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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https://hal.science/hal-04174327/file/publie%CC%81-biomedical%20optics%20express.pdf BibTex
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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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https://hal.science/hal-04146454/file/lastlayerdecoupling.pdf BibTex
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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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https://hal.science/hal-04199401/file/sn-article.pdf BibTex
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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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https://hal.science/hal-04058040/file/Mellouki%20et%20al.%20%282023%29%20-%20Abstract%20Layer%20for%20LeakyReLU%20for%20Neural%20Network%20Verification%20based%20on%20Abstract%20Inte.pdf BibTex
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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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https://hal.science/hal-04130889/file/Zanelli%20et%20al.%20%282023%29%20-%20Type%202%20Diabetes%20Detection%20With%20Light%20CNN%20From%20Single%20Raw%20PPG%20Wave.pdf BibTex

2022

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Majd Abazid, Nesma Houmani, Bernadette Dorizzi, J√©r√īme 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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https://hal.science/hal-03953134/file/bioengineering-09-00062-v2.pdf BibTex
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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‚Äô representations: a study on transfer learning for early Alzheimer‚Äôs detection. Bioengineering, 2022, 9 (8), pp.375. ⟨10.3390/bioengineering9080375⟩. ⟨hal-03953214⟩
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https://hal.science/hal-03953214/file/bioengineering-09-00375-v2%281%29.pdf BibTex
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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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https://arxiv.org/pdf/2006.15946 BibTex
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Holger Fr√∂hlich, No√©mi Bontridder, Dijana Petrovska-Delacr√©ta, 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‚Äźdelacr√©taz, Bernadette Dorizzi. Locality preserving binary face representations using auto‚Äźencoders. IET Biometrics, 2022, 11 (5), pp.445-458. ⟨10.1049/bme2.12096⟩. ⟨hal-03944066⟩
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https://hal.science/hal-03944066/file/IET%20Biometrics%20-%202022%20-%20Hmani%20-%20Locality%20preserving%20binary%20face%20representations%20using%20auto%E2%80%90encoders.pdf BibTex