Publications - Sébastien Adam Home PageSébastien Adam Home Page

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2021

M. Balcilar, G. Renton, P. Héroux, B. Gaüzere, S. Adam, and P. Honeine, « Analyzing the expressive power of graph neural networks in a spectral perspective, » in Proceedings of the international conference on learning representations (iclr), 2021.
[Bibtex]

@inproceedings{balcilar2021analyzing,
title={Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective},
author={Balcilar, Muhammet and Renton, Guillaume and H{\'e}roux, Pierre and Ga{\"u}zere, Benoit and Adam, S{\'e}bastien and Honeine, Paul},
booktitle={Proceedings of the International Conference on Learning Representations (ICLR)},
year={2021}
}

2020

G. Hoffmann, M. Balcilar, V. Tognetti, P. Héroux, B. Gaüzère, S. Adam, and L. Joubert, « Predicting experimental electrophilicities from quantum and topological descriptors: A machine learning approach, » J. comput. chem., vol. 41, iss. 24, p. 2124–2136, 2020.
[Bibtex]

@article{DBLP:journals/jcc/HoffmannBTHGAJ20,
author = {Guillaume Hoffmann and
Muhammet Balcilar and
Vincent Tognetti and
Pierre H{\'{e}}roux and
Benoit Ga{\"{u}}z{\`{e}}re and
S{\'{e}}bastien Adam and
Laurent Joubert},
title = {Predicting experimental electrophilicities from quantum and topological
descriptors: {A} machine learning approach},
journal = {J. Comput. Chem.},
volume = {41},
number = {24},
pages = {2124--2136},
year = {2020},
url = {https://doi.org/10.1002/jcc.26376},
doi = {10.1002/jcc.26376},
timestamp = {Mon, 01 Feb 2021 07:41:02 +0100},
biburl = {https://dblp.org/rec/journals/jcc/HoffmannBTHGAJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}

M. Balcilar, G. Renton, P. Héroux, B. Gaüzère, S. Adam, and P. Honeine, « Spectral-designed depthwise separable graph neural networks, » in Proceedings of thirty-seventh international conference on machine learning (icml 2020)-workshop on graph representation learning and beyond (grl+ 2020), 2020.
[Bibtex]

@inproceedings{balcilar2020spectral,
title={Spectral-designed depthwise separable graph neural networks},
author={Balcilar, Muhammet and Renton, Guillaume and H{\'e}roux, Pierre and Ga{\"u}z{\`e}re, Benoit and Adam, S{\'e}bastien and Honeine, Paul},
booktitle={Proceedings of Thirty-seventh International Conference on Machine Learning (ICML 2020)-Workshop on Graph Representation Learning and Beyond (GRL+ 2020)},
year={2020}
}

M. Balcilar, G. Renton, P. Héroux, B. Gaüzère, S. Adam, and P. Honeine, « When spectral domain meets spatial domain in graph neural networks., » in Proceedings of thirty-seventh international conference on machine learning (icml 2020)-workshop on graph representation learning and beyond (grl+ 2020), 2020.
[Bibtex]

@inproceedings{balcilar2020spectral2,
title={When Spectral Domain Meets Spatial Domain in Graph Neural Networks.},
author={Balcilar, Muhammet and Renton, Guillaume and H{\'e}roux, Pierre and Ga{\"u}z{\`e}re, Benoit and Adam, S{\'e}bastien and Honeine, Paul},
booktitle={Proceedings of Thirty-seventh International Conference on Machine Learning (ICML 2020)-Workshop on Graph Representation Learning and Beyond (GRL+ 2020)},
year={2020}
}

W. Swaileh, T. Paquet, S. Adam, and A. R. Camacho, « A named entity extraction system for historical financial data, » in Document analysis systems – 14th IAPR international workshop, DAS 2020, wuhan, china, july 26-29, 2020, proceedings, 2020, p. 324–340.
[Bibtex]

@inproceedings{DBLP:conf/das/SwailehPAC20,
author = {Wassim Swaileh and
Thierry Paquet and
S{\'{e}}bastien Adam and
Andres Rojas Camacho},
editor = {Xiang Bai and
Dimosthenis Karatzas and
Daniel Lopresti},
title = {A Named Entity Extraction System for Historical Financial Data},
booktitle = {Document Analysis Systems - 14th {IAPR} International Workshop, {DAS}
2020, Wuhan, China, July 26-29, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12116},
pages = {324--340},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57058-3\_23},
doi = {10.1007/978-3-030-57058-3\_23},
timestamp = {Mon, 17 Aug 2020 16:55:09 +0200},
biburl = {https://dblp.org/rec/conf/das/SwailehPAC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}

2019

G. Renton, P. Héroux, B. Gaüzère, and S. Adam, « Graph neural network for symbol detection on document images, » in 13th IAPR international workshop on graphics recognition, grec@icdar 2019, sydney, australia, september 22-25, 2019, 2019, p. 62–67.
[Bibtex]

@inproceedings{DBLP:conf/icdar/RentonHGA19,
author = {Guillaume Renton and
Pierre H{\'{e}}roux and
Benoit Ga{\"{u}}z{\`{e}}re and
S{\'{e}}bastien Adam},
title = {Graph Neural Network for Symbol Detection on Document Images},
booktitle = {13th {IAPR} International Workshop on Graphics Recognition, GREC@ICDAR
2019, Sydney, Australia, September 22-25, 2019},
pages = {62--67},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDARW.2019.00016},
doi = {10.1109/ICDARW.2019.00016},
timestamp = {Wed, 13 Nov 2019 16:31:02 +0100},
biburl = {https://dblp.org/rec/conf/icdar/RentonHGA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}

2018

T. N. Le, M. M. Luqman, A. Dutta, P. HÃ©roux, C. Rigaud, C. GuÃ©rin, P. Foggia, J. Burie, J. Ogier, J. LladÃ³s, and S. Adam, « Ssgci: subgraph spotting in graph representations of comic book images, » Pattern recognition letters, 2018.
[Bibtex]

@article{LE2018,
title = "SSGCI: Subgraph Spotting in Graph Representations of Comic book Images",
journal = "Pattern Recognition Letters",
year = "2018",
issn = "0167-8655",
doi = "https://doi.org/10.1016/j.patrec.2018.06.017",
url = "http://www.sciencedirect.com/science/article/pii/S0167865518302629",
author = "Thanh Nam Le and Muhammad Muzzamil Luqman and Anjan Dutta and Pierre HÃ©roux and Christophe Rigaud and ClÃ©ment GuÃ©rin and Pasquale Foggia and Jean-Christophe Burie and Jean-Marc Ogier and Josep LladÃ³s and SÃ©bastien Adam",
keywords = "Attributed graph, Region adjacency graph, Graph matching, Graph isomorphism, Subgraph isomorphism, Subgraph spotting, Graph indexing, Graph retrieval, Query by example, Dataset and comic book images"
}

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, 2018.
[Bibtex]

@article{ijdar2018_fcn,
title = {Fully Convolutional Network with dilated convolutions for Handwritten text line segmentation},
author = {Guillaume Renton and Yann Soullard and ClÃƒÂ©ment Chatelain and SÃƒÂ©bastien Adam and Christopher Kermorvant and Thierry Paquet},
year = {2018},
date = {2018-01-01},
journal = { International Journal on Document Analysis and Recognition},
keywords = {},
pubstate = {published},
tppubtype = {article}
}

S. Belharbi, R. Hérault, C. Chatelain, and S. Adam, « Deep neural networks regularization for structured output prediction, » Neurocomputing, vol. 281, p. 169–177, 2018.
[Bibtex]

@article{DBLP:journals/ijon/BelharbiHCA18,
author = {Soufiane Belharbi and
Romain H{\'{e}}rault and
Cl{\'{e}}ment Chatelain and
S{\'{e}}bastien Adam},
title = {Deep neural networks regularization for structured output prediction},
journal = {Neurocomputing},
volume = {281},
pages = {169--177},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.12.002},
doi = {10.1016/j.neucom.2017.12.002},
timestamp = {Fri, 13 Apr 2018 13:40:25 +0200},
biburl = {https://dblp.org/rec/bib/journals/ijon/BelharbiHCA18},
bibsource = {dblp computer science bibliography, https://dblp.org}
}

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, p. 95–103, 2017.
[Bibtex]

@article{belharbi2017spotting,
title={Spotting L3 slice in CT scans using deep convolutional network and transfer learning},
author={Belharbi, Soufiane and Chatelain, Cl{\'e}ment and H{\'e}rault, Romain and Adam, S{\'e}bastien and Thureau, S{\'e}bastien and Chastan, Mathieu and Modzelewski, Romain},
journal={Computers in Biology and Medicine},
year={2017},
volume={87},
pages={95--103},
publisher={Pergamon}
}

J. Lerouge, Z. Abu-Aisheh, R. Raveaux, P. Héroux, and S. Adam, « New binary linear programming formulation to compute the graph edit distance, » Pattern recognition, vol. 72, p. 254–265, 2017.
[Bibtex]

@article{lerouge2017new,
title={New binary linear programming formulation to compute the graph edit distance},
author={Lerouge, Julien and Abu-Aisheh, Zeina and Raveaux, Romain and H{\'e}roux, Pierre and Adam, S{\'e}bastien},
journal={Pattern Recognition},
volume={72},
pages={254--265},
year={2017},
publisher={Pergamon}
}

Z. Abu-Aisheh, B. Gaüzere, S. Bougleux, J. Ramel, L. Brun, R. Raveaux, P. Héroux, and S. Adam, « Graph edit distance contest 2016: results and future challenges, » Pattern recognition letters, vol. 100, p. 96–103, 2017.
[Bibtex]

@article{abu2017graph,
title={Graph edit distance contest 2016: Results and future challenges},
author={Abu-Aisheh, Zeina and Ga{\"u}zere, Benoit and Bougleux, S{\'e}bastien and Ramel, Jean-Yves and Brun, Luc and Raveaux, Romain and H{\'e}roux, Pierre and Adam, S{\'e}bastien},
journal={Pattern Recognition Letters},
volume={100},
pages={96--103},
year={2017},
publisher={North-Holland}
}

G. Renton, C. Chatelain, S. Adam, C. Kermorvant, and T. Paquet, « Handwritten text line segmentation using fully convolutional network, » in First workshop of machine learning, 14th IAPR international conference on document analysis and recognition, wml@icdar 2017, kyoto, japan, november 9-15, 2017, 2017, p. 5–9.
[Bibtex]

@inproceedings{DBLP:conf/icdar/RentonCAKP17,
author = {Guillaume Renton and
Cl{\'{e}}ment Chatelain and
S{\'{e}}bastien Adam and
Christopher Kermorvant and
Thierry Paquet},
title = {Handwritten Text Line Segmentation Using Fully Convolutional Network},
booktitle = {First Workshop of Machine Learning, 14th {IAPR} International Conference
on Document Analysis and Recognition, WML@ICDAR 2017, Kyoto, Japan,
November 9-15, 2017},
pages = {5--9},
year = {2017},
crossref = {DBLP:conf/icdar/2017wml},
url = {https://doi.org/10.1109/ICDAR.2017.321},
doi = {10.1109/ICDAR.2017.321},
timestamp = {Fri, 11 May 2018 12:42:30 +0200},
biburl = {https://dblp.org/rec/bib/conf/icdar/RentonCAKP17},
bibsource = {dblp computer science bibliography, https://dblp.org}
}

2016

P. Barlas, D. Hebert, C. Chatelain, S. Adam, and T. Paquet, « Language identification in document images, » Electronic imaging, vol. 2016, iss. 17, p. 1–16, 2016.
[Bibtex]

@article{barlas2016language,
title={Language identification in document images},
author={Barlas, Philippine and Hebert, David and Chatelain, Cl{\'e}ment and Adam, S{\'e}bastien and Paquet, Thierry},
journal={Electronic Imaging},
volume={2016},
number={17},
pages={1--16},
year={2016},
publisher={Society for Imaging Science and Technology}
}

J. Lerouge, M. Hammami, P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux, and S. Adam, « Minimum cost subgraph matching using a binary linear program, » Pattern recognition letters, vol. 71, pp. 45-51, 2016.
[Bibtex]

@article{prl2016,
title = "Minimum cost subgraph matching using a binary linear program ",
journal = "Pattern Recognition Letters ",
volume = "71",
number = "",
pages = "45 - 51",
year = "2016",
note = "",
issn = "0167-8655",
doi = "http://dx.doi.org/10.1016/j.patrec.2015.11.026",
url = "http://www.sciencedirect.com/science/article/pii/S0167865515004250",
author = "Julien Lerouge and Maroua Hammami and Pierre HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux and SÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©bastien Adam",
keywords = "Subgraph matching",
keywords = "Edit dstance",
keywords = "Error-tolerant",
keywords = "Binary linear programing",
keywords = "Symbol spotting ",
abstract = "Abstract This paper presents a binary linear program for the Minimum Cost Subgraph Matching (MCSM) problem. \{MCSM\} is an extension of the subgraph isomorphism problem where the matching tolerates substitutions of attributes and modifications of the graph structure. The objective function proposed in the formulation can take into account rich attributes (e.g. vectors mixing nominal and numerical values) on both vertices and edges. Some experimental results obtained on an application-dependent dataset concerning the spotting of symbols on technical drawings show that the approach obtains better performance than a previous approach which is only substitution-tolerant. "
}

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{pr2016,
title = "The Multiclass \{ROC\} Front method for cost-sensitive classification ",
journal = "Pattern Recognition ",
volume = "52",
number = "",
pages = "46 - 60",
year = "2016",
note = "",
issn = "0031-3203",
doi = "http://dx.doi.org/10.1016/j.patcog.2015.10.010",
url = "http://www.sciencedirect.com/science/article/pii/S0031320315003891",
author = "Simon Bernard and ClÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©ment Chatelain and SÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©bastien Adam and Robert Sabourin",
keywords = "Multiclass classification",
keywords = "Cost-sensitive classification",
keywords = "ROC optimization",
keywords = "Multi-objective optimization",
keywords = "SVM classifier ",
abstract = "Abstract This paper addresses the problem of learning a multiclass classification system that can suit to any environment. By that we mean that particular (imbalanced) misclassification costs are taken into account by the classifier for predictions. However, these costs are not well known during the learning phase in most cases, or may evolve afterwards. There is a need in that case to learn a classifier that can potentially suit to any of these costs in prediction phase. The learning method proposed in this work, named the Multiclass \{ROC\} Front (MROCF) method, responds to this issue by exploiting ROC-based tools through a multiobjective optimization process. While this type of ROC-based multiobjective optimization approach has been successfully used for two-class problems, it has never been proposed in real-world multiclass classification problems. Experiments led on several real-world datasets show that the \{MROCF\} method offers a major improvement over a cost-insensitive classifier and is competitive with the state-of-the-art cost-sensitive optimization method on all but one of the 20 datasets. "
}

C. Dubos, S. Bernard, S. Adam, and R. Sabourin, « Roc-based cost-sensitive classification with a reject option, » in Pattern recognition (icpr), 2016 23rd international conference on, 2016, p. 3320–3325.
[Bibtex]

@inproceedings{dubos2016roc,
title={ROC-based cost-sensitive classification with a reject option},
author={Dubos, Cl{\'e}ment and Bernard, Simon and Adam, S{\'e}bastien and Sabourin, Robert},
booktitle={Pattern Recognition (ICPR), 2016 23rd International Conference on},
pages={3320--3325},
year={2016},
organization={IEEE}
}

S. Belharbi, R. Hérault, C. Chatelain, and S. Adam, « Deep multi-task learning with evolving weights, » in European symposium on artificial neural networks (esann), 2016.
[Bibtex]

@inproceedings{belharbi2016deep,
title={Deep multi-task learning with evolving weights},
author={Belharbi, Soufiane and H{\'e}rault, Romain and Chatelain, Cl{\'e}ment and Adam, S{\'e}bastien},
booktitle={European Symposium on Artificial Neural Networks (ESANN)},
year={2016}
}

J. Lerouge, Z. A. -, R. Raveaux, P. Héroux, and S. Adam, « Exact graph edit distance computation using a binary linear program, » in Structural, syntactic, and statistical pattern recognition – joint IAPR international workshop, S+SSPR 2016, mérida, mexico, november 29 – december 2, 2016, proceedings, 2016, p. 485–495.
[Bibtex]

@inproceedings{sspr2016,
author = {Julien Lerouge and
Zeina Abu{-}Aisheh and
Romain Raveaux and
Pierre H{\'{e}}roux and
S{\'{e}}bastien Adam},
title = {Exact Graph Edit Distance Computation Using a Binary Linear Program},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, {S+SSPR} 2016, M{\'{e}}rida, Mexico,
November 29 - December 2, 2016, Proceedings},
pages = {485--495},
year = {2016},
crossref = {DBLP:conf/sspr/2016},
url = {http://dx.doi.org/10.1007/978-3-319-49055-7_43},
doi = {10.1007/978-3-319-49055-7_43},
timestamp = {Tue, 08 Nov 2016 08:01:22 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/sspr/LerougeARHA16},
bibsource = {dblp computer science bibliography, http://dblp.org}
}

P. Barlas, D. Hebert, C. Chatelain, S. Adam, and T. Paquet, « Language identification in document images, » in Document recognition and retrieval xxiii, san francisco, california, usa, february 14-18, 2016, 2016, p. 1–16.
[Bibtex]

@inproceedings{drr2016,
author = {Philippine Barlas and
David Hebert and
Cl{\'{e}}ment Chatelain and
S{\'{e}}bastien Adam and
Thierry Paquet},
title = {Language Identification in Document Images},
booktitle = {Document Recognition and Retrieval XXIII, San Francisco, California,
USA, February 14-18, 2016},
pages = {1--16},
year = {2016},
crossref = {DBLP:conf/drr/2016},
url = {http://ist.publisher.ingentaconnect.com/contentone/ist/ei/2016/00002016/00000017/art00008},
timestamp = {Tue, 05 Jul 2016 17:08:22 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/drr/BarlasHCAP16},
bibsource = {dblp computer science bibliography, http://dblp.org}
}

M. Hammami, P. Héroux, S. Adam, and V. P. D’Andecy, « Localisation automatique de champs de saisie sur des images de formulaires couleur par isomorphisme de sous-graphe, » in CORIA 2016 – conférence en recherche d’informations et applications- 13th french information retrieval conference. CIFED 2016 colloque international francophone sur l’ecrit et le document, toulouse, france, march 9-11, 2016, toulouse, france, march 9-11, 2016., 2016, p. 381–396.
[Bibtex]

@inproceedings{cifed2016,
author = {Maroua Hammami and
Pierre H{\'{e}}roux and
S{\'{e}}bastien Adam and
Vincent Poulain D'Andecy},
title = {Localisation automatique de champs de saisie sur des images de formulaires
couleur par isomorphisme de sous-graphe},
booktitle = {{CORIA} 2016 - Conf{\'{e}}rence en Recherche d'Informations et
Applications- 13th French Information Retrieval Conference. {CIFED}
2016 Colloque International Francophone sur l'Ecrit et le Document,
Toulouse, France, March 9-11, 2016, Toulouse, France, March 9-11,
2016.},
pages = {381--396},
year = {2016},
crossref = {DBLP:conf/coria/2016},
url = {http://asso-aria.org/coria/2016/CIFED/10.pdf},
timestamp = {Tue, 29 Mar 2016 15:33:10 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/coria/HammamiHAD16},
bibsource = {dblp computer science bibliography, http://dblp.org}
}

2015

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

@inproceedings{dl15,
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},
YEAR = {2015},
}

J. Lerouge, P. L. Bodic, P. Héroux, and S. Adam, « GEM++: A tool for solving substitution-tolerant subgraph isomorphism, » in Graph-based representations in pattern recognition – 10th IAPR-TC-15 international workshop, gbrpr 2015, beijing, china, may 13-15, 2015. proceedings, 2015, p. 128–137.
[Bibtex]

@inproceedings{gbr2015,
author = {Julien Lerouge and
Pierre Le Bodic and
Pierre H{\'{e}}roux and
S{\'{e}}bastien Adam},
title = {{GEM++:} {A} Tool for Solving Substitution-Tolerant Subgraph Isomorphism},
booktitle = {Graph-Based Representations in Pattern Recognition - 10th {IAPR-TC-15}
International Workshop, GbRPR 2015, Beijing, China, May 13-15, 2015.
Proceedings},
pages = {128--137},
year = {2015},
url = {http://dx.doi.org/10.1007/978-3-319-18224-7_13},
doi = {10.1007/978-3-319-18224-7_13},
}

M. Hammami, P. Héroux, S. Adam, and V. P. D’Andecy, « One-shot field spotting on colored forms using subgraph isomorphism, » in 13th international conference on document analysis and recognition, ICDAR 2015, tunis, tunisia, august 23-26, 2015, 2015, p. 586–590.
[Bibtex]

@inproceedings{icdar2015,
author = {Maroua Hammami and
Pierre H{\'{e}}roux and
S{\'{e}}bastien Adam and
Vincent Poulain D'Andecy},
title = {One-shot field spotting on colored forms using subgraph isomorphism},
booktitle = {13th International Conference on Document Analysis and Recognition,
{ICDAR} 2015, Tunis, Tunisia, August 23-26, 2015},
pages = {586--590},
year = {2015},
crossref = {DBLP:conf/icdar/2015},
url = {http://dx.doi.org/10.1109/ICDAR.2015.7333829},
doi = {10.1109/ICDAR.2015.7333829},
timestamp = {Wed, 25 Nov 2015 15:37:25 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/icdar/HammamiHAD15},
bibsource = {dblp computer science bibliography, http://dblp.org}
}

2014

D. HÃƒÆ’Ã‚Â©bert, P. Barlas, C. Chatelain, S. Adam, and T. Paquet, « Writing type and language identification in heterogeneous and complex documents, » in Icfhr, crete, greece, 2014, pp. 411-416.
[Bibtex]

@InProceedings{icfhr2014,
AUTHOR = {D. HÃƒÆ’Ã‚Â©bert and P. Barlas and C. Chatelain and S. Adam and T. Paquet},
TITLE = {Writing type and language identification in heterogeneous and complex documents},
BOOKTITLE = {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{das2014,
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},
}

P. Barlas, C. Chatelain, S. Adam, and T. Paquet, « Détection et segmentation des blocs de texte manuscrits et imprimés dans des documents complexes, » in CORIA 2014 – conférence en recherche d’infomations et applications- 11th french information retrieval conference. CIFED 2014 colloque international francophone sur l’ecrit et le document, nancy, france, march 19-23, 2014., 2014, p. 125–137.
[Bibtex]

@inproceedings{cifed2014a,
author = {Philippine Barlas and
Cl{\'{e}}ment Chatelain and
S{\'{e}}bastien Adam and
Thierry Paquet},
title = {D{\'{e}}tection et segmentation des blocs de texte manuscrits
et imprim{\'{e}}s dans des documents complexes},
booktitle = {{CORIA} 2014 - Conf{\'{e}}rence en Recherche d'Infomations et
Applications- 11th French Information Retrieval Conference. {CIFED}
2014 Colloque International Francophone sur l'Ecrit et le Document,
Nancy, France, March 19-23, 2014.},
pages = {125--137},
year = {2014},
crossref = {DBLP:conf/coria/2014},
url = {http://asso-aria.org/cifed/2014/cifed/CIFED-11.pdf},
timestamp = {Fri, 31 Oct 2014 13:24:49 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/coria/BarlasCAP14},
bibsource = {dblp computer science bibliography, http://dblp.org}
}

M. Hammami, P. Héroux, and S. Adam, « Extraction de zones informatives dans des images de formulaire en couleur, » in CORIA 2014 – conférence en recherche d’infomations et applications- 11th french information retrieval conference. CIFED 2014 colloque international francophone sur l’ecrit et le document, nancy, france, march 19-23, 2014., 2014, p. 171–184.
[Bibtex]

@inproceedings{cifed2014b,
author = {Maroua Hammami and
Pierre H{\'{e}}roux and
S{\'{e}}bastien Adam},
title = {Extraction de zones informatives dans des images de formulaire en
couleur},
booktitle = {{CORIA} 2014 - Conf{\'{e}}rence en Recherche d'Infomations et
Applications- 11th French Information Retrieval Conference. {CIFED}
2014 Colloque International Francophone sur l'Ecrit et le Document,
Nancy, France, March 19-23, 2014.},
pages = {171--184},
year = {2014},
crossref = {DBLP:conf/coria/2014},
url = {http://asso-aria.org/cifed/2014/cifed/CIFED-14.pdf},
timestamp = {Fri, 31 Oct 2014 13:24:49 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/coria/HammamiHA14},
bibsource = {dblp computer science bibliography, http://dblp.org}
}

T. Kasar, P. Barlas, S. Adam, C. Chatelain, and T. Paquet, « Détection de tableaux dans des documents complexes, » in CORIA 2014 – conférence en recherche d’infomations et applications- 11th french information retrieval conference. CIFED 2014 colloque international francophone sur l’ecrit et le document, nancy, france, march 19-23, 2014., 2014, p. 363–366.
[Bibtex]

@inproceedings{cifed2014c,
author = {Thotreingam Kasar and
Philippine Barlas and
S{\'{e}}bastien Adam and
Cl{\'{e}}ment Chatelain and
Thierry Paquet},
title = {D{\'{e}}tection de tableaux dans des documents complexes},
booktitle = {{CORIA} 2014 - Conf{\'{e}}rence en Recherche d'Infomations et
Applications- 11th French Information Retrieval Conference. {CIFED}
2014 Colloque International Francophone sur l'Ecrit et le Document,
Nancy, France, March 19-23, 2014.},
pages = {363--366},
year = {2014},
crossref = {DBLP:conf/coria/2014},
url = {http://asso-aria.org/cifed/2014/cifed/CIFED-27.pdf},
timestamp = {Fri, 31 Oct 2014 13:24:49 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/coria/KasarBACP14},
bibsource = {dblp computer science bibliography, http://dblp.org}
}

2013

P. Héroux, P. L. Bodic, and S. Adam, « Datasets for the evaluation of substitution-tolerant subgraph isomorphism, » in Graphics recognition. current trends and challenges – 10th international workshop, GREC 2013, bethlehem, pa, usa, august 20-21, 2013, revised selected papers, 2013, p. 240–251.
[Bibtex]

@inproceedings{DBLP:conf/grec/HerouxBA13,
author = {Pierre H{\'{e}}roux and
Pierre Le Bodic and
S{\'{e}}bastien Adam},
title = {Datasets for the Evaluation of Substitution-Tolerant Subgraph Isomorphism},
booktitle = {Graphics Recognition. Current Trends and Challenges - 10th International
Workshop, {GREC} 2013, Bethlehem, PA, USA, August 20-21, 2013, Revised
Selected Papers},
pages = {240--251},
year = {2013},
crossref = {DBLP:conf/grec/2013},
url = {http://dx.doi.org/10.1007/978-3-662-44854-0_19},
doi = {10.1007/978-3-662-44854-0_19},
timestamp = {Fri, 19 Sep 2014 13:11:07 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/grec/HerouxBA13},
bibsource = {dblp computer science bibliography, http://dblp.org}
}

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

@inproceedings{icdar2013,
author = {T. Kasar and
P. Barlas and
S{\'e}bastien Adam and
Cl{\'e}ment Chatelain and
Thierry Paquet},
title = {Learning to Detect Tables in Scanned Document Images Using
Line Information},
booktitle = {ICDAR},
year = {2013},
pages = {1185-1189}
}

2012

P. L. Bodic, P. Héroux, S. Adam, and Y. Lecourtier, « An integer linear program for substitution-tolerant subgraph isomorphism and its use for symbol spotting in technical drawings, » Pattern recognition, vol. 45, iss. 12, pp. 4214-4224, 2012.
[Bibtex]

@article{pr2012,
author = {Pierre Le Bodic and
Pierre H{\'e}roux and
S{\'e}bastien Adam and
Yves Lecourtier},
title = {An integer linear program for substitution-tolerant subgraph
isomorphism and its use for symbol spotting in technical
drawings},
journal = {Pattern Recognition},
volume = {45},
number = {12},
year = {2012},
pages = {4214-4224}
}

S. Bernard, S. Adam, and L. Heutte, « Dynamic random forests, » Pattern recognition letters, vol. 33, iss. 12, pp. 1580-1586, 2012.
[Bibtex]

@article{prl2012,
author = {Simon Bernard and
S{\'e}bastien Adam and
Laurent Heutte},
title = {Dynamic Random Forests},
journal = {Pattern Recognition Letters},
volume = {33},
number = {12},
year = {2012},
pages = {1580-1586},
ee = {http://dx.doi.org/10.1016/j.patrec.2012.04.003}
}

2011

R. Raveaux, U. S. Adam, P. Héroux, and É. Trupin, « Learning graph prototypes for shape recognition, » Computer vision and image understanding (cviu), vol. 115, iss. 7, pp. 905-918, 2011.
[Bibtex]

@article{cviu2011,
title = {{Learning graph prototypes for shape recognition}},
author = {R. Raveaux and \underline{S. Adam} and P. H\'eroux and \'E. Trupin},
pages = {905 - 918},
journal = {Computer Vision and Image Understanding (CVIU)},
volume = {115},
number = {7 },
year = {2011},
}

G. Dupont, U. S. Adam, and Y. Lecourtier, « Apprentissage par renforcement pour la recherche d’information interactive, » in Actes des 6emes journées francophones de planification, décision et apprentissage pour la conduite de systèmes (jfpda~2011), 2011.
[Bibtex]

@inproceedings{jfpda2011,
title={Apprentissage par renforcement pour la recherche d'information interactive},
author={G. Dupont and \underline{S. Adam} and Y. Lecourtier},
booktitle={Actes des 6emes Journ\'ees Francophones de Planification, D\'ecision et Apprentissage pour la conduite de syst\`emes (JFPDA~2011)},
year={2011},
}

@inproceedings{jfpda2011,
title={Apprentissage par renforcement pour la recherche d'information interactive},
author={G. Dupont and \underline{S. Adam} and Y. Lecourtier},
booktitle={Actes des 6emes Journ\'ees Francophones de Planification, D\'ecision et Apprentissage pour la conduite de syst\`emes (JFPDA~2011)},
year={2011},
}

2010

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

@Article{pr2010,
author = {C. Chatelain and \underline{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 Recognition (PR)},
volume = 43,
number = 3,
pages = {815-823},
year = 2010
}

C. Chatelain, U. S. Adam, Y. Lecourtier, L. Heutte, and T. Paquet, « Non-cost sensitive SVM training using multiple model selection, » Journal of circuits systems, and computers (jcsc), vol. 19, iss. 1, pp. 231-242, 2010.
[Bibtex]

@Article{jcsc2010,
author = {C. Chatelain and \underline{S. Adam} and Y. Lecourtier and L. Heutte and T. Paquet},
title = {Non-cost sensitive {S}{V}{M} training using multiple model selection},
journal = {Journal of Circuits Systems, and Computers (JCSC)},
volume = 19,
number = 1,
pages = {231-242},
year = 2010
}

G. Dupont, A. Saint Requier, S. Adam, Y. Lecourtier, B. Grilhères, and S. Brunessaux, « A step toward an adaptive composition of query suggestion approaches, » in Proceedings of the third symposium on information interaction in context, New York, NY, USA, 2010, p. 271–276.
[Bibtex]

@inproceedings{iiix2010,
author = {Dupont, G{\'e}rard and Saint Requier, Aur{\'e}lien and Adam, S{\'e}bastien and Lecourtier, Yves and Grilh\`{e}res, Bruno and Brunessaux, St{\'e}phan},
title = {A Step Toward an Adaptive Composition of Query Suggestion Approaches},
booktitle = {Proceedings of the Third Symposium on Information Interaction in Context},
series = {IIiX '10},
year = {2010},
isbn = {978-1-4503-0247-0},
location = {New Brunswick, New Jersey, USA},
pages = {271--276},
numpages = {6},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {information retrieval, interactive information retrieval, query reformulation, relevance feedback, user experiment},
}

S. Bernard, L. Heutte, and S. Adam, « A study of strength and correlation in random forests, » in Icic (3), 2010, pp. 186-191.
[Bibtex]

@inproceedings{icic2010,
author = {Simon Bernard and
Laurent Heutte and
S{\'e}bastien Adam},
title = {A Study of Strength and Correlation in Random Forests},
booktitle = {ICIC (3)},
year = {2010},
pages = {186-191}
}

L. P. Bodic, P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux, U. S. Adam, H. Locteau, J. N. Bilong, and Y. Lecourtier, « Programmation linãƒæ’ã†â€™ãƒâ€šã‚â©aire en nombres entiers pour la recherche d’isomorphismes de sous-graphes, » in Actes du Colloque International Francophone sur l’Ecrit et le Document (cifed’10), 2010, pp. 153-168.
[Bibtex]

@inproceedings{cifed2010,
title={Programmation linÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©aire en nombres entiers pour la recherche d'isomorphismes de sous-graphes},
author={P. Le Bodic and P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux and \underline{S. Adam} and H. Locteau and J.N. Bilong and Y. Lecourtier},
booktitle={Actes du {C}olloque {I}nternational {F}rancophone sur l'{E}crit et le {D}ocument (CIFED'10)},
pages={153-168},
year={2010},
}

S. A. RÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©quier, G. Dupont, U. S. Adam, and Y. Lecourtier, « Ãƒæ’ã†â€™ãƒâ¢ã¢â€šâ¬ã‚â°valuation d’outils de reformulation interactive de requãƒæ’ã†â€™ãƒâ€šã‚âªtes, » in Actes de la COnfãƒæ’ã†â€™ãƒâ€šã‚â©rence en Recherche d’Information et Applications (coria’10), 2010, pp. 223-238.
[Bibtex]

@inproceedings{coria2010,
title={ÃƒÆ’Ã†â€™ÃƒÂ¢Ã¢â€šÂ¬Ã‚Â°valuation d'outils de reformulation interactive de requÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Âªtes},
author={A. Saint RÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©quier and G. Dupont and \underline{S. Adam} and Y. Lecourtier},
booktitle={Actes de la {CO}nfÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©rence en {R}echerche d'{I}nformation et {A}pplications (CORIA'10)},
pages={223-238},
year={2010},
}

@inproceedings{cifed2010,
title={Programmation linÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©aire en nombres entiers pour la recherche d'isomorphismes de sous-graphes},
author={P. Le Bodic and P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux and \underline{S. Adam} and H. Locteau and J.N. Bilong and Y. Lecourtier},
booktitle={Actes du {C}olloque {I}nternational {F}rancophone sur l'{E}crit et le {D}ocument (CIFED'10)},
pages={153-168},
year={2010},
}

@inproceedings{coria2010,
title={ÃƒÆ’Ã†â€™ÃƒÂ¢Ã¢â€šÂ¬Ã‚Â°valuation d'outils de reformulation interactive de requÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Âªtes},
author={A. Saint RÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©quier and G. Dupont and \underline{S. Adam} and Y. Lecourtier},
booktitle={Actes de la {CO}nfÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©rence en {R}echerche d'{I}nformation et {A}pplications (CORIA'10)},
pages={223-238},
year={2010},
}

2009

P. Le Bodic, H. Locteau, U. S. Adam, P. Héroux, Y. Lecourtier, and A. Knippel, « Symbol detection using region adjacency graphs and integer linear programming, » in Proceedings of the international conference on document analysis and recognition (icdar’09), 2009, pp. 1320-1324.
[Bibtex]

@InProceedings{icdar2009,
author = {Le Bodic, Pierre and H. Locteau and \underline{S. Adam} and P. H{\'e}roux and Y. Lecourtier and A. Knippel},
title = {Symbol Detection Using Region Adjacency Graphs and Integer Linear Programming},
booktitle = {Proceedings of the International Conference on Document Analysis and Recognition (ICDAR'09)},
year = {2009},
pages = {1320-1324},
}

S. Bernard, L. Heutte, and U. S. Adam, « On the selection of decision trees in random forests, » in Proceedings of the international joint conference on neural networks (ijcnn’09), 2009, pp. 302-307.
[Bibtex]

@InProceedings{ijcnn2009,
author = {S. Bernard and L. Heutte and \underline{S. Adam}},
title = {On the selection of decision trees in Random Forests},
booktitle ={Proceedings of the International Joint Conference on Neural Networks (IJCNN'09)},
year = {2009},
pages = {302-307},
}

S. Bernard, L. Heutte, and U. S. Adam, « Towards a better understanding of random forests through the study of strength and correlation, » in Proceedings of the international conference on intelligent computing (icic’09), 2009, pp. 536-545.
[Bibtex]

@inproceedings{icic2009,
author = {S. Bernard and L. Heutte and \underline{S. Adam}},
title = {Towards a Better Understanding of Random Forests through the Study of Strength and Correlation},
booktitle = {Proceedings of the International Conference on Intelligent Computing (ICIC'09)},
year = {2009},
pages = {536-545},
publisher = {Springer},
editor = {Huang, D.-S. and Jo, K.-H. and Lee, H.-H. and Kang, H.-J. and Bevilacqua, V.},
ee = {http://dx.doi.org/10.1007/978-3-642-04020-7_57},
volume = 5755,
series = {Lecture Notes in Computer Science}
}

S. Bernard, L. Heutte, and U. S. Adam, « Influence of hyperparameters on random forest accuracy, » in Proceedings of multiple classifier systems (mcs’09), J. A. Benediktsson, J. Kittler, and F. Roli, Eds., Springer, 2009, vol. 5519, pp. 171-180.
[Bibtex]

@InCollection{mcs2009,
author = {S. Bernard and L. Heutte and \underline{S. Adam}},
title = {Influence of Hyperparameters on Random Forest Accuracy},
booktitle = {Proceedings of Multiple Classifier Systems (MCS'09)},
pages = {171-180},
publisher = {Springer},
year = 2009,
editor = {Jon Atli Benediktsson and Josef Kittler and Fabio Roli},
volume = 5519,
series = {Lecture Notes in Computer Science}
}

S. Bernard, L. Heutte, and U. S. Adam, « Une ãƒæ’ã†â€™ãƒâ¢ã¢â€šâ¬ã‚â°tude sur la paramãƒæ’ã†â€™ãƒâ€šã‚â©trisation des forãƒæ’ã†â€™ãƒâ€šã‚âªts alãƒæ’ã†â€™ãƒâ€šã‚â©atoires, » in Actes de la Conférence francophone sur l’Apprentissage Artificiel (cap’09), 2009, pp. 81-92.
[Bibtex]

@inproceedings{cap2009,
title = {Une ÃƒÆ’Ã†â€™ÃƒÂ¢Ã¢â€šÂ¬Ã‚Â°tude sur la ParamÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©trisation des ForÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Âªts AlÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©atoires},
author = {S. Bernard and L. Heutte and \underline{S. Adam}},
booktitle = {Actes de la {C}onf{\'e}rence francophone sur l'{A}pprentissage {A}rtificiel (CAP'09)},
pages = {81-92 },
year = {2009},
}

2008

G. Dupont, U. S. Adam, Y. Lecourtier, and B. GrilhÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â¨re, « Multi objective particle swarm optimization using enhanced dominance and guide selection, » International journal of computational intelligence research (ijcir), vol. 4, iss. 2, pp. 145-158, 2008.
[Bibtex]

@Article{ijcir2008,
author = {G. Dupont and \underline{S. Adam} and Y. Lecourtier and B. GrilhÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â¨re},
title = {Multi objective particle swarm optimization using enhanced dominance and guide selection},
journal = {International Journal of Computational Intelligence Research (IJCIR)},
volume = 4,
number = 2,
pages = {145-158},
year = {2008}
}

S. Bernard, L. Heutte, and U. S. Adam, « Forest-RK: a new random forest induction method, » in Proceedings of the international conference on intelligent computing (icic’08), 2008, pp. 430-437.
[Bibtex]

@inproceedings{icic2008,
author = {S. Bernard and L. Heutte and \underline{S. Adam}},
title = {Forest-{R}{K}: A New Random Forest Induction Method},
booktitle = {Proceedings of the International Conference on Intelligent Computing (ICIC'08)},
year = {2008},
pages = {430-437},
publisher = {Springer},
editor = {De-Shuang Huang and Donald C. Wunsch II and Daniel S. Levine and Kang-Hyun Jo},
volume = 5227,
series = {Lecture Notes in Computer Science}
}

L. P. Bodic, U. S. Adam, P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux, A. Knippel, and Y. Lecourtier, « Formulations linãƒæ’ã†â€™ãƒâ€šã‚â©aires en nombres entiers pour des problãƒæ’ã†â€™ãƒâ€šã‚â¨mes d’isomorphisme exact et inexact, » in Actes ãƒæ’ã†â€™ãƒâ€šã‚â©lectroniques des journãƒæ’ã†â€™ãƒâ€šã‚â©es polyãƒæ’ã†â€™ãƒâ€šã‚â¨dres et optimisation combinatoire (jpoc’08), 2008.
[Bibtex]

@inproceedings{jpoc2008,
title={Formulations linÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©aires en nombres entiers pour des problÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â¨mes d'isomorphisme exact et inexact},
author={P. Le Bodic and \underline{S. Adam} and P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux and A. Knippel and Y. Lecourtier},
booktitle={Actes ÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©lectroniques des JournÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©es PolyÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â¨dres et Optimisation Combinatoire (JPOC'08)},
year={2008},
}

L. Heutte, S. Bernard, U. S. Adam, and E. Oliveira, « De la sélection d’arbres de décision dans les forêts aléatoires, » in Actes du Colloque International Francophone sur l’écrit et le Document (cifed’08), 2008, pp. 163-168.
[Bibtex]

@inproceedings{cifed2008a,
title={{D}e la s{\'e}lection d'arbres de d{\'e}cision dans les for{\^e}ts al{\'e}atoires},
author={L. Heutte and S. Bernard and \underline{S. Adam} and E. Oliveira},
booktitle={Actes du {C}olloque {I}nternational {F}rancophone sur l'{\'E}crit et le {D}ocument (CIFED'08) },
pages={163-168 },
year={2008},
}

S. Bernard, L. Heutte, and U. S. Adam, « ÃƒÆ’Ã†â€™ÃƒÂ¢Ã¢â€šÂ¬Ã‚Â°tude de l’influence des paramètres sur les performances des forêts aléatoires, » in Actes du Colloque International Francophone sur l’écrit et le Document (cifed’08), 2008, pp. 207-208.
[Bibtex]

@inproceedings{cifed2008b,
title={{ÃƒÆ’Ã†â€™ÃƒÂ¢Ã¢â€šÂ¬Ã‚Â°}tude de l'influence des param{\`e}tres sur les performances des for{\^e}ts al{\'e}atoires},
author={S. Bernard and L. Heutte and \underline{S. Adam}},
booktitle={Actes du {C}olloque {I}nternational {F}rancophone sur l'{\'E}crit et le {D}ocument (CIFED'08) },
pages={207-208 },
year={2008},
}

R. Raveaux, E. Barbu, U. S. Adam, P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux, and É. Trupin, « Graphes prototypes vs. graphe médian généralisé pour la classification de données structurées, » in Actes du Colloque International Francophone sur l’écrit et le Document (cifed’08), 2008, pp. 37-42.
[Bibtex]

@inproceedings{cifed2008c,
title={{G}raphes prototypes vs. graphe m{\'e}dian g{\'e}n{\'e}ralis{\'e} pour la classification de donn{\'e}es structur{\'e}es},
author={R. Raveaux and E. Barbu and \underline{S. Adam} and P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux and \'E. Trupin},
booktitle={Actes du {C}olloque {I}nternational {F}rancophone sur l'{\'E}crit et le {D}ocument (CIFED'08) },
pages={37-42 },
year={2008},
}

C. Chatelain, U. S. Adam, Y. Lecourtier, L. Heutte, Y. Oufella, and T. Paquet, « Optimisation multi-objectif pour la sélection de modèles SVM, » in Actes du congrãƒæ’ã†â€™ãƒâ€šã‚â¨s reconnaissance des formes et intelligence artificielle (rfia’08), 2008, pp. 67-72.
[Bibtex]

@InProceedings{rfia2008,
author={C. Chatelain and \underline{S. Adam} and Y. Lecourtier and L. Heutte and Y. Oufella and T. Paquet},
title={Optimisation multi-objectif pour la s\'election de mod\`eles {S}{V}{M}},
booktitle = {Actes du congrÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â¨s Reconnaissance des Formes et Intelligence Artificielle (RFIA'08)},
pages = {67-72},
year = 2008}

2007

E. Valveny, P. Dosch, A. Winstanley, Y. Zhou, S. Yang, L. Yan, W. Liu, D. Elliman, M. Delalandre, É. Trupin, U. S. Adam, and J. Ogier, « A general framework for the evaluation of symbol recognition methods, » International journal of document analysis and recognition (ijdar), vol. 9, iss. 1, pp. 59-74, 2007.
[Bibtex]

@Article{ijdar2007,
author = {E. Valveny and P. Dosch and A. Winstanley and Y. Zhou and S. Yang and L. Yan and W. Liu and D. Elliman and M. Delalandre and \'E. Trupin and \underline{S. Adam} and JM. Ogier},
title = {A general framework for the evaluation of symbol recognition methods},
journal = {International Journal of Document Analysis and Recognition (IJDAR)},
volume = 9,
number = 1,
pages = {59-74},
year = 2007
}

P. Héroux, E. Barbu, U. S. Adam, and É. Trupin, « Automatic ground-truth generation for document image analysis and understanding,, » in Proceedings of the international conference on document analysis and recognition (icdar’07), 2007, pp. 476-480.
[Bibtex]

@InProceedings{icdar2007a,
author = {P. H\'eroux and E. Barbu and \underline{S. Adam} and \'E. Trupin},
title = {Automatic Ground-truth Generation for Document Image Analysis and Understanding,},
booktitle ={Proceedings of the International Conference on Document Analysis and Recognition (ICDAR'07)},
pages = {476-480},
year = 2007
}

S. Bernard, U. S. Adam, and L. Heutte, « Using random forests for handwritten digit recognition, » in Proceedings of the international conference on document analysis and recognition (icdar’07), 2007, pp. 1043-1047.
[Bibtex]

@InProceedings{icdar2007b,
author = {S. Bernard and \underline{S. Adam} and L. Heutte},
title = {Using Random Forests for Handwritten Digit Recognition},
booktitle = {Proceedings of the International Conference on Document Analysis and Recognition (ICDAR'07)},
pages = {1043-1047},
year = 2007
}

C. Chatelain, U. S. Adam, Y. Lecourtier, L. Heutte, and T. Paquet, « Multi-objective optimization for SVM model selection, » in Proceedings of the international conference on document analysis and recognition (icdar’07), 2007, pp. 427-431.
[Bibtex]

@InProceedings{icdar2007c,
author = {C. Chatelain and \underline{S. Adam} and Y. Lecourtier and L. Heutte and T. Paquet},
title = {Multi-Objective Optimization for {S}{V}{M} Model Selection},
booktitle = {Proceedings of the International Conference on Document Analysis and Recognition (ICDAR'07)},
pages = {427-431},
year = 2007
}

E. Barbu, C. Chatelain, U. S. Adam, P. Héroux, and É. Trupin, « A simple one class classifier with rejection strategy: application to symbol classification, » in Proceedings of the iapr workshop on graphics recognition (grec’07), 2007, pp. 35-36.
[Bibtex]

@InProceedings{grec2007b,
author = {E. Barbu and C. Chatelain and \underline{S. Adam} and P. H\'eroux and \'E. Trupin},
title = {A Simple One Class Classifier with Rejection Strategy: Application to Symbol Classification},
booktitle = {Proceedings of the IAPR Workshop on Graphics Recognition (GREC'07)},
year = 2007,
pages = {35-36}
}

R. Raveaux, E. Barbu, H. Locteau, U. S. Adam, P. Héroux, and É. Trupin, « A graph classification approach using a multi-objective genetic algorithm application to symbol recognition, » in Proceedings of the iapr international workshop on graph based representations for pattern recognition (gbr-pr’07), F. Escolano and M. Vento, Eds., Springer, 2007, vol. 4538, pp. 361-370.
[Bibtex]

@InCollection{gbr2007,
author = {R. Raveaux and E. Barbu and H. Locteau and \underline{S. Adam} and P. H\'eroux and \'E. Trupin},
title = {A Graph Classification Approach Using a Multi-objective Genetic Algorithm Application to Symbol Recognition},
booktitle = {Proceedings of the IAPR International Workshop on Graph Based Representations for Pattern Recognition (GbR-PR'07)},
key = {ISBN: 978-3-540-72902-0},
pages = {361-370},
publisher = {Springer},
year = 2007,
editor = {Francisco Escolano and Mario Vento},
volume = 4538,
series = {Lecture Notes in Computer Science}}

G. Dupont, U. S. Adam, Y. Lecourtier, and B. Grilhere, « Multi objective particle swarm optimization using enhanced dominance and guide selection, » in Journãƒæ’ã†â€™ãƒâ€šã‚â©es optimisation par essaims particulaires (oep’07) – actes ãƒæ’ã†â€™ãƒâ€šã‚â©lectroniques, 2007.
[Bibtex]

@InProceedings{oep2007,
author = {G. Dupont and \underline{S. Adam} and Y. Lecourtier and B. Grilhere},
title = {Multi objective particle swarm optimization using enhanced dominance and guide selection},
booktitle = {JournÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©es Optimisation par Essaims Particulaires (OEP'07) - actes ÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©lectroniques},
year = 2007
}

2006

E. Barbu, P. Héroux, U. S. Adam, and É. Trupin, « Using bags of symbols for automatic indexing of graphical document image databases, » in Graphics recognition. ten years review and future perspectives, W. Liu and J. Lladós, Eds., Springer, 2006, vol. 3926, pp. 195-205.
[Bibtex]

@InCollection{lncs06a,
author = {E. Barbu and P. H\'eroux and \underline{S. Adam} and \'E. Trupin},
title = {Using Bags of Symbols for Automatic Indexing of Graphical Document Image Databases},
booktitle = {Graphics Recognition. Ten Years Review and Future Perspectives},
key = {ISBN: 978-3-540-34711-8},
pages = {195-205},
publisher = {Springer},
year = 2006,
editor = {Wenyin Liu and Josep Llad\'os},
volume = 3926,
series = {Lecture Notes in Computer Science}}

H. Locteau, R. Raveaux, U. S. Adam, Y. Lecourtier, P. Héroux, and É. Trupin, « Polygonal approximation of digital curves using a multi-objective genetic algorithm, » in Graphics recognition. ten years review and future perspectives, W. Liu and J. Lladós, Eds., Springer, 2006, vol. 3926, pp. 300-311.
[Bibtex]

@InCollection{lncs06b,
author = {H. Locteau and R. Raveaux and \underline{S. Adam} and Y. Lecourtier and P. H\'eroux and \'E. Trupin},
title = {Polygonal Approximation of Digital Curves Using a Multi-objective Genetic Algorithm},
booktitle = {Graphics Recognition. Ten Years Review and Future Perspectives},
key = {ISBN: 978-3-540-34711-8},
pages = {300-311},
publisher = {Springer},
year = 2006,
editor = {Wenyin Liu and Josep Llad\'os},
volume = 3926,
series = {Lecture Notes in Computer Science}}

H. Locteau, R. Raveaux, U. S. Adam, Y. Lecourtier, P. Héroux, and É. Trupin, « Approximation of digital curves using a multi-objective genetic algorithm, » in Proceedings of the international conference on pattern recognition (icpr’06), 2006, pp. 716-719.
[Bibtex]

@InProceedings{icpr2006a,
author = {H. Locteau and R. Raveaux and \underline{S. Adam} and Y. Lecourtier and P. H\'eroux and \'E. Trupin},
title = {Approximation of digital curves using a multi-objective genetic algorithm},
booktitle = {Proceedings of the International Conference on Pattern Recognition (ICPR'06)},
pages = {716-719},
year = 2006
}

E. Barbu, R. Raveaux, H. Locteau, U. S. Adam, P. Héroux, and É. Trupin, « Graph classification using genetic algorithm and graph probing: application to symbol recognition, » in Proceedings of the international conference on pattern recognition (icpr’06), 2006, pp. 296-299.
[Bibtex]

@InProceedings{icpr2006b,
author = {E. Barbu and R. Raveaux and H. Locteau and \underline{S. Adam} and P. H\'eroux and \'E. Trupin},
title = {Graph classification using genetic algorithm and graph probing: Application to symbol recognition},
booktitle = {Proceedings of the International Conference on Pattern Recognition (ICPR'06)},
pages = {296-299},
year = 2006
}

P. Héroux, E. Barbu, U. S. Adam, and É. Trupin, « Production de vérité terrain pour l’analyse et l’interprétation d’images de document, » in Actes du colloque international francophone sur l’écrit et le document (cifed’06), 2006, pp. 67-72.
[Bibtex]

@InProceedings{cifed2006a,
author = {P. H\'eroux and E. Barbu and \underline{S. Adam} and \'E. Trupin},
title = {Production de v\'erit\'e terrain pour l'analyse et l'interpr\'etation d'images de document},
booktitle = {Actes du Colloque International Francophone sur l'\'Ecrit et le Document (CIFED'06)},
pages = {67-72},
year = 2006}

E. Barbu, R. Raveaux, H. Locteau, U. S. Adam, P. Héroux, and É. Trupin, « Classification de graphes par algorithmes génétiques et signatures de graphes : application à la reconnaissance de symboles, » in Actes du colloque international francophone sur l’écrit et le document (cifed’06), 2006, pp. 91-96.
[Bibtex]

@InProceedings{cifed2006b,
author = {E. Barbu and R. Raveaux and H. Locteau and \underline{S. Adam} and P. H\'eroux and \'E. Trupin},
title = {Classification de graphes par algorithmes g\'en\'etiques et signatures de graphes : Application \`a la reconnaissance de symboles},
booktitle = {Actes du Colloque International Francophone sur l'\'Ecrit et le Document (CIFED'06)},
pages = {91-96},
year = 2006}

H. Locteau, U. S. Adam, É. Trupin, J. Labiche, and P. Héroux, « Reconnaissance de symbole guidée par une modélisation basée sur les graphes de régions adjacentes, » in Actes du colloque international francophone sur l’écrit et le document (cifed’06), 2006, pp. 151-156.
[Bibtex]

@InProceedings{cifed2006c,
author = {H. Locteau and \underline{S. Adam} and \'E. Trupin and J. Labiche and P. H\'eroux},
title = {Reconnaissance de symbole guid\'ee par une mod\'elisation bas\'ee sur les graphes de r\'egions adjacentes},
booktitle = {Actes du Colloque International Francophone sur l'\'Ecrit et le Document (CIFED'06)},
pages = {151-156},
year = 2006}

H. Locteau, R. Raveaux, U. S. Adam, Y. Lecourtier, P. Héroux, and É. Trupin, « Approximation de courbes par algorithme génétique multi-objectif, » in Actes du colloque international francophone sur l’écrit et le document (cifed’06), 2006, pp. 37-42.
[Bibtex]

@InProceedings{cifed2006d,
author = {H. Locteau and R. Raveaux and \underline{S. Adam} and Y. Lecourtier and P. H\'eroux and \'E. Trupin},
title = {Approximation de courbes par algorithme g\'en\'etique multi-objectif},
booktitle = {Actes du Colloque International Francophone sur l'\'Ecrit et le Document (CIFED'06)},
pages = {37-42},
year = 2006}

2005

E. Barbu, P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux, U. S. Adam, and E. Trupin, « Frequent graph discovery: application to line drawing document images, » Electronic letters on computer vision and image analysis (elcvia), vol. 5, iss. 2, pp. 47-57, 2005.
[Bibtex]

@Article{elcvia2005,
author = {E. Barbu and P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux and \underline{S. Adam} and E. Trupin},
title = {Frequent Graph Discovery: Application to Line Drawing Document Images},
journal = {Electronic Letters on Computer Vision and Image Analysis (ELCVIA)},
volume = 5,
number = 2,
pages = {47-57},
year = 2005
}

E. Barbu, P. Héroux, U. S. Adam, and É. Trupin, « Clustering document images using a bag of symbols representation, » in Proceedings of the international conference on document analysis and recognition (icdar’05), 2005, pp. 1216-1220.
[Bibtex]

@InProceedings{icdar2005,
author = {E. Barbu and P. H\'eroux and \underline{S. Adam} and \'E. Trupin},
title = {Clustering Document Images using a Bag of Symbols Representation},
booktitle = {Proceedings of the International Conference on Document Analysis and Recognition (ICDAR'05)},
pages = {1216-1220},
year = 2005
}

E. Barbu, P. Héroux, U. S. Adam, and É. Trupin, « Clustering of document images using graph summaries, » in Proceedings of machine learning and data mining in pattern recognition (mdlm’05), P. Perner and A. Imiya, Eds., Springer, 2005, vol. 3587, pp. 194-202.
[Bibtex]

@InCollection{mdlm2005,
author = {E. Barbu and P. H\'eroux and \underline{S. Adam} and \'E. Trupin},
title = {Clustering of Document Images using Graph Summaries},
booktitle = {Proceedings of Machine Learning and Data Mining in Pattern Recognition (MDLM'05)},
key = {ISBN: 3-540-26923-6},
pages = {194-202},
publisher = {Springer},
editor = {P. Perner and A. Imiya},
volume = 3587,
series = {Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence},
year = 2005
}

E. Barbu, P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux, U. S. Adam, and É. Trupin, « Using bags of symbols for automatic indexing of graphical document image databases, » in Proceedings of the iapr workshop on graphics recognition (grec’05), 2005, pp. 195-205.
[Bibtex]

@InProceedings{grec2005a,
author = {E. Barbu and P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux and \underline{S. Adam} and \'E. Trupin},
title = {Using Bags of Symbols for Automatic Indexing of Graphical Document Image Databases},
booktitle = {Proceedings of the IAPR Workshop on Graphics Recognition (GREC'05)},
pages= {195-205},
year = 2005
}

H. Locteau, R. Raveaux, U. S. Adam, Y. Lecourtier, P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux, and É. Trupin, « Polygonal approximation of digital curves using a multi-objective genetic algorithm, » in Proceedings of the iapr workshop on graphics recognition (grec’05), 2005, pp. 300-311.
[Bibtex]

@InProceedings{grec2005b,
author = {H. Locteau and R. Raveaux and \underline{S. Adam} and Y. Lecourtier and P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux and \'E. Trupin},
title = {Polygonal Approximation of Digital Curves Using a Multi-objective Genetic Algorithm},
booktitle = {Proceedings of the IAPR Workshop on Graphics Recognition (GREC'05)},
pages= {300-311},
year = 2005
}

H. Locteau, U. S. Adam, É. Trupin, J. Labiche, and P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux, « Symbol recognition combining vectorial and statistical features, » in Proceedings of the iapr workshop on graphics recognition (grec’05), 2005, pp. 76-87.
[Bibtex]

@InProceedings{grec2005c,
author = {H. Locteau and \underline{S. Adam} and \'E. Trupin and J. Labiche and P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux},
title = {Symbol Recognition Combining Vectorial and Statistical Features},
booktitle = {Proceedings of the IAPR Workshop on Graphics Recognition (GREC'05)},
pages= {76-87},
year = 2005
}

E. Barbu, P. Héroux, U. S. Adam, and É. Trupin, « Indexation of document images using frequent items, » in Proceedings of the international workshop on pattern recognition in information system (pris’05), 2005, pp. 164-173.
[Bibtex]

@InProceedings{pris2005,
author = {E. Barbu and P. H\'eroux and \underline{S. Adam} and {\'E}. Trupin},
title = {Indexation of Document Images using Frequent Items},
booktitle = {Proceedings of the International Workshop on Pattern Recognition in Information System (PRIS'05)},
pages = {164-173},
year = 2005
}

E. Barbu, P. Héroux, U. S. Adam, and É. Trupin, « Fouille de graphes et découverte de règles d’association : application à l’analyse d’images de document, » Revue nouvelles technologies de l’information (rnti), vol. E-3, pp. 463-468, 2005.
[Bibtex]

@Article{rnti2005,
author = {E. Barbu and P. H\'eroux and \underline{S. Adam} and \'E. Trupin},
title = {Fouille de graphes et d\'ecouverte de r\`egles d'association : application \`a l'analyse d'images de document},
journal = {Revue Nouvelles Technologies de l'Information (RNTI)},
year = 2005,
key = {ISBN 2.85428.677.4},
volume = {E-3},
pages = {463-468}
}

U. S. Adam, J. M. Ogier, C. Cariou, R. Mullot, J. Gardes, and Y. Lecourtier, « Utilisation de la transformée de Fourier-Mellin pour la reconnaissance de formes multi-orientées et multi-échelles : application à l’analyse automatique de documents techniques, » Revue traitement du signal (ts), vol. 18, iss. 1, pp. 17-33, 2005.
[Bibtex]

@Article{ts2001,
author = {\underline{S. Adam} and J.M. Ogier and C. Cariou and R. Mullot and J. Gardes and Y. Lecourtier},
title = {Utilisation de la transform\'ee de {F}ourier-{M}ellin pour la reconnaissance de formes multi-orient\'ees et multi-\'echelles : application \`a l'analyse automatique de documents techniques},
journal = {Revue Traitement du Signal (TS)},
year = 2005,
key = {ISBN 2.85428.677.4},
volume = {18},
number = {1},
pages = {17-33}
}

E. Barbu, P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux, U. S. Adam, and É. Trupin, « Fouille de graphes et découverte de règles d’association : application à l’analyse d’images de document, » in Actes des journãƒæ’ã†â€™ãƒâ€šã‚â©es extraction et gestion des connaissances (egc’05), 2005, pp. 463-468.
[Bibtex]

@inproceedings{egc2005,
author= {E. Barbu and P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux and \underline{S. Adam} and \'E. Trupin},
title= {Fouille de graphes et d{\'e}couverte de r{\`e}gles d'association : application {\`a} l'analyse d'images de document},
booktitle = {Actes des journÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©es Extraction et Gestion des Connaissances (EGC'05)},
year = {2005},
pages = {463-468}
}

2004

Y. Saidali, U. S. Adam, J. M. Ogier, and É. Trupin, « Knowledge representation and acquisition for engineering document analysis, » in Graphics recognition : recent advances and perspectives, W. Liu and J. Lladós, Eds., Springer, 2004, vol. 3088, pp. 25-37.
[Bibtex]

@InCollection{lncs04,
author = {Y. Saidali and \underline{S. Adam} and J.M. Ogier and \'E. Trupin},
title = {Knowledge Representation and Acquisition for Engineering Document Analysis},
booktitle = { Graphics Recognition : Recent Advances and Perspectives},
key = {ISBN: 0302-9743},
pages = {25-37},
publisher = {Springer},
year = 2004,
editor = {Wenyin Liu and Josep Llad\'os},
volume = 3088,
series = {Lecture Notes in Computer Science}}

U. S. Adam, M. Rigamonti, E. Clavier, J-M. Ogier, É. Trupin, and K. Tombre, « DocMining: A Document Analysis System Builder, » in Proceedings of the IAPR Workshop on Document Analysis Systems (DAS’04), 2004, pp. 472-483.
[Bibtex]

@InProceedings{das2004,
title = {{DocMining: A Document Analysis System Builder}},
author = {\underline{S. Adam} and M. Rigamonti and E. Clavier and J-M. Ogier and \'E. Trupin and K. Tombre},
booktitle = {{Proceedings of the IAPR Workshop on Document Analysis Systems (DAS'04)}},
pages = {472-483},
volume = {3163},
editor = {S. Marinai and A. Dengel },
series = {Lecture Notes in Computer Science },
year = {2004},
}

E. Barbu, P. Héroux, U. S. Adam, and É. Trupin, « Découverte de motifs fréquents – application à l’analyse de documents graphiques, » in Actes du colloque international francophone sur l’écrit et le document (cifed’04), 2004, pp. 143-148.
[Bibtex]

@InProceedings{cifed2004a,
author = {E. Barbu and P. H\'eroux and \underline{S. Adam} and \'E. Trupin},
title = {D\'ecouverte de motifs fr\'equents - Application \`a l'analyse de documents graphiques},
booktitle = {Actes du Colloque International Francophone sur l'\'Ecrit et le Document (CIFED'04)},
pages = {143-148},
year = 2004
}

É. Clavier, U. S. Adam, P. Héroux, M. Rigamonti, and J. -M. Ogier, « Docmining – une plate-forme de conception de systèmes d’analyse de document, » in Actes du colloque international francophone sur l’écrit et le document (cifed’04, 2004, pp. 97-102.
[Bibtex]

@InProceedings{cifed2004b,
author = {\'E. Clavier and \underline{S. Adam} and P. H\'eroux and M. Rigamonti and J.-M. Ogier},
title = {Docmining - Une plate-forme de conception de syst\`emes d'analyse de document},
booktitle = {Actes du Colloque International Francophone sur l'\'Ecrit et le Document (CIFED'04},
pages = {97-102},
year = 2004
}

H. Locteau, U. S. Adam, É. Trupin, J. Labiche, and P. Héroux, « Détection d’arcs de cercle par comparaison du tracé théorique de Bresenham, » in Actes du colloque international francophone sur l’écrit et le document (cifed’04), 2004, pp. 285-290.
[Bibtex]

@InProceedings{cifed2004c,
author = {H. Locteau and \underline{S. Adam} and \'E. Trupin and J. Labiche and P. H\'eroux},
title = {D\'etection d'arcs de cercle par comparaison du trac\'e th\'eorique de {B}resenham},
booktitle = {Actes du Colloque International Francophone sur l'\'Ecrit et le Document (CIFED'04)},
pages = {285-290},
year = 2004
}

2003

Y. Saidali, U. S. Adam, J-M. Ogier, É. Trupin, and J. Labiche, « Knowledge representation and acquisition for engineering document analysis, » in Proceedings of the international workshop on graphics recognition (grec’03), 2003, pp. 25-37.
[Bibtex]

@inproceedings{grec2003,
author = {Y. Saidali and \underline{S. Adam} and J-M. Ogier and {\'E}. Trupin and J. Labiche},
title = {Knowledge Representation and Acquisition for Engineering Document Analysis},
booktitle = {Proceedings of the International Workshop on Graphics RECognition (GREC'03)},
year = {2003},
pages = {25-37},
}

U. S. Adam, J-M. Ogier, É. Trupin, and R. Mullot, « A scale and rotation parameters estimator application to technical document interpretation, » in Proceedings of the international workshop on pattern recognition in information systems (pris’03), 2003, pp. 31-37.
[Bibtex]

@inproceedings{pris2003,
author = {\underline{S. Adam} and J-M. Ogier and {\'E}. Trupin and R. Mullot},
title = {A Scale and Rotation Parameters Estimator Application to Technical Document Interpretation},
booktitle = {Proceedings of the International Workshop on Pattern Recognition in Information Systems (PRIS'03)},
year = {2003},
pages = {31-37},
}

2002

U. S. Adam, J. M. Ogier, C. Cariou, and J. Gardes, « A scale and rotation parameters estimator application to technical document interpretation, » in Grec ’01: selected papers from the fourth international workshop on graphics recognition algorithms and applications, London, UK: Springer-Verlag, 2002, vol. 2390, p. 266–272.
[Bibtex]

@InCollection{lncs02,
author = {\underline{S. Adam} and J.M. Ogier and C. Cariou and J. Gardes},
title = {A Scale and Rotation Parameters Estimator Application to Technical Document Interpretation},
booktitle = {GREC '01: Selected Papers from the Fourth International Workshop on Graphics Recognition Algorithms and Applications},
year = {2002},
isbn = {3-540-44066-6},
pages = {266--272},
publisher = {Springer-Verlag},
address = {London, UK},
volume = 2390,
}

M. Delalandre, P. Héroux, U. S. Adam, É. Trupin, and J-M. Ogier, « A statistical and structural approach for symbol recognition, using xml modelling, » in Proceedings of the international workshop on syntactical and structural pattern recognition (sspr’02), 2002, pp. 281-290.
[Bibtex]

@inproceedings{sspr2002,
author = {M. Delalandre and P. H{\'e}roux and \underline{S. Adam} and {\'E}. Trupin and J-M. Ogier},
title = {A Statistical and Structural Approach for Symbol Recognition, Using XML Modelling},
booktitle = {Proceedings of the International Workshop on Syntactical and Structural Pattern Recognition (SSPR'02)},
year = {2002},
pages = {281-290},
publisher = {Springer},
editor = {Terry Caelli and Adnan Amin and Robert P. W. Duin and Mohamed S. Kamel and Dick de Ridder},
volume = 2396,
series = {Lecture Notes in Computer Science}}

M. Delalandre, P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux, U. S. Adam, É. Trupin, and J. M. Ogier, « Une approche statistico-structurelle pour la reconnaissance de symboles exploitant une reprãƒæ’ã†â€™ãƒâ€šã‚â©sentation xml des donnãƒæ’ã†â€™ãƒâ€šã‚â©es, » in Actes du colloque international francophone sur l’écrit et le document (cifed’02), 2002, pp. 121-128.
[Bibtex]

@InProceedings{cifed2002,
author = {M. Delalandre and P. HÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©roux and \underline{S. Adam} and \'E. Trupin and J.M. Ogier},
title = { Une Approche Statistico-Structurelle pour la Reconnaissance de Symboles Exploitant une ReprÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©sentation XML des DonnÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©es},
booktitle = {Actes du Colloque International Francophone sur l'\'Ecrit et le Document (CIFED'02)},
pages = {121-128},
year = 2002
}

2001

U. S. Adam, J-M. Ogier, C. Cariou, and J. Gardes, « A scale and rotation parameters estimator application to technical document interpretation, » in Proceedings of the international workshop on graphics recognition (grec’01), 2001, pp. 27-34.
[Bibtex]

@inproceedings{grec2001a,
author = {\underline{S. Adam} and J-M. Ogier and C. Cariou and J. Gardes},
title = {A Scale and Rotation Parameters Estimator Application to Technical Document Interpretation},
booktitle = {Proceedings of the International Workshop on Graphics RECognition (GREC'01)},
year = {2001},
pages = {27-34},
}

É. Trupin, J. M. Ogier, U. S. Adam, and J. Gardes, « Navigation into technical documents, » in Proceedings of the international workshop on graphics recognition (grec’01), 2001, pp. 27-34.
[Bibtex]

@inproceedings{grec2001b,
author = {\'E. Trupin, and J.M. Ogier and \underline{S. Adam} and J. Gardes},
title = {Navigation into Technical Documents},
booktitle = {Proceedings of the International Workshop on Graphics RECognition (GREC'01)},
year = {2001},
pages = {27-34},
}

J. Gardes, J. M. Ogier, U. S. Adam, and R. Mullot, « Caati – a system-based dynamic document interpretation device, » in Proceedings of the international workshop on graphics recognition (grec’01), 2001, pp. 301-311.
[Bibtex]

@inproceedings{grec2001c,
author = {J. Gardes and J.M. Ogier and \underline{S. Adam} and R. Mullot},
title = {CAATI - A System-Based Dynamic Document Interpretation Device},
booktitle = {Proceedings of the International Workshop on Graphics RECognition (GREC'01)},
year = {2001},
pages = {301-311},
}

J. M. Ogier, U. S. Adam, A. Bessaid, and H. Bechar, « Automatic topographic map analysis system : an overview, » in Proceedings of the international workshop on graphics recognition (grec’01), 2001, pp. 229-244.
[Bibtex]

@inproceedings{grec2001d,
author = {J.M. Ogier and \underline{S. Adam} and A. Bessaid and H. Bechar},
title = {Automatic Topographic Map Analysis System : an overview},
booktitle = {Proceedings of the International Workshop on Graphics RECognition (GREC'01)},
year = {2001},
pages = {229-244},
}

U. S. Adam, F. Rousseau, J. M. Ogier, C. Cariou, R. Mullot, J. Labiche, and J. Gardes, « A multi-scale and multi-orientation recognition technique applied to document interpretation application to french telephone network maps, » in Proceedings of the international conference on acoustics, speech, and signal processing (icassp’01), 2001, p. 1509–1512.
[Bibtex]

@inproceedings{icassp2001,
author = {\underline{S. Adam} and F. Rousseau and J.M. Ogier and C. Cariou and R. Mullot and J. Labiche and J. Gardes},
title = {A multi-scale and multi-orientation recognition technique applied to document interpretation application to french telephone network maps},
booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP'01)},
year = {2001},
pages = {1509--1512},
}

2000

U. S. Adam, J. M. Ogier, C. Cariou, R. Mullot, J. Labiche, and J. Gardes, « Symbol and character recognition: application to engineering drawings, » International journal of document analysis and recognition (ijdar), vol. 3, iss. 2, pp. 89-101, 2000.
[Bibtex]

@article{ijdar2000,
author = {\underline{S. Adam} and J.M. Ogier and C. Cariou and R. Mullot and J. Labiche and J. Gardes},
title = {Symbol and character recognition: application to engineering drawings},
journal = {International Journal of Document Analysis and Recognition (IJDAR)},
volume = {3},
number = {2},
year = {2000},
pages = {89-101},
ee = {http://link.springer.de/link/service/journals/10032/bibs/0003002/00030089.htm},
bibsource = {DBLP, http://dblp.uni-trier.de}
}

U. S. Adam, J. M. Ogier, C. Cariou, J. Gardes, R. Mullot, and Y. Lecourtier, « Combination of invariant pattern recognition primitives on technical documents, » in Selected papers from the third international workshop on graphics recognition, recent advances, London, UK: Springer-Verlag, 2000, p. 238–245.
[Bibtex]

@InCollection{lncs00a,
author = {\underline{S. Adam} and J.M. Ogier and C. Cariou and J. Gardes and R. Mullot and Y. Lecourtier},
title = {Combination of Invariant Pattern Recognition Primitives on Technical Documents},
booktitle = {Selected Papers from the Third International Workshop on Graphics Recognition, Recent Advances},
year = {2000},
isbn = {3-540-41222-0},
pages = {238--245},
publisher = {Springer-Verlag},
address = {London, UK},
}

U. S. Adam, R. Mullot, J. M. Ogier, C. Cariou, J. Gardes, and Y. Lecourtier, « Processing of the connected shapes in raster-to-vector conversion process, » in Selected papers from the third international workshop on graphics recognition, recent advances, London, UK: Springer-Verlag, 2000, p. 28–38.
[Bibtex]

@InCollection{lncs00b,
author = {\underline{S. Adam} and R. Mullot and J.M. Ogier and C. Cariou and J. Gardes and Y. Lecourtier},
title = {Processing of the Connected Shapes in Raster-to-Vector Conversion Process},
booktitle = {Selected Papers from the Third International Workshop on Graphics Recognition, Recent Advances},
year = {2000},
pages = {28--38},
publisher = {Springer-Verlag},
address = {London, UK},
}

V. Grenier, R. Mullot, J. M. Ogier, U. S. Adam, J. Gardes, and Y. Lecourtier, « Distribution d’opãƒæ’ã†â€™ãƒâ€šã‚â©rateurs pour l’analyse de documents techniques, » in Actes du colloque international francophone sur l’écrit et le document (cifed’00), 2000, pp. 151-160.
[Bibtex]

@InProceedings{cifed2000a,
author = {V. Grenier and R. Mullot and J.M. Ogier and \underline{S. Adam} and J. Gardes and Y. Lecourtier},
title = {Distribution d'OpÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©rateurs pour l'Analyse de Documents Techniques},
booktitle = {Actes du Colloque International Francophone sur l'\'Ecrit et le Document (CIFED'00)},
pages = {151-160},
year = 2000
}

U. S. Adam, J. M. Ogier, C. Cariou, R. Mullot, J. Gardes, and J. Labiche, « Reconnaissance de formes multi-orientãƒæ’ã†â€™ãƒâ€šã‚â©es et multi-ãƒæ’ã†â€™ãƒâ€šã‚â©chelle: application ãƒæ’ã†â€™ l’analyse automatique de documents techniques, » in Actes du colloque international francophone sur l’écrit et le document (cifed’00), 2000, pp. 21-30.
[Bibtex]

@InProceedings{cifed2000b,
author = {\underline{S. Adam} and J. M. Ogier and C. Cariou and R. Mullot and J. Gardes and J. Labiche},
title = {Reconnaissance de Formes Multi-OrientÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©es et multi-ÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©chelle: Application ÃƒÆ’Ã†â€™ l'Analyse Automatique de Documents Techniques},
booktitle = {Actes du Colloque International Francophone sur l'\'Ecrit et le Document (CIFED'00)},
pages =  {21-30},
year = 2000
}

V. Grenier, R. Mullot, J. M. Ogier, U. S. Adam, J. Gardes, and Y. Lecourtier, « Une architecture distribuãƒæ’ã†â€™ãƒâ€šã‚â©e pour l’interprãƒæ’ã†â€™ãƒâ€šã‚â©tation de documents techniques, » in Actes du congrãƒæ’ã†â€™ãƒâ€šã‚â¨s reconnaissance de formes et intelligence artificielle (rfia’00), 2000, pp. 427-436.
[Bibtex]

@InProceedings{rfia2000a,
author = {V. Grenier and R. Mullot and J.M. Ogier and \underline{S. Adam} and J. Gardes and Y. Lecourtier},
title = {Une architecture distribuÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©e pour l'interprÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©tation de documents techniques},
booktitle = {Actes du CongrÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â¨s Reconnaissance de Formes et Intelligence Artificielle (RFIA'00)},
pages = {427-436},
year = 2000
}

U. S. Adam, R. Mullot, J. M. Ogier, C. Cariou, and J. Gardes, « Interprãƒæ’ã†â€™ãƒâ€šã‚â©tation de documents du rãƒæ’ã†â€™ãƒâ€šã‚â©seau tãƒæ’ã†â€™ãƒâ€šã‚â©lãƒæ’ã†â€™ãƒâ€šã‚â©phonique : approche multi-spãƒæ’ã†â€™ãƒâ€šã‚â©cialistes, » in Actes du congrãƒæ’ã†â€™ãƒâ€šã‚â¨s reconnaissance de formes et intelligence artificielle (rfia’00), 2000, pp. 357-364.
[Bibtex]

@InProceedings{rfia2000b,
author = {\underline{S. Adam} and R. Mullot and J.M. Ogier and C. Cariou and J. Gardes},
title = {InterprÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©tation de documents du rÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©seau tÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©lÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©phonique : Approche multi-spÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©cialistes},
booktitle = {Actes du CongrÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â¨s Reconnaissance de Formes et Intelligence Artificielle (RFIA'00)},
pages = {357-364},
year = 2000
}

C. Cariou, J. M. Ogier, U. S. Adam, J. Gardes, R. Mullot, and Y. Lecourtier, « Reconnaissance de formes multi-ãƒæ’ã†â€™ãƒâ€šã‚â©chelle sur documents techniques, » in Actes du colloque du groupe de recherche et d’études en traitement du signal et des images (gretsi’99), 2000, pp. 283-286.
[Bibtex]

@InProceedings{gretsi1999,
author = {C. Cariou and J.M. Ogier and \underline{S. Adam} and J. Gardes and R. Mullot and Y. Lecourtier},
title = {Reconnaissance de Formes Multi-ÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©chelle sur Documents Techniques},
booktitle = {Actes du Colloque du Groupe de Recherche et d'\'Etudes en Traitement du Signal et des Images (GRETSI'99)},
pages = {283-286},
year = 2000
}

1999

C. Cariou, J-M. Ogier, U. S. Adam, R. Mullot, Y. Lecourtier, and J. Gardes, « A multiscale and multiorientation recognition technique applied to document interpretation: application to the French telephone network maps, » International journal of pattern recognition and artificial intelligence (ijprai), vol. 13, iss. 8, pp. 1201-1218, 1999.
[Bibtex]

@article{ijprai1999,
author = {C. Cariou and J-M. Ogier and \underline{S. Adam} and R. Mullot and Y. Lecourtier and J. Gardes},
title = {A Multiscale and Multiorientation Recognition Technique Applied to Document Interpretation: Application to the {F}rench Telephone Network Maps},
journal = {International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI)},
volume = {13},
number = {8},
year = {1999},
pages = {1201-1218},
bibsource = {DBLP, http://dblp.uni-trier.de}
}

U. S. Adam, J. Gardes, Y. Lecourtier, J. M. Ogier, and R. Mullot, « Multi-scaled and multi oriented character recognition: an original strategy, » in Proceedings of the international conference on document analysis and recognition (icdar’99), 1999, pp. 45-48.
[Bibtex]

@inproceedings{icdar1999,
author = {\underline{S. Adam} and J. Gardes and Y. Lecourtier and J.M. Ogier and R. Mullot},
title = {Multi-Scaled and Multi Oriented Character Recognition: An Original Strategy},
booktitle = {Proceedings of the International Conference on Document Analysis and Recognition (ICDAR'99)},
year = {1999},
pages = {45-48},
}

J-M. Ogier, C. Cariou, U. S. Adam, J. Gardes, R. Mullot, and Y. Lecourtier, « Similitude invariant pattern recognition on technical documents, » in Proceedings of the international conference on image processing (icip’99), 1999, pp. 570-574.
[Bibtex]

@inproceedings{icip1999,
author = {J-M. Ogier and C. Cariou and \underline{S. Adam} and J. Gardes and R. Mullot and Y. Lecourtier},
title = {Similitude Invariant Pattern Recognition on Technical Documents},
booktitle = {Proceedings of the International Conference on Image Processing (ICIP'99)},
year = {1999},
pages = {570-574},
}

U. S. Adam, J-M. Ogier, C. Cariou, J. Gardes, R. Mullot, and Y. Lecourtier, « Combination of invariant pattern recognition primitives on technical documents, » in Proceedings of the international workshop on graphics recognition (grec’99), 1999, pp. 238-245.
[Bibtex]

@inproceedings{grec1999a,
author = {\underline{S. Adam} and J-M. Ogier and C. Cariou and J. Gardes and R. Mullot and Y. Lecourtier},
title = {Combination of Invariant Pattern Recognition Primitives on Technical Documents},
booktitle = {Proceedings of the International Workshop on Graphics RECognition (GREC'99)},
year = {1999},
pages = {238-245},
}

U. S. Adam, R. Mullot, J-M. Ogier, C. Cariou, J. Gardes, and Y. Lecourtier, « Processing of the connected shapes in raster-to-vector conversion process, » in Proceedings of the international workshop on graphics recognition (grec’99), 1999, pp. 28-38.
[Bibtex]

@inproceedings{grec1999b,
author = {\underline{S. Adam} and R. Mullot and J-M. Ogier and C. Cariou and J. Gardes and Y. Lecourtier},
title = {Processing of the Connected Shapes in Raster-to-Vector Conversion Process},
booktitle = {Proceedings of the International Workshop on Graphics RECognition (GREC'99)},
year = {1999},
pages = {28-38},
}

U. S. Adam, R. Mullot, J. M. Ogier, C. Cariou, and J. Gardes, « Stratãƒæ’ã†â€™ãƒâ€šã‚â©gie multi-spãƒæ’ã†â€™ãƒâ€šã‚â©cialistes d’extraction d’information sur des documents techniques, » in Actes du colloque international sur le document electronique (cide’99), 1999, pp. 139-153.
[Bibtex]

@InProceedings{cide1999a,
author = {\underline{S. Adam} and R. Mullot and J.M. Ogier and C. Cariou and J. Gardes},
title = {StratÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©gie multi-spÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©cialistes d'Extraction d'Information sur des Documents Techniques},
booktitle = {Actes du Colloque International sur le Document Electronique (CIDE'99)},
pages = {139-153},
year = 1999
}

V. Grenier, R. Mullot, J. M. Ogier, U. S. Adam, J. Gardes, and Y. Lecourtier, « Proposition d’architecture distribuãƒæ’ã†â€™ãƒâ€šã‚â©e pour un systãƒæ’ã†â€™ãƒâ€šã‚â¨me de rãƒæ’ã†â€™ãƒâ€šã‚â©tro-conversion de documents techniques, » in Actes du colloque international sur le document electronique (cide’99), 1999, pp. 139-153.
[Bibtex]

@InProceedings{cide1999b,
author = {V. Grenier and R. Mullot and J.M. Ogier and \underline{S. Adam} and J. Gardes and Y. Lecourtier},
title = {Proposition d'Architecture DistribuÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©e pour un SystÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â¨me de rÃƒÆ’Ã†â€™Ãƒâ€šÃ‚Â©tro-conversion de Documents Techniques},
booktitle = {Actes du Colloque International sur le Document Electronique (CIDE'99)},
pages = {139-153},
year = 1999
}

H. Locteau, U. S. Adam, É. Trupin, J. Labiche, and P. Héroux, « Symbol spotting using full visibility graph representation, » in Proceedings of the iapr workshop on graphics recognition (grec’07), .
[Bibtex]

@InProceedings{grec2007a,
author = {H. Locteau and \underline{S. Adam} and \'E. Trupin and J. Labiche and P. H\'eroux},
title = {Symbol Spotting Using Full Visibility Graph Representation},
booktitle = {Proceedings of the IAPR Workshop on Graphics Recognition (GREC'07)},
year = 2007
pages = {49-50}
}