Nathan Ramoly, Alain Komaty, Vedrana Krivokuchahan, Lara Younes, Ahmad Montaser Awal, Sébastien Marcel. A Novel and Responsible Dataset for Presentation Attack Detection on Mobile Devices, International Joint conference on Biometrics, (IJCB), 2024, pp. 17-33.
Glen Pouliquen, Guillaume Chiron, Joseph Chazalon, Thierry Géraud, Ahmad Montaser Awal. Weakly Supervised Training for Hologram Verification in Identity Documents. 18th International Conference on Document Analysis and Recognition (ICDAR), 2024.
Alaa Elobaid, Nathan Ramoly, Lara Younes. Sum of Group Error Differences: A Critical Examination of Bias Evaluation in Biometric Verification and a Dual-Metric Measure. Symeon Papadopoulos, Eirini Ntoutsi, Ioannis Kompatsiaris. 1st International Workshop on Responsible Face Image Processing, 2024.
Nabil Ghanmi, Amine Belhakimi, Ahmad Montaser Awal. CNN-BLSTM model for Arabic text recognition for unconstrained captured identity document. International Conference on Image Analysis and Processing (ICIAP), 2023, pp 106–118.
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 Recognition, In: 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 measure, Document Analysis and Recognition – ICDAR 2021 Workshops. ICDAR 2021. Lecture Notes in Computer Science, 2021, vol 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 Science, 2021, 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 Constraints, 2020 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 systems, International 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 Help. International Semantic Web Conference (ISWC), Vienna, Austria, 2017.
M. Awal, N. Ghanmi, R. Sicre, T. Furon. Complex Document Classification and Localization: Application on Identity Document Images. 14th 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 Recognition, 1st 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 Science, 2016, 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 Problem, ICIAP 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.