Publications

team publications

International journals articles
  • Mohamed Fakhfakh, Lotfi Chaari

    Bayesian optimization for sparse neural networks with trainable activation functions

    IEEE Transactions on Pattern Analysis and Machine Intelligence, In press

    Accès: https://hal.science/hal-04534263

  • Arthur Floquet, Sayantan Dutta, Emmanuel Soubies, Duong-Hung Pham, Denis Kouamé, Denis Kouame

    Automatic Tuning of Denoising Algorithms Parameters without Ground Truth

    IEEE Signal Processing Letters, 2024, 31, pp.381 – 385. ⟨10.1109/LSP.2024.3354554⟩

    Accès: https://hal.science/hal-04344047

  • Charles-Gérard Lucas, Gustavo Didier, Herwig Wendt, Patrice Abry

    Multivariate selfsimilarity: Multiscale eigenstructures for selfsimilarity parameter estimation

    IEEE Transactions on Signal Processing, 2024, pp.1-10. ⟨10.1109/TSP.2024.3380899⟩

    Accès: https://hal.science/hal-04273362v2

  • Amal Boudaya, Siwar Chaabene, Bassem Bouaziz, Anita Hökelmann, Lotfi Chaâri

    Mild Cognitive Impairment detection based on EEG and HRV data

    Digital Signal Processing, In press, pp.104399. ⟨10.1016/j.dsp.2024.104399⟩

    Accès: https://hal.science/hal-04430766

  • Thierry Roland Baban a Erep, Lotfi Chaâri

    mid-DeepLabv3+: A Novel Approach for Image Semantic Segmentation Applied to African Food Dietary Assessments

    Sensors, 2023, 24 (1), pp.209. ⟨10.3390/s24010209⟩

    Accès: https://hal.science/hal-04414176

  • Sayantan Dutta, Adrian Basarab, Denis Kouamé, Bertrand Georgeot

    Quantum Algorithm for Signal Denoising

    IEEE Signal Processing Letters, 2023, 31, pp.156 – 160. ⟨10.1109/LSP.2023.3344071⟩

    Accès: https://hal.science/hal-04379033

  • François Gaits, Nicolas Mellado, Gauthier Bouyjou, Damien Garcia, Adrian Basarab

    Efficient stratified 3D scatterer sampling for freehand ultrasound simulation

    IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 2023, pp.1-1. ⟨10.1109/TUFFC.2023.3324014⟩

    Accès: https://hal.science/hal-04234010

  • Lorena Leon Arencibia, Herwig Wendt, Jean-Yves Tourneret

    Bounds for the estimation of matrix-valued parameters of a Gaussian random process

    Signal Processing, 2023, 211, pp.109106. ⟨10.1016/j.sigpro.2023.109106⟩

    Accès: https://hal.science/hal-04254235

  • Guillaume Lacoin, Ilyess Zemmoura, Jean Luc Gennisson, Denis Kouamé, Jean-Pierre Remenieras

    Multi-layered adaptive neoangiogenesis Intra-Operative quantification (MANIOQ)

    Journal of Cerebral Blood Flow and Metabolism, 2023, 43 (9), pp.1557-1570. ⟨10.1177/0271678X231170504⟩

    Accès: https://hal.science/hal-04227413

  • Florian Mouret, Alexandre Hippert-Ferrer, Frédéric Pascal, Jean-Yves Tourneret

    A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data

    IEEE Transactions on Signal Processing, 2023, 71, pp.1–25. ⟨10.1109/TSP.2023.3267994⟩

    Accès: https://ut3-toulouseinp.hal.science/hal-04317202

  • International conferences articles
  • Jihanne El Haouari, Jean-Michel Gaucel, Christelle Pittet-Mechin, Jean-Yves Tourneret, Herwig Wendt

    Estimation of instrument spectral response functions using sparse representations in a dictionary

    IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2024), IEEE, Jul 2024, Athènes, Greece. à paraître

    Accès: https://hal.science/hal-04526190

  • François Gaits, Nicolas Mellado, Adrian Basarab

    Ultrasound volume reconstruction from 2D Freehand acquisitions using neural implicit representations

    21st IEEE International Symposium on Biomedical Imaging (ISBI 2024), IEEE Signal Processing Society; IEEE Engineering in Medicine and Biology Society, May 2024, Athènes, Greece. à paraître

    Accès: https://hal.science/hal-04480668

  • Lorena Leon, Jonathan Mamou, Denis Kouamé, Adrian Basarab

    Hankel-based spectral method for quantitative acoustic microscopy

    21st IEEE International Symposium on Biomedical Imaging (ISBI 2024), IEEE Signal Processing Society; IEEE Engineering in Medicine and Biology Society, May 2024, Athènes, Greece. à paraître

    Accès: https://hal.science/hal-04512626

  • Vassili Pustovalov, Duong-Hung Pham, Denis Kouamé

    Super-resolution Ultrasound imaging via Unpaired Training with the Model-Informed CycleGAN Algorithm

    21st IEEE International Symposium on Biomedical Imaging (ISBI 2024), May 2024, Athènes, Greece. à paraître

    Accès: https://hal.science/hal-04493922

  • Wafae Labriji, Soléakhéna Ken, Gaelle Dormio, Jean-Yves Tourneret, Elisabeth Cohen-Moyal, Lotfi Chaari

    Bayesian Sparse model for complex-valued magnetic resonance spectroscopy restoration

    International Symposium on Biomedical Imaging (ISBI 2024), May 2024, Athens, Greece. à paraître

    Accès: https://hal.science/hal-04535912

  • Ibrahim Traoré, Imen Megdiche, Jérôme Marquet-Doleac, Lotfi Chaari

    A cross-validation approach for classifying physical activity intensity: a case study in children with attention deficit/hyperactivity disorder

    20th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2023), IEEE, Dec 2023, Giza, Egypt. à paraître

    Accès: https://hal.science/hal-04414203

  • Ibrahim Traoré, Imen Megdiche, Jérôme Marquet-Doleac, Lotfi Chaari

    A cross-validation approach for classifying physical activity intensity: a case study in children with attention deficit/hyperactivity disorder

    ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2023), Arab Computer Society (ACS); IEEE Computer Society, Dec 2023, Giza, Egypt

    Accès: https://hal.science/hal-04338210

  • Ibrahim Traoré, Imen Megdiche, Jérôme Marquet-Doleac, Lotfi Chaâri

    A machine learning technique for device non-wear detection in children with ADHD

    International Workshop on Health Informatics @ AICCSA 2023: IT Innovations and Disruptive Approaches in the Digital Health Era (HOPE 2023), ACS/IEEE International Conference on Computer Systems and Applications, Dec 2023, Giza, Egypt

    Accès: https://hal.science/hal-04338230

  • Siwar Chaabene, Bassem Bouaziz, Amal Boudaya, Lotfi Chaari, Anita Hökelmann

    Early mild cognitive impairment detection using cognitive-motor tasks and machine learning

    International Conference on Innovations in Intelligent Systems and Applications (INISTA 2023), Sep 2023, Hammamet, Tunisia. pp.1-6, ⟨10.1109/INISTA59065.2023.10310653⟩

    Accès: https://hal.science/hal-04338190

  • Lorena Leon Arencibia, Herwig Wendt, Jean-Yves Tourneret, Patrice Abry

    A Robust Model and its EM Algorithm for the Estimation of the Multifractality Parameter

    European Conference on Signal Processing (EUSIPCO 2023), Sep 2023, Helsinki, Finland. pp.1–5

    Accès: https://hal.science/hal-04254232

  • National conferences articles
  • Thierry Malon, Sylvie Chambon, Alain Crouzil, Vincent Charvillat

    Établissement d’un graphe de liens au sein d’une collection de vidéos par comparaisons d’histoires

    Congrès Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP 2020), Jun 2020, Vannes, France. pp.1-9

    Accès: https://hal.science/hal-02950728

  • Thierry Malon, Sylvie Chambon, Vincent Charvillat, Alain Crouzil

    Aide à la navigation dans un ensemble de vidéos par reformulation de trajectoires

    17e Journees francophones des jeunes chercheurs en vision par ordinateur (ORASIS 2019), May 2019, Saint-Dié-des-Vosges, France. pp.1-7

    Accès: https://hal.science/hal-02891736

  • Rose Sfeir, Jérôme Michetti, Bilal Chebaro, Franck Diemer, Adrian Basarab, Denis Kouamé

    Dental root canal segmentation from super-resolved 3D cone beam computed tomography data

    IEEE Nuclear Science Symposium and Medical Imaging Conference (2017), Oct 2017, Atlanta, United States. pp.1-2

    Accès: https://hal.science/hal-02548035

  • Krisztián Füzesi, Adrian Basarab, György Cserey, Denis Kouamé, Miklós Gyöngy

    Validation of image restoration methods on 3D-printed ultrasound phantoms

    2017 IEEE International Ultrasonics Symposium, Sep 2017, Washington, United States. pp.1-4, ⟨10.1109/ULTSYM.2017.8092120⟩

    Accès: https://hal.science/hal-02777391

  • Pierre-Antoine Thouvenin, Nicolas Dobigeon, Jean-Yves Tourneret

    Une approche distribuée asynchrone pour la factorisation en matrices non-négatives – Application au démélange hyperspectral

    26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), Sep 2017, Juan-les-Pins, France. pp.1-4

    Accès: https://hal.science/hal-01913988

  • Gordana Draskovic, Frédéric Pascal, Arnaud Breloy, Jean-Yves Tourneret

    Nouvelles propriétés asymptotiques de détecteurs robustes

    Vingt-sixième Colloque GRETSI 2017, Sep 2017, Juan-les-Pins, France

    Accès: https://inria.hal.science/hal-02486099

  • Jean-Baptiste Puel, Bérengère Mathieu, Alain Crouzil

    Une application distribuée pour l’enseignement du paysage

    Journées Géomatique, Enseignement & Apprentissage (GET 2017), Jan 2017, Toulouse, France. pp. 23-28

    Accès: https://hal.science/hal-01740000

  • Books
  • Jérémie Huteau, Adrian Basarab, Florence Dupin de Saint-Cyr

    MSE * * : Multi-modal semantic embeddings for datasets with several positive matchings

    Sanju Tiwari; Fernando Ortiz Rodriguez; Sarra Ben Abbes; Patience Usoro Usip; Rim Hantach. Semantic AI in Knowledge Graphs, Taylor & Francis Group, pp.91-110, 2023, 978-1003313267. ⟨10.1201/9781003313267-4⟩

    Accès: https://hal.science/hal-04166570

  • Dhafer Ben Ali, Itebeddine Ghorbel, Nebras Gharbi, Kais Belhaj Hmida, Faiez Gargouri, Lotfi Chaari

    Consolidated Clinical Document Architecture: Analysis and Evaluation to Support the Interoperability of Tunisian Health Systems

    Digital Health Approach for Predictive, Preventive, Personalised and Participatory Medicine, 10, Springer International Publishing, pp.43-52, 2019, Advances in Predictive, Preventive and Personalised Medicine (APPPM), 978-3-030-11799-3. ⟨10.1007/978-3-030-11800-6_5⟩

    Accès: https://hal.science/hal-04495556

  • Thesis and HDR
  • Mohamed Fakhfakh

    Traitement de séries longitudinales pour l’imagerie médicale

    Informatique. Institut National Polytechnique de Toulouse – INPT, 2023. Français. ⟨NNT : 2023INPT0054⟩

    Accès: https://theses.hal.science/tel-04150287

  • Nguyen Anh Minh Mai

    Sensor fusion with deep neural networks for 3D object detection for autonomous vehicles

    Neural and Evolutionary Computing [cs.NE]. Université Paul Sabatier – Toulouse III, 2023. English. ⟨NNT : 2023TOU30028⟩

    Accès: https://theses.hal.science/tel-04186650

  • Sayantan Dutta

    Novel Prospects of Image Restoration Inspired by Concepts of Quantum Mechanics

    Library and information sciences. Université Paul Sabatier – Toulouse III, 2023. English. ⟨NNT : 2023TOU30002⟩

    Accès: https://theses.hal.science/tel-04047862

  • Lorena Leon Arencibia

    Bayesian estimation of the parameters of the joint multifractal spectrum of signals and images

    Networking and Internet Architecture [cs.NI]. Institut National Polytechnique de Toulouse – INPT, 2022. English. ⟨NNT : 2022INPT0085⟩

    Accès: https://theses.hal.science/tel-04248296

  • Florian Mouret

    Crop monitoring and detection of anomalous crop development at the parcel-level with multispectral and synthetic aperture radar satellite data

    Networking and Internet Architecture [cs.NI]. Institut National Polytechnique de Toulouse – INPT, 2022. English. ⟨NNT : 2022INPT0001⟩

    Accès: https://theses.hal.science/tel-04189948

  • Mohamad Hourani

    Fundamental and Harmonic Ultrasound Image Joint Restoration

    Image Processing [eess.IV]. Institut National Polytechnique de Toulouse – INPT, 2022. English. ⟨NNT : 2022INPT0002⟩

    Accès: https://theses.hal.science/tel-04189983

  • Farah Bazzi

    Restoration of structural MRI images for the preclinical study of markers of cerebral aging

    Medical Imaging. Université Paul Sabatier – Toulouse III; Université Libanaise, 2021. English. ⟨NNT : 2021TOU30167⟩

    Accès: https://theses.hal.science/tel-03622684

  • Janka Hatvani

    Medical image enhancement using deep learning and tensor factorization techniques

    Medical Imaging. Université Paul Sabatier – Toulouse III; Pázmány Péter katolikus egyetem (Budapest ; 1992-..), 2021. English. ⟨NNT : 2021TOU30304⟩

    Accès: https://theses.hal.science/tel-04164508

  • Quentin Demoulin

    Image Processing Systems and Algorithms for estimating Deformations of Aircraft Structures in Flight

    Other [cs.OH]. Institut National Polytechnique de Toulouse – INPT, 2021. English. ⟨NNT : 2021INPT0045⟩

    Accès: https://theses.hal.science/tel-04170677

  • Oumaima El Mansouri

    Fusion of magnetic resonance and ultrasound images for endometriosis detection

    Signal and Image Processing. Institut National Polytechnique de Toulouse – INPT, 2020. English. ⟨NNT : 2020INPT0137⟩

    Accès: https://theses.hal.science/tel-04172488

  • Reports
  • Duong-Hung Pham, Sylvain Meignen

    Second-order Synchrosqueezing Transform: The Wavelet Case, Comparisons and Applications

    [Research Report] LJK / Grenoble University. 2018

    Accès: https://hal.science/hal-01586372v4