Publications

  • Publications in international journals
  • Doctoral thesis
    • W. Swaileh, Language Modeling for Handwriting Recognition., 2017. PhD thesis. University of Rouen Normandy.
      • Manuscript
      • Slides
  • Publications in proceedings of international conferences
    • W. Swaileh, D. Kotzinos, S. Ghosh, M. Jordan, S. Vu, Y.Qian, Versailles-FP dataset: Wall Detection in Ancient Floor Plans, 16th International Conference on Document Analysis and Recognition (ICDAR 2021),
    • W. Swaileh, T. Paquet, S. Adam, et al. A Named Entity Extraction System for Historical Financial Data. In: International Workshop on Document Analysis Systems (DAS 2020). Springer, Cham, 2020. p. 324-340.
    • Y. Soullard, W. Swaileh, P. Tranouez, T. Paquet, C. Chatelain, text recognition using optical and language, 15th IAPR International Conference on Document Analysis and Recognition (ICDAR 2017).
    • W. Swaileh, T Paquet, Y. Soullard, P. Tranouez, Handwriting Recognition with Multigrams, 14th IAPR International Conference on Document Analysis and Recognition (ICDAR 2017), DOI: 10.1109 / ICDAR.2017.31
    • W. Swaileh, J Lerouge, T Paquet, A unified French / English syllabic model for handwriting recognition, 15th International Conference on Frontiers in handwriting recognition (ICFHR 2016), DOI: 10.1109 / ICFHR.2016.0104.
  • Publications in national journals
    • W. Swaileh, T. Package, A Syllabic Model of French and English for Handwriting Recognition, Digital Document 19 (2), 117-134.
  • Communication in national conferences
    • W. Swaileh, K. Ait Mohand, T. Paquet, A syllabic model for the recognition of writing, proceedings of the CORIA-CIFED conference, Toulouse, pp. 23-37, 2016.
  • Presentation at workshops
    • Florent Imbert, Wassim Swaileh, Yann Soullard, Eric Anquetil, Toward Deep neural network for pen trajectory reconstruction from kinematic sensors​, (SIFED 2022)
    • J. Mansouri, F. Cavarretta, W. Swaileh, D. Kotzinos, Completely UnsupervisedOpinion Mining in professional groups’ discussions, OpLaDyn Satellite of Networks 2021
    • W. Swaileh, T. Paquet, Handwriting Recognition with Multi-gram language models, TALADOC & SIFED 2017.
    • W. Swaileh, K. Ait Mohand, T. Paquet, Multi-script iterative steerable directional filtering for handwritten text line extraction, 5th International Workshop on Multilingual OCR at ICDAR 2015.
    • W. Swaileh, S. Nicolas, C. Petitjean, An Evidential Markov Random FieldsModel For Cardiac MR Image Segmentation, Scholar press (67 pages) ISBN: 9783639862287.
  • Article in submission or archived
    • Wassim Swaileh, Florent Imbert, Yann Soullard, Romain Tavenard and Eric Anquetil, Online Handwriting Trajectory Reconstruction from Kinematic Sensors using Temporal Convolutional Network – International Journal on Document Analysis and Recognition (IJDAR), under review.
    • M. Jordan, D. Desbourdes-Morin, N. Priniotakis, W. Swaileh, B. Ringot, M. da Vinha, VERSPERA, du plan d’époque à la visite virtuelle – Une fructueuse collaboration interdisciplinaire – l’humanité numérique journal, under review
    • Y.Qian, X. Zhang, W. Swaileh, W. Li, B. Wang, J. Chen, W. Zhou, J. Lei, Towards Robust DNNs: A Taylor Expansion-Based Method for Generating Adversarial Examples. arXiv, 2020, p. arXiv: 2001.08389.
    • Y. Qian, X. Zhang, B. Wang, W. Li, Z. Gu, H. Wang, & W. Swaileh (2020). TEAM: We Need More Powerful Adversarial Examples for DNNs. arXiv preprint arXiv: 2007.15836.
    • W. Swaileh, T. Paquet, A syllable based model for handwriting recognition, arXiv preprint arXiv: 1808.07277.
  • Tutorials
    • W. Swaileh, T. Package, Getting Started with Kaldi / WFST Toolkit, ResearchGateMethods DOI: 10.13140 / RG.2.2.23442.50880.