Publications

publications team

International journals articles
  • Kareth M. León-López, Florian Mouret, Henry Arguello, Jean-Yves Tourneret

    Anomaly Detection and Classification in Multispectral Time Series Based on Hidden Markov Models

    IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.1 – 11. ⟨10.1109/tgrs.2021.3101127⟩

    Accès: https://hal.science/hal-03857425

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

    A Novel Image Denoising Algorithm Using Concepts of Quantum Many-Body Theory

    Signal Processing, 2022, 201, pp.108690. ⟨10.1016/j.sigpro.2022.108690⟩

    Accès: https://hal.science/hal-03495162

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

    A Bayesian Framework for Multivariate Multifractal Analysis

    IEEE Transactions on Signal Processing, 2022, 70, pp.3663 – 3675. ⟨10.1109/TSP.2022.3187196⟩

    Accès: https://hal.science/hal-03735514v2

  • Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean-Yves Tourneret

    Reconstruction of Sentinel-2 Derived Time Series Using Robust Gaussian Mixture Models — Application to the Detection of Anomalous Crop Development

    Computers and Electronics in Agriculture, 2022, 198, pp.106983. ⟨10.1016/j.compag.2022.106983⟩

    Accès: https://hal.science/hal-03662292

  • Patrice Abry, Benjamin Cooper Boniece, Gustavo Didier, Herwig Wendt

    Wavelet eigenvalue regression in high dimensions

    Statistical Inference for Stochastic Processes, 2022, pp.1-33. ⟨10.1007/s11203-022-09279-3⟩

    Accès: https://hal.science/hal-03850430

  • Mohamed Fakhfakh, Lotfi Chaâri, Bassem Bouaziz, Faiez Gargouri

    Non-smooth Bayesian learning for artificial neural networks

    Journal of Ambient Intelligence and Humanized Computing, In press

    Accès: https://hal.science/hal-03669388

  • Cheng Cheng, Jean-Yves Tourneret

    A variational marginalized particle filter for jump Markov nonlinear systems with unknown transition probabilities

    Signal Processing, 2021, 188, pp.108226. ⟨10.1016/j.sigpro.2021.108226⟩

    Accès: https://hal.science/hal-03382639

  • Julien Lesouple, Cédric Baudoin, Marc Spigai, Jean-Yves Tourneret

    How to introduce expert feedback in one-class support vector machines for anomaly detection?

    Signal Processing, 2021, 188, pp.108197. ⟨10.1016/j.sigpro.2021.108197⟩

    Accès: https://hal.science/hal-03382585

  • Farah Bazzi, Muriel Mescam, Ahmad Diab, Omar Falou, Hassan Amoud, Adrian Basarab, Denis Kouamé

    Marmoset brain segmentation from deconvolved magnetic resonance images and estimated label maps

    Magnetic Resonance in Medicine, 2021, 86 (5), pp.2766-2779. ⟨10.1002/mrm.28881⟩

    Accès: https://ut3-toulouseinp.hal.science/hal-03523363

  • Vincenzo Catrambone, Riccardo Barbieri, Herwig Wendt, Patrice Abry, Gaetano Valenza

    Functional brain–heart interplay extends to the multifractal domain

    Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2021, Issue: Advanced computation in cardiovascular physiology: new challenges and opportunities, 379 (2212), ⟨10.1098/rsta.2020.0260⟩

    Accès: https://hal.science/hal-03405116

  • International conferences articles
  • Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé

    Deep Unfolding of Image Denoising by Quantum Interactive Patches

    IEEE International Conference on Image Processing (ICIP 2022), Oct 2022, Bordeaux, France. pp.491-495, ⟨10.1109/ICIP46576.2022.9897959⟩

    Accès: https://hal.science/hal-03872295

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

    Multifractal anomaly detection in images via space-scale surrogates

    IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. paper 1405, ⟨10.1109/ICIP46576.2022.9897659⟩

    Accès: https://hal.science/hal-03850432v2

  • Vassili Pustovalov, Duong-Hung Pham, Denis Kouamé

    Deep Unfolding RPCA for High-Resolution Flow Estimation

    IEEE International Ultrasonics Symposium (IUS 2022), Oct 2022, Venise, Italy. à paraître

    Accès: https://hal.science/hal-03787159

  • Jerome MICHETTI, F. Liron, Duong-Hung Pham, Adrian Basarab, Franck Diemer, Denis Kouamé

    Validation of a new CBCT automated method to explore root canal transportation

    20th Biennal Congress of the European Society of Endodontology (ESE 2022), European Society of Endodontology, Sep 2022, Budapest, Hungary. à paraître

    Accès: https://hal.science/hal-03777930

  • Julien Lesouple, Barbara Pilastre, Yoann Altmann, Jean-Yves Tourneret

    Estimation du centre et du rayon d’une hypersphère à l’aide d’une loi a priori de Von Mises-Fisher et d’un algorithme EM

    XXVIIIème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2022), Sep 2022, Nancy, France

    Accès: https://hal.science/hal-03693945v2

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

    Estimation du paramètre de multifractalité

    XXVIIIème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2022), Sep 2022, Nancy, France. pp.1-4

    Accès: https://hal.science/hal-03850442v2

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

    Multivariate time-scale bootstrap for testing the equality of selfsimilarity parameters

    XXVIIIème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2022), Sep 2022, Nancy, France

    Accès: https://hal.science/hal-03735529v2

  • Julien Lesouple, Philippe Burger, Jean-Yves Tourneret

    An EM Algorithm for Mixtures of Hyperspheres

    30th European Signal Processing Conference (EUSIPCO 2022), European Association for Signal Processing (EURASIP), Aug 2022, Belgrade, Serbia

    Accès: https://hal.science/hal-03693951

  • Oliver Orejola, Gustavo Didier, Patrice Abry, Herwig Wendt

    Hurst multimodality detection based on large wavelet random matrices

    30th European Conference on Signal Processing (EUSIPCO 2022), European Association for Signal Processing (EURASIP), Aug 2022, Belgrade, Serbia. pp.2131-2135

    Accès: https://hal.science/hal-03850437v2

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

    A Comparison of Bayesian Estimators for the Parameters of the Bivariate Multifractal Spectrum

    30th European Signal Processing Conference (EUSIPCO 2022), European Association for Signal Processing (EURASIP), Aug 2022, Belgrade, Serbia. pp.1930-1934, ⟨10.23919/EUSIPCO54536.2021.9616049⟩

    Accès: https://hal.science/hal-03735506

  • 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

  • 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://hal.inria.fr/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

  • Thesis and HDR
  • 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

  • Jong-Hoon Kim

    Compressed sensing and finite rate of innovation for efficient data acquisition of quantitative acoustic microscopy images

    Signal and Image Processing. Université Paul Sabatier – Toulouse III, 2019. English. ⟨NNT : 2019TOU30225⟩

    Accès: https://theses.hal.science/tel-02936394

  • Huy-Hieu Pham

    Architectures d’apprentissage profond pour la reconnaissance d’actions humaines dans des séquences vidéo RGB-D monoculaires : application à la surveillance dans les transports publics

    Réseaux et télécommunications [cs.NI]. Université Paul Sabatier – Toulouse III, 2019. Français. ⟨NNT : 2019TOU30145⟩

    Accès: https://theses.hal.science/tel-02879316

  • Nora Leïla Ouzir

    Cardiac motion estimation in ultrasound images using a sparse representation and dictionary learning

    Medical Imaging. Université Paul Sabatier – Toulouse III, 2018. English. ⟨NNT : 2018TOU30149⟩

    Accès: https://theses.hal.science/tel-02301546

  • Duong-Hung Pham

    Contributions to the analysis of multicomponent signals : synchrosqueezing and associated methods

    Signal and Image Processing. Université Grenoble Alpes, 2018. English. ⟨NNT : 2018GREAM044⟩

    Accès: https://theses.hal.science/tel-01881995v2

  • 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