publications team
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⟩
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⟩
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⟩
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⟩
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
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⟩
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⟩
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
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
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
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
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
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
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⟩
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⟩
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⟩
Traitement de séries longitudinales pour l’imagerie médicale
Informatique. Institut National Polytechnique de Toulouse – INPT, 2023. Français. ⟨NNT : 2023INPT0054⟩
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⟩
Novel Prospects of Image Restoration Inspired by Concepts of Quantum Mechanics
Library and information sciences. Université Paul Sabatier – Toulouse III, 2023. English. ⟨NNT : 2023TOU30002⟩
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⟩
Fundamental and Harmonic Ultrasound Image Joint Restoration
Image Processing [eess.IV]. Institut National Polytechnique de Toulouse – INPT, 2022. English. ⟨NNT : 2022INPT0002⟩
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⟩
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⟩
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⟩
Fusion of magnetic resonance and ultrasound images for endometriosis detection
Signal and Image Processing. Institut National Polytechnique de Toulouse – INPT, 2020. English. ⟨NNT : 2020INPT0137⟩
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⟩