Les publications

Journal articles

2024

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Mounim El Yacoubi, Umapada Pal, Eric Granger, Pong Chi Yuen. Special section: best papers of the international conference on pattern recognition and artificial intelligence (ICPRAI) 2022.. Pattern Recognition Letters, 2024, 177, pp.150. ⟨10.1016/j.patrec.2023.12.011⟩. ⟨hal-04364347⟩

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Xavier Guerra, Simon Rennotte, Catalin Fetita, Marouane Boubaya, Marie-Pierre Debray, et al.. U-net convolutional neural network applied to progressive fibrotic interstitial lung disease: is progression at CT scan associated with a clinical outcome?. Respiratory Medicine and Research, 2024, 85, pp.101058. ⟨10.1016/j.resmer.2023.101058⟩. ⟨hal-04303262⟩

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2023

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Lyes Bouchama, Bernadette Dorizzi, Yaneck Gottesman, Jacques Klossa. A physics-inspired deep learning framework for an efficient fourier ptychographic microscopy reconstruction under low overlap conditions. Sensors, 2023, 23 (15), pp.6829. ⟨10.3390/s23156829⟩. ⟨hal-04397977⟩

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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, ⟨10.48550/arXiv.2307.01566⟩. ⟨hal-04146454⟩

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J.C. Cousin, Muriel Muller, Nour Awarkeh, Nel Samama. 2D indoor localization resolution improvement using IR-UWB stepped frequencies signals. IEEE Sensors Letters, 2023, ⟨10.1109/LSENS.2023.3328793⟩. ⟨hal-04277586⟩

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Catalin Fetita, Jean Richeux, Antoine Didier, Mathilde Maury, Jasper Flint, et al.. Comparison between computerised lung SPECT-CT and noncontrast thoracic HRCT for quantitative analysis of post-acute COVID-19 pulmonary vascular pruning. ERJ Open Research, 2023, 9 (5), pp.00076-2023. ⟨10.1183/23120541.00076-2023⟩. ⟨hal-04303024⟩

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Houda Hassini, Bernadette Dorizzi, Marc Thellier, Yaneck Gottesman, Jacques Klossa. Investigating the joint amplitude and phase imaging of stained samples in automatic diagnosis. Sensors, 2023, 23 (18), pp.7932. ⟨10.3390/s23187932⟩. ⟨hal-04397826⟩

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Lorenzo Hermez, Abdelghani Halimi, Nesma Houmani, Sonia Garcia-Salicetti, Omar Galarraga, et al.. Clinical gait analysis: characterizing normal gait and pathological deviations due to neurological diseases. Sensors, 2023, 23 (14), pp.6566. ⟨10.3390/s23146566⟩. ⟨hal-04172052⟩

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Mohamed Ibn Khedher, Houda Jmila, Mounim El Yacoubi. On the formal evaluation of the robustness of neural networks and Its pivotal relevance for AI-Based safety-critical domains. International Journal of Network Dynamics and Intelligence, 2023, 2 (4), pp.100018. ⟨10.53941/ijndi.2023.100018⟩. ⟨hal-04364344⟩

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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, Li Liu, Shaojiang Deng, Huafeng Qin, Mounim El-Yacoubi, et al.. Memory-augmented autoencoder based continuous authentication on smartphones with conditional transformer GANs. IEEE Transactions on Mobile Computing, 2023, pp.1-16. ⟨10.1109/TMC.2023.3290834⟩. ⟨hal-04304493⟩

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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, 17 (4), pp.619--631. ⟨10.1142/S1793351X23300029⟩. ⟨hal-04167814⟩

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Michael Mctear, Kristiina Jokinen, Mirza Mohtashim Alam, Qasid Saleem, Giulio Napolitano, et al.. Interaction with a virtual coach for active and healthy ageing. Sensors, 2023, 23 (5), pp.2748. ⟨10.3390/s23052748⟩. ⟨hal-04391675⟩

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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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