Les publications

Journal articles

2023

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Lyes Bouchama, Bernadette Dorizzi, Marc Thellier, Jacques Klossa, Yaneck Gottesman. Fourier ptychographic microscopy image enhancement with bi-modal deep learning. Biomedical optics express, 2023, 14 (7), pp.3172-3189. ⟨10.1364/BOE.489776⟩. ⟨hal-04174327⟩

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Max Cohen, Maurice Charbit, Sylvain Le Corff. Last layer state space model for representation learning and uncertainty quantification. IEEE Workshop Statistical Signal Processing, 2023. ⟨hal-04146454⟩

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Colin Laville, Catalin Fetita, Thomas Gille, Pierre-Yves Brillet, Hilario Nunes, et al.. Comparison of optimization parametrizations for regional lung compliance estimation using personalized pulmonary poromechanical modeling. Biomechanics and Modeling in Mechanobiology, 2023, 22, pp.1541-1554. ⟨10.1007/s10237-023-01691-9⟩. ⟨hal-04199401⟩

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Yantao Li, Song Ruan, Huafeng Qin, Shaojiang Deng, Mounim El-Yacoubi. Transformer based defense GAN against palm-vein adversarial attacks. IEEE Transactions on Information Forensics and Security, 2023, 18, pp.1509 - 1523. ⟨10.1109/TIFS.2023.3243782⟩. ⟨hal-03987141⟩

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Madjid Maidi, Samir Otmane, Yassine Lehiani, Marius Preda. Object detection enhanced by hybrid overlay for augmented reality. International Journal of Semantic Computing, 2023, ⟨10.1142/S1793351X23300029⟩. ⟨hal-04167814⟩

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Omar El Mellouki, Mohamed Ibn Khedher, Mounim A El-Yacoubi. Abstract layer for leakyReLU for neural network verification based on abstract interpretation. IEEE Access, 2023, 11, pp.33401 - 33413. ⟨10.1109/ACCESS.2023.3263145⟩. ⟨hal-04058040⟩

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Huafeng Qin, Changqing Gong, Yantao Li, Xinbo Gao, Mounim El-Yacoubi. Label enhancement based multi-scale transformer for palm-vein recognition. IEEE Transactions on Instrumentation and Measurement, 2023, 72, pp.1-1. ⟨10.1109/TIM.2023.3261909⟩. ⟨hal-04058053⟩

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Serena Zanelli, Mounim a El Yacoubi, Magid Hallab, Mehdi Ammi. Type 2 diabetes detection with light CNN from single raw PPG wave. IEEE Access, 2023, 11, pp.57652-57665. ⟨10.1109/ACCESS.2023.3274484⟩. ⟨hal-04130889⟩

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2022

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Majd Abazid, Nesma Houmani, Bernadette Dorizzi, Jérôme Boudy, Jean Mariani, et al.. Weighted brain network analysis on different stages of clinical cognitive decline. Bioengineering, 2022, 9 (2), pp.62. ⟨10.3390/bioengineering9020062⟩. ⟨hal-03953134⟩

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Mohamed Allouche, Mihai Mitrea. Video fingerprinting: past, present, and future. Frontiers in Signal Processing, 2022, 2, pp.1-25. ⟨10.3389/frsip.2022.984169⟩. ⟨hal-03932945⟩

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Daniela Carfora, Suyeon Kim, Nesma Houmani, Sonia Garcia-Salicetti, Anne-Sophie Rigaud. On extracting digitized spiral dynamics’ representations: a study on transfer learning for early Alzheimer’s detection. Bioengineering, 2022, 9 (8), pp.375. ⟨10.3390/bioengineering9080375⟩. ⟨hal-03953214⟩

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Quang Dao, Mounim El-Yacoubi, Anne-Sophie Rigaud. Detection of alzheimer disease on online handwriting using 1D convolutional neural network. IEEE Access, 2022, 11, pp.2148-2155. ⟨10.1109/ACCESS.2022.3232396⟩. ⟨hal-03987146⟩

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Maxime de Bois, Mounim El Yacoubi, Mehdi Ammi. GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes. Medical and Biological Engineering and Computing, 2022, 60 (1), pp.1-17. ⟨10.1007/s11517-021-02437-4⟩. ⟨hal-03952810⟩

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Holger Fröhlich, Noémi Bontridder, Dijana Petrovska-Delacréta, Enrico Glaab, Felix Kluge, et al.. Leveraging the potential of digital technology for better individualized treatment of parkinson's disease. Frontiers in Neurology, 2022, 13 (788427), pp.1-13. ⟨10.3389/fneur.2022.788427⟩. ⟨hal-03770934⟩

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Mohamed Amine Hmani, Dijana Petrovska‐delacrétaz, Bernadette Dorizzi. Locality preserving binary face representations using auto‐encoders. IET Biometrics, 2022, 11 (5), pp.445-458. ⟨10.1049/bme2.12096⟩. ⟨hal-03944066⟩

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