Thanh Huy NGUYEN

Identifiants chercheurs

IdHAL :

thanhnguyen

ORCID :

0000-0003-2471-350X

Présentation

Publications

Article dans une revue (6)

A comprehensive study of Surface Water and Ocean Topography (SWOT) Pixel Cloud data for flood extent extraction Quentin Bonassies,Christophe Fatras,Santiago Peña-Luque,Pierre Dubois,Andrea Piacentiniet al. Remote Sensing of Environment, 2026, 333, pp.115101. ⟨10.1016/j.rse.2025.115101⟩ Article dans une revue hal-05350668v1
Remote Sensing Data Assimilation With a Chained Hydrologic‐Hydraulic Model for Flood Forecasting T. Nguyen,A. Piacentini,S. Ricci,Simon Munier,L. Cassanet al. Water Resources Research, 2026, 62 (2), ⟨10.1029/2024WR039468⟩ Article dans une revue hal-05520539v1
Chained hydrologic-hydraulic for flood modeling by assimilating SAR-derived flood extent and FFSAR-processed altimetry data Thanh Huy Nguyen,Sophie Ricci,François Boy,Andrea Piacentini,Simon Munieret al. Journal of Hydrology, 2025, pp.134013. ⟨10.1016/j.jhydrol.2025.134013⟩ Article dans une revue hal-05224467v1
Gaussian Anamorphosis for Ensemble Kalman Filter Analysis of SAR-Derived Wet Surface Ratio Observations Thanh Huy Nguyen,Sophie Ricci,Andrea Piacentini,Ehouarn Simon,Raquel Rodriguez-Suquetet al. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, pp.1-21. ⟨10.1109/TGRS.2023.3338296⟩ Article dans une revue hal-04318160v1
Coarse-to-Fine Registration of Airborne LiDAR Data and Optical Imagery on Urban Scenes Thanh Huy Nguyen,Sylvie Daniel,Didier Gueriot,Christophe Sintes,Jean-Marc Le Caillec IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, ⟨10.1109/JSTARS.2020.2987305⟩ Article dans une revue hal-02307381v1
Super-Resolution-based Snake Model -- An Unsupervised Method for Large-Scale Building Extraction using Airborne LiDAR Data and Optical Image Thanh Huy Nguyen,Sylvie Daniel,Didier Gueriot,Christophe Sintes,Jean-Marc Le Caillec Remote Sensing, 2020, 12 (11), ⟨10.3390/rs12111702⟩ Article dans une revue hal-02551454v1

Communication dans un congrès (8)

Dealing with Non-Gaussianity of SAR-Derived Wet Surface Ratio for Flood Extent Representation Improvement Thanh Huy Nguyen,Sophie Ricci,Andrea Piacentini,Ehouarn Simon,Raquel Rodriquez Suquetet al. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2023), IEEE, Jul 2023, Pasadena (CA), United States. pp.1595-1598, ⟨10.1109/IGARSS52108.2023.10282744⟩ Communication dans un congrès hal-04254492v1
Validation and Improvement of Data Assimilation for Flood Hydrodynamic Modelling Using SAR Imagery Data Thanh Huy Nguyen,Anthéa Delmotte,Christophe Fatras,Peter Kettig,Andrea Piacentiniet al. 27Th Telemac-Mascaret User Conference, Oct 2021, Online, France Communication dans un congrès hal-04739644v1
Robust Building-Based Registration of Airborne LiDAR Data and Optical Imagery on Urban Scenes Thanh Huy Nguyen,Sylvie Daniel,Didier Gueriot,Christophe Sintes,Jean-Marc Le Caillec 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2019), IEEE GRSS, Jul 2019, Yokohama, Japan. ⟨10.1109/IGARSS.2019.8898612⟩ Communication dans un congrès hal-02075341v1
Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex Optimization Thanh Huy Nguyen,Umut Şimşekli,Gael Richard International Conference on Machine Learning (ICML), Jun 2019, Long Beach, United States Communication dans un congrès hal-02346147v1
Unsupervised Automatic Building Extraction Using Active Contour Model on Unregistered Optical Imagery and Airborne LiDAR Data Thanh Huy Nguyen,S. Daniel,Didier Gueriot,C. Sintès,Jean-Marc Le Caillec PIA19 MRSS19 : Photogrammetric Image Analysis 2019 and Munich Remote Sensing Symposium 2019, Sep 2019, Munich, Germany. pp.181-188, ⟨10.5194/isprs-archives-XLII-2-W16-181-2019⟩ Communication dans un congrès hal-02301979v1
First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise Thanh Huy Nguyen,Umut Şimşekli,Mert Gürbüzbalaban,Gael Richard 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Dec 2019, Vancouver, Canada Communication dans un congrès hal-02372376v1
Heterogeneous Data Registration for 3D Underwater Scene Reconstruction Thanh Huy Nguyen,Didier Gueriot,Jean-Marc Le Caillec,Christophe Sintes,Sylvie Daniel OCEANS 2017: MTS/IEEE Anchorage, Sep 2017, Anchorage, Alaska, United States Communication dans un congrès hal-01800869v1
Correlation bias analysis - A novel method of sinus cardinal model for least squares estimation in cross-correlation Thanh Huy Nguyen,Myriam Chabah,Christophe Sintes OCEANS 2015, Oct 2015, Washington, DC, United States. ⟨10.23919/OCEANS.2015.7404526⟩ Communication dans un congrès hal-01387453v1

Poster de conférence (1)

Uncertainty Reduction in Fluvial Flood Re-analysis by Assimilating SAR-derived Flood Extent Maps Thanh Huy Nguyen,Sophie Ricci,Andrea Piacentini,Raquel Rodriguez,Gwendoline Blanchetet al. AGU Fall Meeting 2022, Dec 2022, Chicago, United States. AGU Fall Meeting 2022, pp.H46D-08, 2022 Poster de conférence hal-04741937v1

Pré-publication, Document de travail (1)

Validation and Improvement of Data Assimilation for Flood Hydrodynamic Modelling Using SAR Imagery Data Thanh Huy Nguyen,Anthéa Delmotte,Christophe Fatras,Peter Kettig,Andrea Piacentiniet al. 2021 Pré-publication, Document de travail hal-03345744v1