Ngoc Long Nguyen

U332b Centre Borelli

4 Avenue des Sciences

91190 Gif-sur-Yvette

Hi there! I recently completed my PhD in image and video restoration for satellite imagery at the Centre Borelli in ENS-Paris-Saclay under the guidance of Prof. Gabriele Facciolo and Prof. Pablo Arias. My thesis, defended on 20 October 2023, received commendation from a distinguished committee including Prof. Andrés Almansa, Prof. Enrico Magli, Prof. Jean Ponce, Prof. Florence Tupin, Asst. Prof. Charlotte Pelletier, and Dr. Thibaud Ehret.

Prior to my doctoral studies, I earned a master’s degree in Mathematics, Vision and Learning (MVA) from ENS Paris-Saclay and a bachelor’s degree in applied mathematics from Sorbonne University (ex UPMC). My journey, rooted in dedicated study and a passion for discovery, has led me to become a research scientist at Enhance Lab, where I continue to explore and develop innovative solutions in image processing and computer vision.

Beyond the lab, I’m passionate about chess, hiking, and exploring new cities, always on the lookout for new challenges and adventures.

news

Jun 2023	I am humbled and grateful to announce that our research work on L1BSR have been recognized with the highly coveted Best Student Paper Award at the EarthVision workshop, CVPR 2023.
Apr 2023	As the leader of our winning team, I’m thrilled to announce that we have emerged as the clear victor of the MathTech Hackathon 2023, a prestigious event organized by Criteo AI, EDMH, and FMJH. We are proud to have impressed the judges and earned the first prize of 1200€.
Apr 2023	Our team’s hard work paid off as our paper on Self-supervised SISR for Sentinel-2 (L1BSR) was accepted for presentation at EarthVision CVPRW 2023. Code, Demo and Dataset are available on our project webpage.
Apr 2023	We are proud to have our research on MISR for satellite imagery accepted at EarthVision CVPRW 2023.
Apr 2023	We are thrilled to announce that our study on SISR for Sentinel-2 has been accepted for presentation at IGARSS 2023.
Dec 2022	Our paper and demo on MLBrief 2022 has been recognized with The Best Student Paper Award!
Dec 2022	We are excited to announce that our US patent (DSA) has been accepted! We are grateful for the opportunity to share our innovative technology with the remote sensing community and look forward to its potential impact on the industry.
Apr 2022	Our team is proud to have our lastest paper DSA+ accepted at IGARSS 2022.
Mar 2022	Our team is thrilled to announce that our paper on joint HDR and SR HDR-DSP has been accepted for presentation at CVPR 2022. This marks a significant achievement for our research and we can’t wait to share it with the community!
Apr 2021	It’s official! Our novel research on MISR DSA has been accepted for an oral presentation at EarthVision CVPRW 2021, and we are honored to have received the best student paper award!
Mar 2021	Our lastest research on Proba-V-Ref has been accepted for presentation at IGARSS 2021.

selected publications

Self-supervised multi-image super-resolution for push-frame satellite images

Ngoc Long Nguyen, Jérémy Anger, Axel Davy, and 2 more authors

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2021

Bib

@inproceedings{nguyen2021self,
  title = {Self-supervised multi-image super-resolution for push-frame satellite images},
  author = {Nguyen, Ngoc Long and Anger, J{\'e}r{\'e}my and Davy, Axel and Arias, Pablo and Facciolo, Gabriele},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages = {1121--1131},
  year = {2021},
}

Self-supervised super-resolution for multi-exposure push-frame satellites

Ngoc Long Nguyen, Jérémy Anger, Axel Davy, and 2 more authors

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Bib

@inproceedings{nguyen2022self,
  title = {Self-supervised super-resolution for multi-exposure push-frame satellites},
  author = {Nguyen, Ngoc Long and Anger, J{\'e}r{\'e}my and Davy, Axel and Arias, Pablo and Facciolo, Gabriele},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages = {1858--1868},
  year = {2022},
}

L1BSR: Exploiting Detector Overlap for Self-Supervised Single-Image Super-Resolution of Sentinel-2 L1B Imagery

Ngoc Long Nguyen, Jérémy Anger, Axel Davy, and 2 more authors

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Bib

@inproceedings{nguyen2023l1bsr,
  title = {L1BSR: Exploiting Detector Overlap for Self-Supervised Single-Image Super-Resolution of Sentinel-2 L1B Imagery},
  author = {Nguyen, Ngoc Long and Anger, J{\'e}r{\'e}my and Davy, Axel and Arias, Pablo and Facciolo, Gabriele},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages = {2012--2022},
  year = {2023},
}