Dang-Phuong-Lan NGUYEN
Doctorate in Signal and Image Processing
Contact
Email: lan.nguyen-at-math.u-bordeaux.fr (replace -at- with @ )
nguyendangphuonglan-at-gmail.com (replace -at- with @ )
Office: 202M (IMB building)
Address: IMB, Université de Bordeaux, 351 Cours de la liberation, 33405 Talence Cedex, France
Teacher resarcher (ATER) at Institut de Mathématiques de Bordeaux (IMB) and Laboratoire de l'Intégration du Matériau au Système (IMS)
IMB Laboratory - Image, Optimisation and Probability IOP Team
IMS Laboratory - Signal & Image Team
Research interests
Image processing: Super-resolution, image restoration
Machine learning: Gaussian mixture model (GMM), generalized Gaussian mixture model (GGMM), dimensionality reduction
Deep learning: Convolutional neural networks (CNNs), generative adversarial networks (GANs)
PhD thesis
Super-resolution of multiscale 3D images from materials science, D-P-L Nguyen, Université de Bordeaux, 2023
Publications
PCA Reduced Gaussian Mixture Models with Applications in Superresolution,
J. Hertrich, D-P-L. Nguyen, J-F. Aujol, D. Bernard, Y. Berthoumieu, A. Saadaldin and G. Steidl, Inverse Problems and Imaging, 2021.Image super-resolution with PCA Reduced generalized Gaussian mixture models,
Dang-Phuong-Lan Nguyen, Johannes Hertrich, Jean-Francois Aujol, Yannick Berthoumieu, Inverse Problems and Imaging, 2023.
Conference Publication
Dang-Phuong-Lan Nguyen, Jean-Francois Aujol, Yannick Berthoumieu, GRETSI 2022, Nancy, France, 2022.
Teaching
2022-2023: General mathematics - University of Bordeaux (Licence 1) Lecture notes Exercise sheets
2022-2023: TD Linear Algebra 2- University of Bordeaux (Licence 2) Lecture notes Exercise sheets
2022-2023: TP Modeling for image processing - University of Bordeaux (Master 2)
2020-2021: TD/TP Probabilities, Statistics, Combinatorics - University of Bordeaux (L2 Info/Math-Info) Lecture notes
References
PhD's supervisors
Professor Jean-Francois AUJOL, IOP team, IMB, Université de Bordeaux, 351 Cours de la liberation, 33405 Talence Cedex, France.
Professor Yannick BERTHOUMIEU, Signal and Image Processing team, IMS, Université de Bordeaux, 351 Cours de la liberation, 33405 Talence Cedex, France.
Professor Dominique BERNARD, ICMCB, CNRS UMR5026, Universite Bordeaux, 87, Avenue du Docteur Schweitzer 33608 PESSAC Cedex, France.
Master's supervisor
Professor Simon MASNOU, Institut Camille Jordan, CNRS UMR 5208 Université Claude Bernard Lyon 1, 43, Boulevard du 11 novembre 1918, 69622 Villeurbanne Cedex, France.