, 2006. [DOI]
   
   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}
   }

4. C. Chatelain, L. Heutte, T. Paquet. Discrimination between digits and outliers in handwritten documents applied to the extraction of numerical fields. International Workshop on Frontiers in Handwriting Recognition (IWFHR), La Baule, France. pp. 475–480, 2006. [URL]
   
   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}
   }

5. C. Chatelain, L. Heutte, T. Paquet. Segmentation-driven recognition applied to numerical field extraction from handwritten incoming mail documents. Document Analysis System, Nelson, New Zealand, LNCS 3872, Springer. pp. 564–575, 2006. [DOI]
   
   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}
   }

2004

1. C. Chatelain, L. Heutte, T. Paquet. A syntax-directed method for numerical field extraction using classifier combination. International Workshop on Frontiers in Handwriting Recognition (IWFHR), Tokyo, Japan. pp. 93–98, 2004. [DOI]
   
   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},
     }