Aligning and Updating Cadaster Maps with Aerial Images by Multi-task, Multi-resolution Deep Learning. - Nicolas Girard; Guillaume Charpiat; Yuliya Tarabalka (ACCV (5), 2018)

Multimodal Image Alignment Through a Multiscale Chain of Neural Networks with Application to Remote Sensing. - Armand Zampieri; Guillaume Charpiat; Nicolas Girard; Yuliya Tarabalka (ECCV (16), 2018)

A New Gesture Control for Zooming on Tablets and Smartphones for Visually Impaired People. - Nicolas Girard; Salma Cherké; Hélène Soubaras; Kees Nieuwenhuis (ICCHP (2), 2018)

End-to-End Learning of Polygons for Remote Sensing Image Classification. - Nicolas Girard; Yuliya Tarabalka (IGARSS, 2018)

Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth Data. - Nicolas Girard; Guillaume Charpiat; Yuliya Tarabalka (IGARSS, 2019)

Input Similarity from the Neural Network Perspective. - Guillaume Charpiat; Nicolas Girard; Loris Felardos; Yuliya Tarabalka (NeurIPS, 2019)

Regularized Building Segmentation by Frame Field Learning. - Nicolas Girard; Dmitriy Smirnov 001; Justin Solomon 001; Yuliya Tarabalka (IGARSS, 2020)

Polygonal Building Segmentation by Frame Field Learning. - Nicolas Girard; Dmitriy Smirnov 001; Justin Solomon 001; Yuliya Tarabalka (CoRR, 2020)

Learning and Geometric Approaches for Automatic Extraction of Objects from Remote Sensing Images. (Approches d'Apprentissage et Géométrique pour l'Extraction Automatique d'Objets à partir d'Images de Télédétection). - Nicolas Girard (2020)

Polygonal Building Extraction by Frame Field Learning. - Nicolas Girard; Dmitriy Smirnov 001; Justin Solomon 001; Yuliya Tarabalka (CVPR, 2021)

Brightearth City Texturing : Faithful Procedural 3d Urban Modeling From Satellite and Ground Imagery. - Nicolas Girard; Cedric Larrosa; Willard Mapurisa; Frederic Trastour; Yuliya Tarabalka (IGARSS, 2023)

Automated Cartography of Buildings And Walls/Fences From Very High Resolution Satellite Imagery. - Nicolas Girard; Jawher Ben Abdallah; Willard Mapurisa; Arno Gobbin; Jean-Philippe Bauchet; Yuliya Tarabalka (IGARSS, 2024)

The P3 dataset: Pixels, Points and Polygons for Multimodal Building Vectorization. - Raphael Sulzer; Liuyun Duan; Nicolas Girard; Florent Lafarge (CoRR, 2025)