nicolas_photo

Nicolas Girard

Address:
INRIA Sophia Antipolis
2004 Route des Lucioles
06902 Sophia Antipolis, France

E-mail : nicolas.girard (at) inria.fr



About me

I am a PhD student at Inria Sophia-Antipolis since November 2017 in the TITANE team under the supervision of Dr. Yuliya Tarabalka as part of the EPITOME project . I have a Master of Science ("Diplôme d'Ingénieur" in French) from the French engineering school "École nationale supérieure des Mines de Saint-Etienne" as well as a Master of Science in Mathematical Imaging and Spatial Pattern Analysis.

Research interests

My research focuses on deep learning approaches to structure satellite images on a large scale. We aim to predict a vector image representation of the earth from satellite bitmap images.

Publications

teaser
Aligning and Updating Cadaster Maps with Aerial Images by Multi-Task, Multi-Resolution Deep Learning
Nicolas Girard, Guillaume Charpiat, Yuliya Tarabalka
The Asian Conference on Computer Vision (ACCV), Perth, Australia, 2018
[paper, supplementary materials, bibtex, code]
teaser
Multimodal image alignment through a multiscale chain of neural networks with application to remote sensing
Armand Zampieri, Guillaume Charpiat, Nicolas Girard, Yuliya Tarabalka
The European Conference on Computer Vision (ECCV), Munich, Germany, 2018
[paper, bibtex]
teaser
End-to-End Learning of Polygons for Remote Sensing Image Classification
Nicolas Girard, Yuliya Tarabalka
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, 2018
[paper, bibtex, code]

Pre-Prints

Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth Data
Nicolas Girard, Guillaume Charpiat, Yuliya Tarabalka
Accepted to IGARSS, Yokohama, Japan, 2019
[paper, code]