Les publications

Journal articles

2024

ref_biblio

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⟩

Accès au bibtex

ref_biblio

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⟩

Accès au bibtex

ref_biblio

Hajar Hammouch, Mounim El-Yacoubi, Huafeng Qin, Hassan Berbia. A systematic review and meta-analysis of intelligent irrigation systems. IEEE Access, 2024, pp.1-1. ⟨10.1109/ACCESS.2024.3421322⟩. ⟨hal-04655226⟩

Accès au bibtex

ref_biblio

Yantao Li, Chao Fan, Huafeng Qin, Shaojiang Deng, Mounim El-Yacoubi, et al.. Deep reinforcement learning-based feature extraction and encoding for finger-vein verification. IEEE Transactions on Emerging Topics in Computational Intelligence, 2024, pp.1-15. ⟨10.1109/TETCI.2024.3398022⟩. ⟨hal-04655228⟩

Accès au bibtex

ref_biblio

Luiz Miranda, Caroline Duc, Nathalie Redon, João Pinheiro, Bernadette Dorizzi, et al.. Automatic detection of indoor air pollution-related activities using metal-oxide gas sensors and the temporal intrinsic dimensionality estimation of data. Indoor Environments, 2024, 1 (3), pp.100026. ⟨10.1016/j.indenv.2024.100026⟩. ⟨hal-04621121⟩

Accès au bibtex

ref_biblio

Huafeng Qin, Changqing Gong, Yantao Li, Mounim El-Yacoubi, Xinbo Gao, et al.. Attention label learning to enhance interactive vein transformer for palm-vein recognition. IEEE Transactions on Biometrics, Behavior, and Identity Science, 2024, 6 (3), pp.341-351. ⟨10.1109/TBIOM.2024.3381654⟩. ⟨hal-04655230⟩

Accès au bibtex

2023

ref_biblio

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⟩

Accès au texte intégral et bibtex

ref_biblio

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⟩

Accès au texte intégral et bibtex

ref_biblio

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⟩

Accès au texte intégral et bibtex

ref_biblio

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⟩

Accès au bibtex

ref_biblio

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⟩

Accès au texte intégral et bibtex

ref_biblio

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⟩

Accès au texte intégral et bibtex

ref_biblio

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⟩

Accès au bibtex

ref_biblio

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⟩

Accès au texte intégral et bibtex

ref_biblio

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⟩

Accès au texte intégral et bibtex