Research and Scientific papers.

Glen Pouliquen, Joseph Chazalon, Guillaume Chiron, Thierry Géraud, Ahmad Montaser Awal, Verification of Dynamic Holographic Behavior in Identity Documents, 19th International Conference on Document Analysis and Recognition (ICDAR), pp. 323-339, 2025, doi: 10.1007/978-3-032-04624-6_19.

Elmokhtar Mohamed Moussa, Ioannis Sarridis, Emmanouil Krasanakis, Nathan Ramoly, Symeon Papadopoulos, Ahmad-Montaser Awal, Lara Younes. Face-swapping Based Data Augmentation for ID Document and Selfie Face Verification, Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops, (SynRDinBAS workshop), pp. 1421-1428, 2025.

Carlos Boned, Maxime Talarmain, Nabil Ghanmi, Guillaume Chiron, Sanket Biswas, Ahmad Montaser Awal, Oriol Ramos Terrades. Synthetic dataset of ID and Travel Document, Scientific Data Journal 11, 1356, 2024,  doi: 10.1038/s41597-024-04160-9.

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), pp. 1-9, 2024, doi: 10.1109/IJCB62174.2024.10744500.

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), pp. 17-33, 2024, doi: 10.1007/978-3-031-70533-5_2.

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.18th International Conference on Automatic Face and Gesture Recognition (FG),  pp. 1-9, 2024, doi: 10.1109/FG59268.2024.10582012.

Nabil Ghanmi, Amine Belhakimi, Ahmad Montaser Awal. CNN-BLSTM model for Arabic text recognition for unconstrained captured identity document.  Foresti, G.L., Fusiello, A., Hancock, E. (eds) Image Analysis and Processing – ICIAP 2023Workshops, pp 106–118, 2023, doi: 10.1007/978-3-031-51023-6_10. 

Amine Belhakimi, Guillaume Chiron, Florian Arrestier, Ahmad Moontaser AwalAre Attention blocks better than BiLSTM for text recognition?. In Proceedings of the 8th International Conference on Machine Learning Technologies, pp. 201-207, 2023, doi: 10.1145/3589883.3589914.

Timothée Neitthoffer, Aurélie Lemaitre, Bertrand Coüasnon, Yann Soullard, Ahmad Montaser AwalKnowledge Integration Inside Multitask Network for Analysis of Unseen ID Types. In International Conference on Document Analysis and Recognition – ICDAR2023 workshops, . Lecture Notes in Computer Science, vol 14194. Springer, Cham, pp. 302-317, 2023, doi: 10.1007/978-3-031-41501-2_21.

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

Lara Younes, Ahmad Montaser AwalFace detection in identity documents: an efficient security feature under challenging constraints. Short Paper, Document Analysis Systems, 2022.

Florian Arrestier, Guillaume Chiron, Ahmad Montaser AwalOne-Shot classification of ID Documents, Short Paper, Document Analysis Systems, 2022.

Ahmad Montaser Awal, Timothée NeitthofferNabil GhanmiData 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. Lecture Notes in Computer Science, vol 12917. Springer, Cham., pp. 36-50, 2021, doi : 10.1007/978-3-030-86159-9_3.

Nabil Ghanmi, Cyrine Nabli, Ahmad Montaser AwalCheckSim: a reference-based identity document verification by image similarity measure, Document Analysis and Recognition – ICDAR 2021 Workshops. ICDAR 2021. Lecture Notes in Computer Science, vol 12916. Springer, Cham., pp. 422-436, 2021, doi : 10.1007/978-3-030-86198-8_30.

Guillaume Chiron, Florian Arrestier, Ahmad Montaser 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, vol 12824. Springer, Cham., pp. 333-347, 2021, doi: 10.1007/978-3-030-86337-1_23.

Guillaume  Chiron, Nabil Ghanmi, Ahmad Montaser Awal, ID Documents Matching and Localization with Multi-Hypothesis Constraints, 2020 25th International Conference on Pattern Recognition (ICPR), pp. 3644-3651, 2021, doi: 10.1109/ICPR48806.2021.9412437.

Jonthan Jouanne, Quentin Dauchy, Ahmad Montaser AwalPyraD-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.

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

Fabien Chevalier, Sébastien FerréEntering the digital customer onboarding Era: How the Semantic Web Can Help. International Semantic Web Conference (ISWC), Vienna, Austria, 2017.

Ahmad Montaser Awal, Nabil Ghanmi, Ronan Sicre, Teddy 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.

Nabil Ghanmi, Ahmad Montaser AwalDynamic Bayesian Networks for Handwritten Arabic Word Recognition, 1st International Workshop on Arabic Script Analysis and Recognition (ASAR), pp. 104-108, 2017, doi: 10.1109/ASAR.2017.8067769.

Fabien ChevalierAutoRDF – 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, vol 9989. Springer, Cham., 2016, doi: 10.1007/978-3-319-47602-5_30.

Ronan Sicre,  Ahmad Montaser Awal, Teddy Furron.Identity Documents Classification as an Image Classification Problem, ICIAP 2017 – 19th International Conference on Image Analysis and Processing, pp.602-613, 2017, doi: 10.1007/978-3-319-68548-9_55.

Ahmad Montaser Awal, A. AlmaksourClassification 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, pp. 575-588, 2016.

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