Julien Lerouge

Julien Lerouge

Senior Data Scientist @ QuickSign
  • Deep learning
  • Image processing
  • Document analysis & understanding (classification, OCR, NLP)

Publications

2023

2022

2021

2020

2019

2018

2017

  • 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, Volume 72, Pages 254-265, 2017. 
    @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={Elsevier}
}

  • M. Mehri, P. Héroux, J. Lerouge and R. Mullot, "Page Retrieval System in Digitized Historical Books Based on Error-Tolerant Subgraph Matching" , 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), 2017. 
    @inproceedings{mehri2017page,
  title={Page Retrieval System in Digitized Historical Books Based on Error-tolerant Subgraph Matching},
  author={Mehri, Maroua and H{\'e}roux, Pierre and Lerouge, Julien and Mullot, R{\'e}my},
  booktitle={2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR)},
  volume={1},
  pages={1168--1173},
  year={2017},
  organization={IEEE}
}

2016

  • J. Lerouge, M. Hammami, P. Héroux and S. Adam, "Minimum Cost Subgraph Matching Using a Binary Linear Program" , Pattern Recognition Letters, Volume 71, Pages 45-51, 2016. 
    @article{lerouge2015minimum,
  title={Minimum Cost Subgraph Matching Using a Binary Linear Program},
  author={Lerouge, Julien and Hammami, Maroua and H{\'e}roux, Pierre and Adam, S{\'e}bastien},
  journal={Pattern Recognition Letters},
  year={2015},
  publisher={Elsevier}
}

  • W. Swaileh, J. Lerouge and T. Paquet, "A Unified French/English syllabic model for handwriting recognition" , 15th International Conference on Frontiers in Handwriting Recognition (ICFHR), 2016. 
    @inproceedings{swaileh2016unified,
  title={A Unified French/English syllabic model for handwriting recognition},
  author={Swaileh, Wassim and Lerouge, Julien and Paquet, Thierry},
  booktitle={2016 15th International Conference on Frontiers in Handwriting Recognition (ICFHR)},
  pages={536--541},
  year={2016},
  organization={IEEE}
}

  • J. Lerouge, Z. Abu-Aisheh, R. Raveaux, P. Héroux and S. Adam, "Exact Graph Edit Distance Computation Using a Binary Linear Program" , IAPR Joint International Workshops on Structural, Syntactic, and Statistical Pattern Recognition, pp. 485-495, 2016. 
    @inproceedings{lerouge2016exact,
  title={Exact graph edit distance computation using a binary linear program},
  author={Lerouge, Julien and Abu-Aisheh, Zeina and Raveaux, Romain and H{\'e}roux, Pierre and Adam, S{\'e}bastien},
  booktitle={Joint IAPR International Workshops on Statistical Techniques in Pattern Recognition (SPR) and Structural and Syntactic Pattern Recognition (SSPR)},
  pages={485--495},
  year={2016},
  organization={Springer}
}

2015

  • J. Lerouge, P. Le Bodic, P. Héroux and S. Adam, "GEM++: A Tool for Solving Substitution-Tolerant Subgraph Isomorphism" , Proceedings of Graph-Based Representations in Pattern Recognition: 10th IAPR-TC-15 International Workshop, GbRPR 2015, Beijing, China, May 13-15, 2015. Lecture Notes in Computer Science Vol. 9069. Springer, 2015. 
    @inproceedings{lerouge2015gem++,
  title={GEM++: A Tool for Solving Substitution-Tolerant Subgraph Isomorphism},
  author={Lerouge, Julien and Le Bodic, Pierre and H{\'e}roux, Pierre and Adam, S{\'e}bastien},
  booktitle={Graph-Based Representations in Pattern Recognition: 10th IAPR-TC-15 International Workshop, GbRPR 2015, Beijing, China, May 13-15, 2015. Proceedings.},
  series = {Lecture Notes in Computer Science},
  volume={9069},
  pages={128},
  year={2015},
  organization={Springer}
}

  • J. Lerouge, R. Hérault, C. Chatelain, F. Jardin and R. Modzelewski, "IODA: An input/output deep architecture for image labeling" , Pattern Recognition, vol. 48, iss. 9, pp. 2847-2858, 2015. 
    @article{lerouge2015ioda,
  title={IODA: An input/output deep architecture for image labeling},
  author={Lerouge, Julien and Hérault, Romain and Chatelain, Clément and Jardin, Fabrice and Modzelewski, Romain},
  journal={Pattern Recognition},
  volume={48},
  number={9},
  pages={2847--2858},
  year={2015},
  publisher={Elsevier}
}

  • P. Tranouez, S. Nicolas, J. Lerouge and T. Paquet, "PIVAJ: an article-centered platform for digitzed newspapers" , Archiving Conference, Volume 2015, Number 1, May 2015, pp. 40-43(4). 
    @article{tranouez2015pivaj,
  title={PIVAJ: an article-centered platform for digitized newspapers},
  author={Tranouez, Pierrick and Nicolas, St{\'e}phane and Lerouge, Julien and Paquet, Thierry},
  journal={Archiving Conference},
  volume={2015},
  number={1},
  pages={40--43},
  year={2015},
  publisher={Society for Imaging Science and Technology}
}

  • J. Lerouge, R. Hérault, C. Chatelain, J. Kraut and R. Modzelewski, "Segmentation des muscles squelettiques sur coupe TDM par méthode de réseau de neurones profond de grande dimension" , 8èmes journées scientifiques du Cancéropôle Nord-Ouest, 2015, Deauville, France. 
    @inproceedings{lerouge:hal-01153166,
  TITLE = {Segmentation des muscles squelettiques sur coupe TDM par m{\'e}thode de réseau de neurones profond de grande dimension},
  AUTHOR = {Lerouge, J and Herault, R and Chatelain, C and Kraut, J and Modzelewski, R},
  URL = {https://hal.archives-ouvertes.fr/hal-01153166},
  BOOKTITLE = {8{\`e}mes journ{\'e}es scientifiques du Canc{\'e}rop{\^o}le Nord-Ouest},
  ADDRESS = {Deauville, France},
  YEAR = {2015},
  HAL_ID = {hal-01153166},
  HAL_VERSION = {v1},
}

  • J. Lerouge, Z. Abu-Aisheh, R. Raveaux, P. Héroux and S. Adam, "Graph edit distance : a new binary linear programming formulation" , arXiv preprint arXiv:1505.05740, 2015. 
    @article{lerouge2015graph,
  title={Graph edit distance: a new binary linear programming formulation},
  author={Lerouge, Julien and Abu-Aisheh, Zeina and Raveaux, Romain and H{\'e}roux, Pierre and Adam, S{\'e}bastien},
  journal={arXiv preprint arXiv:1505.05740},
  year={2015}
}

  • M. Mehri, P. Gomez-Kramer, P. Héroux, M. Coustaty, J. Lerouge and R. Mullot, "A bottom-up method using texture features and a graph-based representation for lettrine recognition and classification" , 13th International Conference on Document Analysis and Recognition (ICDAR), 2015. 
    @inproceedings{mehri2015bottom,
  title={A bottom-up method using texture features and a graph-based representation for lettrine recognition and classification},
  author={Mehri, Maroua and Gomez-Kr{\"a}mer, Petra and H{\'e}roux, Pierre and Coustaty, Micka{\"e}l and Lerouge, Julien and Mullot, R{\'e}my},
  booktitle={2015 13th International Conference on Document Analysis and Recognition (ICDAR)},
  pages={226--230},
  year={2015},
  organization={IEEE}
}

  • M. Mehri, P. Héroux, J. Lerouge, P. Gomez-Kramer and R. Mullot, "A structural signature based on texture for digitized historical book page categorization" , 13th International Conference on Document Analysis and Recognition (ICDAR), 2015. 
    @inproceedings{mehri2015structural,
  title={A structural signature based on texture for digitized historical book page categorization},
  author={Mehri, Maroua and H{\'e}roux, Pierre and Lerouge, Julien and Gomez-Kr{\"a}mer, Petra and Mullot, R{\'e}my},
  booktitle={13th International Conference on Document Analysis and Recognition (ICDAR), 2015.},
  pages={116--120},
  year={2015},
  organization={IEEE}
}