Major publications by the team in recent years
  • 1D. Bommes, M. Campen, H.-C. Ebke, P. Alliez, L. Kobbelt.

    Integer-Grid Maps for Reliable Quad Meshing, in: ACM Transactions on Graphics, July 2013, vol. 32, no 4.

  • 2L. Duan, F. Lafarge.

    Towards large-scale city reconstruction from satellites, in: European Conference on Computer Vision (ECCV), Amsterdam, Netherlands, October 2016.

  • 3J.-D. Favreau, F. Lafarge, A. B. Bousseau.

    Photo2ClipArt: Image Abstraction and Vectorization Using Layered Linear Gradients, in: ACM Transactions on Graphics, 2017, vol. 36, no 6.

  • 4S. Giraudot, D. Cohen-Steiner, P. Alliez.

    Noise-Adaptive Shape Reconstruction from Raw Point Sets, in: Computer Graphics Forum, Proceedings of EUROGRAPHICS Symposium on Geometry Processing, 2013, vol. 32, no 5, pp. 229-238. [ DOI : 10.1111/cgf.12189 ]

  • 5F. Lafarge, P. Alliez.

    Surface Reconstruction through Point Set Structuring, in: Computer Graphics Forum (Proceedings of Eurographics 2013), May 2013, vol. 32, no 2, pp. 225-234.

  • 6E. Maggiori, Y. Tarabalka, G. Charpiat, P. Alliez.

    High-Resolution Semantic Labeling with Convolutional Neural Networks, in: IEEE Transactions on Geoscience and Remote Sensing, December 2017.

  • 7E. Maggiori, Y. Tarabalka, G. Charpiat.

    Improved Partition Trees for Multi-Class Segmentation of Remote Sensing Images, in: 2015 IEEE International Geoscience and Remote Sensing Symposium - IGARSS 2015, Milan, Italy, IEEE, July 2015.

  • 8M. Mandad, D. Cohen-Steiner, L. Kobbelt, P. Alliez, M. Desbrun.

    Variance-Minimizing Transport Plans for Inter-surface Mapping, in: ACM Transactions on Graphics, 2017, vol. 36, 14 p. [ DOI : 10.1145/3072959.3073671 ]

  • 9Y. Verdie, F. Lafarge, P. Alliez.

    LOD Generation for Urban Scenes, in: ACM Transactions on Graphics, 2015, vol. 34, no 3, 15 p.

  • 10Y. Verdie, F. Lafarge.

    Detecting parametric objects in large scenes by Monte Carlo sampling, in: International Journal of Computer Vision, January 2014, vol. 106, no 1, pp. 57-75. [ DOI : 10.1007/s11263-013-0641-0 ]

Publications of the year

Doctoral Dissertations and Habilitation Theses

Articles in International Peer-Reviewed Journals

  • 12L. Feng, P. Alliez, L. Busé, H. Delingette, M. Desbrun.

    Curved Optimal Delaunay Triangulation, in: ACM Transactions on Graphics, August 2018, vol. 37, no 4. [ DOI : 10.1145/3197517.3201358 ]

  • 13P. Ghamisi, E. Maggiori, S. Li, R. Souza, Y. Tarabalka, G. Moser, A. De Giorgi, L. Fang, Y. Chen, M. Chi, S. B. Serpico, J. A. Benediktsson.

    Frontiers in Spectral-Spatial Classification of Hyperspectral Images, in: IEEE geoscience and remote sensing magazine, September 2018, vol. 6, no 3, pp. 10-43, This is a preprint, to read the final version please go to IEEE Geoscience and Remote Sensing Magazine on IEEE XPlore. [ DOI : 10.1109/MGRS.2018.2854840 ]


Invited Conferences

  • 14N. Girard, Y. Tarabalka.

    End-to-End Learning of Polygons for Remote Sensing Image Classification, in: IEEE International Geoscience and Remote Sensing Symposium – IGARSS 2018, Valencia, Spain, July 2018.


International Conferences with Proceedings

  • 15J.-P. Bauchet, F. Lafarge.

    KIPPI: KInetic Polygonal Partitioning of Images, in: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, United States, June 2018.

  • 16H. Fang, F. Lafarge, M. Desbrun.

    Planar Shape Detection at Structural Scales, in: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, United States, 2018.

  • 17B. Huang, K. Lu, N. Audebert, A. Khalel, Y. Tarabalka, J. Malof, A. Boulch, B. Le Saux, L. Collins, K. Bradbury, S. Lefèvre, M. El-Saban.

    Large-scale semantic classification: outcome of the first year of Inria aerial image labeling benchmark, in: IGARSS 2018 - IEEE International Geoscience and Remote Sensing Symposium, Valencia, Spain, July 2018, pp. 1-4.

  • 18L. Matteo, Y. Tarabalka, I. Manighetti.

    Digital surface model generation from multiple optical high-resolution satellite images, in: SPIE Remote Sensing, Berlin, France, September 2018.

  • 19O. Tasar, E. Maggiori, P. Alliez, Y. Tarabalka.

    Polygonization of binary classification maps using mesh approximation with right angle regularity , in: IEEE International Geoscience and Remote Sensing Symposium - IGARSS 2018, Valencia, Spain, July 2018.

  • 20A. Zampieri, G. Charpiat, N. Girard, Y. Tarabalka.

    Multimodal image alignment through a multiscale chain of neural networks with application to remote sensing, in: European Conference on Computer Vision (ECCV), Munich, Germany, V. Ferrari, M. Hebert, C. Sminchisescu, Y. Weiss (editors), Computer Vision – ECCV 2018, Springer International Publishing, September 2018, pp. 679-696.


Conferences without Proceedings

  • 21N. Girard, G. Charpiat, Y. Tarabalka.

    Aligning and Updating Cadaster Maps with Aerial Images by Multi-Task, Multi-Resolution Deep Learning, in: Asian Conference on Computer Vision (ACCV), Perth, Australia, December 2018.

  • 22S. Lefèvre, O. Tasar, D. Sheeren.

    Combining multiple segmentations through a flexible framework, in: GEOBIA 2018 - From pixels to ecosystems and global sustainability ​, Montpellier, France, Centre d'Etudes Spatiales de la BIOsphère (CESBIO) and Office national d'études et de recherches aérospatiales (ONERA) and Espace pour le développement (ESPACE DEV) and Société T.E.T.I.S, June 2018.


Books or Proceedings Editing

  • 23B. Beckers, P. Alliez, D. Aliaga (editors)

    Editorial for Special issue on “Massive 3D Urban Models”, Elsevier, Quito - Îles Galápagos, Ecuador, January 2018, vol. 95, pp. 27-28. [ DOI : 10.1016/j.gmod.2017.07.001 ]


Other Publications