Publications

Regularized Building Segmentation by Frame Field Learning
Nicolas Girard, Dmitriy Smirnov, Justin Solomon, Yuliya Tarabalka
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Waikoloa, Hawaii, 2020
[video, paper (extended version), bibtex, code]

Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth Data
Nicolas Girard, Guillaume Charpiat, Yuliya Tarabalka
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Yokohama, Japan, 2019
[paper, bibtex, code]

Continual Learning for Dense Labeling of Satellite Images
Onur Tasar, Yuliya Tarabalka, Pierre Alliez
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Yokohama, Japan, 2019
[paper, bibtex]

Multi-Task Deep Learning for Satellite Image Pansharpening and Segmentation
Andrew Khalel, Onur Tasar, Guillaume Charpiat, Yuliya Tarabalka
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Yokohama, Japan, 2019
[paper, bibtex]

Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data
Onur Tasar, Yuliya Tarabalka, Pierre Alliez
arXiV, 2018
[paper, bibtex, code]

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]

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]

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]

Polygonization of Binary Classification Maps Using Mesh Approximation With Right Angle Regularity
Onur Tasar, Emmanuel Maggiori, Pierre Alliez, Yuliya Tarabalka
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, 2018
[paper, bibtex]

Large-scale Semantic Classification: Outcome of the First Year of Inria Aerial Image Labeling Benchmark
Bohao Huang, Kangkang Lu, Nicolas Audebert, Andrew Khalel, Yuliya Tarabalka, Jordan Malof, Alexandre Boulch,
Bertrand Le Saux, Leslie Collins, Kyle Bradbury, Sébastien Lefèvre, Motaz El-Saban
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, 2018
[paper, bibtex]

Coarse to fine non-rigid registration: a chain of scale-specific neural networks
for multimodal image alignment with application to remote sensing
Armand Zampieri, Guillaume Charpiat, Yuliya Tarabalka
ArXiv, 2018
[paper, bibtex]