Publications

publications team

International journals articles
  • Thierry Malon, Sylvie Chambon, Alain Crouzil, Vincent Charvillat

    How to relate synchronized static videos between each other in an active learning set-up?

    Expert Systems with Applications, 2023, 215, pp.119344. ⟨10.1016/j.eswa.2022.119344⟩

    Accès: https://hal.science/hal-04000252

  • Pascal Housam Salmane, Josué Manuel Rivera Velázquez, Louahdi Khoudour, Nguyen Anh Minh Mai, Pierre Duthon, Alain Crouzil, Guillaume Saint Pierre, Sergio Velastin

    3D Object Detection for Self-Driving Cars Using Video and LiDAR: An Ablation Study

    Sensors, 2023, 23 (6), pp.3223. ⟨10.3390/s23063223⟩

    Accès: https://hal.science/hal-04047579

  • 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

  • Cheng Cheng, Jean-Yves Tourneret, Xiaodong Lu

    A marginalised particle filter with variational inference for non‐linear state‐space models with Gaussian mixture noise

    IET Radar Sonar and Navigation, 2022, 16 (2), pp.193-397. ⟨10.1049/rsn2.12179⟩

    Accès: https://ut3-toulouseinp.hal.science/hal-04119084

  • 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

  • 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

  • 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

  • International conferences articles
  • Sayantan Dutta, Kenule Tuador Nwigbo, Jerome MICHETTI, Bertrand Georgeot, Duong-Hung Pham, Denis Kouamé, Adrian Basarab

    Computed Tomography Image Restoration Using a Quantum-Based Deep Unrolled Denoiser and a Plug-and-Play Framework

    31st European Association for Signal Processing Conference (EURASIP 2023), Aalto University, Finland, Sep 2023, Helsinki, Finland. à paraître

    Accès: https://hal.science/hal-04138031

  • Duong-Hung Pham, Vassili Pustovalov, Denis Kouamé

    Blind Deconvolved Robust Principal Component Analysis (BD-RPCA) for Enhancing Ultrasound Localization Microscopy (UML) Performance

    61st IEEE International Ultrasonics Symposium (IUS 2023), IEEE, Sep 2023, Montréal, Canada. à paraître

    Accès: https://hal.science/hal-04137978

  • Duong-Hung Pham, Vassili Pustovalov, Denis Kouamé

    Physics-Informed Cyclic GAN for Resolution Enhancement with Application to Ultrafast Ultrasound Blood Flow Imaging

    61st IEEE International Ultrasonics Symposium (IUS 2023), IEEE, Sep 2023, Montréal, Canada. à paraître

    Accès: https://hal.science/hal-04137989

  • Duong-Hung Pham, Vassili Pustovalov, Denis Kouamé

    The Performance Improvement of Ultrasound Localization Microscopy (ULM) Using the Robust Principal Component Analysis (RPCA)

    45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2023), IEEE Engineering in Medicine and Biology Society (EMBS), Jul 2023, Sydney, Australia. à paraître

    Accès: https://hal.science/hal-04137949

  • Audric Baron, Pierre-Baptiste Lambert, Pauline Delande, Jean-Yves Tourneret, Julien Lesouple, Serge Fabre

    Improving AI Monitoring of Early Life Satellites Using Transfer Learning

    17th Internation conference on Space operations (Space0ps 2023), Mohammed Bin Rashid Space Centre (MBRSC), Mar 2023, Dubai, United Arab Emirates. pp.1-17

    Accès: https://hal.science/hal-04156021

  • 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

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

    Adaptive Contrast Enhancement of Cardiac Ultrasound Images using a Deep Unfolded Many-Body Quantum Algorithm

    IEEE International Ultrasonics Symposium (IUS 2022), IEEE, Oct 2022, Venise, Italy. pp.1-4, ⟨10.1109/IUS54386.2022.9958691⟩

    Accès: https://hal.science/hal-04184261

  • Antonio Quintero-Rincón, Lotfi Chaâri, Hadj Batatia

    Robust analysis and spectral-based deep learning to detect driving fatigue from EEG signals

    International Conference on Technology Innovations for Healthcare (ICTIH 2022), Sep 2022, Magdeburg, Germany. pp.1-6, ⟨10.1109/ICTIH57289.2022.10111943⟩

    Accès: https://hal.science/hal-04209476

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

    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

  • 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

  • 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

  • Barbara Pilastre

    Estimation parcimonieuse et apprentissage de dictionnaires pour la détection d’anomalies multivariées dans des données mixtes de télémesure satellites

    Mathématiques générales [math.GM]. Institut National Polytechnique de Toulouse – INPT, 2020. Français. ⟨NNT : 2020INPT0074⟩

    Accès: https://theses.hal.science/tel-04170658