publications team
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⟩
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⟩
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⟩
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⟩
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⟩
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
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⟩
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⟩
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⟩
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⟩
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⟩
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⟩
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
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
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
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
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
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
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
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⟩
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
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
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
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⟩
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
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
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⟩
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⟩
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⟩
Cardiac motion estimation in ultrasound images using a sparse representation and dictionary learning
Medical Imaging. Université Paul Sabatier – Toulouse III, 2018. English. ⟨NNT : 2018TOU30149⟩
Contributions to the analysis of multicomponent signals : synchrosqueezing and associated methods
Signal and Image Processing. Université Grenoble Alpes, 2018. English. ⟨NNT : 2018GREAM044⟩
Duong-Hung Pham, Sylvain Meignen
Second-order Synchrosqueezing Transform: The Wavelet Case, Comparisons and Applications
[Research Report] LJK / Grenoble University. 2018