Our scientific papers

Belhakimi, A. M., Chiron, G., Arrestier, F., & Awal, A. M. (2023, March). Are Attention blocks better than BiLSTM for text recognition?. In Proceedings of the 2023 8th International Conference on Machine Learning Technologies (pp. 201-207).

Neitthoffer, T., Lemaitre, A., Coüasnon, B., Soullard, Y., & Awal, A. M. (2023, August). Knowledge Integration Inside Multitask Network for Analysis of Unseen ID Types. In International Conference on Document Analysis and Recognition (pp. 302-317). Cham: Springer Nature Switzerland.

D. Simmonet, A.M. Awal. A GAN Based Approach to Compare Identical Images with Generative Noise. In: International Conference on Image Analysis and Processing. Springer, Cham, 2022. p. 225-236. doi: 10.1007/978-3-031-06430-2_19

L. Younes, A. M. Awal. Face detection in identity documents: an efficient security feature under challenging constraints. Short Paper, DAS22

F. Arrestier, G. Chiron, A. M. Awal. One-Shot classification of ID Documents, Short Paper, DAS22

A.M. Awal, T. Neitthoffer, N. Ghanmi. Data augmentation vs. PyraD-DCNN: a Fast, Light, and Shift Invariant FCNN for Text RecognitionIn: Barney Smith E.H., Pal U. (eds) Document Analysis and Recognition – ICDAR 2021 Workshops. ICDAR 2021. Lecture Notes in Computer Science, 2021, vol 12917. Springer, Cham., doi : 10.1007/978-3-030-86159-9_3

N. Ghanmi, C. Nabli, A.M. Awal. CheckSim: a reference-based identity document verification by image similarity measureDocument Analysis and Recognition – ICDAR 2021 Workshops. ICDAR 2021. Lecture Notes in Computer Science, 2021vol 12916. Springer, Cham., doi : 10.1007/978-3-030-86198-8_30

G. Chiron, F. Arrestier, A.M. Awal,  Fast End-to-end Deep Learning Identity Document Detection, Classification and Cropping, In: Lladós J., Lopresti D., Uchida S. (eds) Document Analysis and Recognition – ICDAR 2021, Lecture Notes in Computer Science2021, vol 12824. Springer, Cham., doi: 10.1007/978-3-030-86337-1_23

G. Chiron, N. Ghanmi, A.M. Awal, ID Documents Matching and Localization with Multi-Hypothesis Constraints2020 25th International Conference on Pattern Recognition (ICPR), 2021, pp. 3644-3651, doi: 10.1109/ICPR48806.2021.9412437.

J. Jouanne, Q. Dauchy, A.M. Awal, PyraD-DCNN: a Fully Convolutional Neural Network for signal to sequence modeling, application on Offline Text Recognition systemsInternational Workshop on Computational Aspects of Deep Learning (CADL2020)2021, doi:10.1007/978-3-030-68763-2_49

N. Ghanmi, A.M. Awal. A New Descriptor for Pattern Matching: Application to Identity Document Verification. 13th IAPR International Workshop on Document Analysis Systems (DAS), Vienna, Austria, 2018, pp. 375-380, doi: 10.1109/DAS.2018.74.

F. Chevalier, S. Ferré. Entering the digital customer onboarding Era: How the Semantic Web Can HelpInternational Semantic Web Conference (ISWC), Vienna, Austria, 2017.

M. Awal, N. Ghanmi, R. Sicre, T. Furon. Complex Document Classification and Localization: Application on Identity Document Images14th IAPR International Conference on Document Analysis and Recognition (ICDAR)2017, pp. 426-431, doi: 10.1109/ICDAR.2017.77

N. Ghanmi, A.M. Awal, Dynamic Bayesian Networks for Handwritten Arabic Word Recognition1st International Workshop on Arabic Script Analysis and Recognition (ASAR)2017, pp. 104-108, doi: 10.1109/ASAR.2017.8067769.

F. Chevalier. AutoRDF – Using OWL as an Object Graph Mapping (OGM) Specification Language. In: Sack H., Rizzo G., Steinmetz N., Mladenić D., Auer S., Lange C. (eds) The Semantic Web. ESWC 2016. Lecture Notes in Computer Science2016, vol 9989. Springer, Cham. doi: 10.1007/978-3-319-47602-5_30

R. Sicre, A. M. Awal, T. Furron.Identity Documents Classification as an Image Classification ProblemICIAP 2017 – 19th International Conference on Image Analysis and Processing, Sep 2017, Catania, Italy. pp.602-613, doi: 10.1007/978-3-319-68548-9_55

M. Awal, A. Almaksour. Classification et extraction des documents complexes à partir des images issues d’un périphérique mobile : Application aux documents d’identité, Colloque International Francophone sur l’Ecrit et le Document, 2016, pp. 575-588.


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