Research Projects

Project Figure Link to Paper
NeRF pipelines Best Paper Award
SparseSat-NeRF: Dense Depth Supervised Neural Radiance Fields for Sparse Satellite Images.

Collaboration with Lulin Zhang & IPGP

PBA pipeline Pointless Global Bundle Adjustment with Relative Motions Hessians,
CVPR PCV Workshop

Collaboration with Marc Pierrot-Deseilligny

DSMs DeepSim-Nets - Deep Similarity Networks for Stereo Image Matching
CVPR EarthVision Workshop

Collaboration with Mohamed-Ali Chebbi

Corona imagery Processing of Corona satellite imagery Collaboration with Sajid Ghuffar Corona KH4b paper
Corona KH9 paper
Multiepoch features 2022 EuroSDR PhD Award
Feature Matching for Multi-Epoch Historical Aerial Images
Paper Website
5-Points BA 5-Points Bundle Adjustment Paper Talk
Multi-view fusion Multi-view depth fusion Paper
Satellite BA workflow Satellite Images Bundle Adjustment Paper

Selected talks

Year Title Website
November 2023 L'imagerie Spatiale au Service du Patrimoine Culturel
CNES, Paris
Logiciel 3D MicMac
November 2023 Faculty of Geoinformation Science and Earth Observation, University of Twente
Enschede, The Netherlands
Fast approaches to bundle adjustment
September 2023 GdR ISIS
Calcul visuel de pose en robotique et réalité-X
Sorbonne Université, Campus Université Pierre & Marie Curie
Pointless Global Bundle Adjustment [Website] | [Slides]
March 2023 GRSS IADF
Women in Geoscience and Remote Sensing
Photogrammetry with historical images [Website] | [Slides]
June 2021 ISPRS Lecture Day High precision mapping with UAVs [Website] | [Slides]


Year Title Website
June 2023 CVPR Workshop
Vancouver, Canada
Photogrammetric Computer Vision
[Website] | [Proceedings]
June 2022 ISPRS Congres Workshop
Nice, France
Multi-epoch historical image processing
June 2022 ISPRS Congres Summer School
Nice, France
Photogrammetry & Laser Scanning processing
Sept 2018 Summer School
AGH, Cracow, Poland
MicMac for UAV & Close Range & Satellite
Dec 2017 Seminar
Université polytechnique d'Hô Chi Minh-Ville, Vietnam
Image Processing with MicMac
May 2018 Atelier au congrès RFIAP & CFPT
Marne-la-Vallée, France
MicMac for UAV & Close Range & Satellite
Feb 2018 Summer School
Politecnico di Torino, Italy
MicMac for UAV & Close Range


Duration Institution Type
to be updated Université Paris Cité & ENSG, ~30h/yr 2015 - now


Duration Institution Type
PhD in photogrammetry Technische Universitaet Wien, Austria
Photogrammetry Research Group
2010 - 2013
Erasmus Technische Universitaet Muenchen, Germany
Dept. of Photogrammetry and Remote Sensing
MSc Eng in photogrammetry AGH University of Science and Technology, Poland
Fac. of Geo-Data Science and Geodesy
2005 - 2010