Project-Team Titane
Team, Visitors, External Collaborators
Overall Objectives
Research Program
Application Domains
Highlights of the Year
New Software and Platforms
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography
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Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

Articles in International Peer-Reviewed Journals

  • 3P. Alliez, R. Di Cosmo, B. Guedj, A. Girault, M.-S. Hacid, A. Legrand, N. P. Rougier.
    Attributing and Referencing (Research) Software: Best Practices and Outlook from Inria, in: Computing in Science & Engineering, 2019, pp. 1-14, https://arxiv.org/abs/1905.11123. [ DOI : 10.1109/MCSE.2019.2949413 ]
    https://hal.archives-ouvertes.fr/hal-02135891
  • 4G. Cherchi, P. Alliez, R. Scateni, M. Lyon, D. Bommes.
    Selective Padding for Polycube-Based Hexahedral Meshing, in: Computer Graphics Forum, January 2019. [ DOI : 10.1111/cgf.13593 ]
    https://hal.inria.fr/hal-01970790
  • 5O. Ennafii, A. Le Bris, F. Lafarge, C. Mallet.
    A learning approach to evaluate the quality of 3D city models, in: Photogrammetric engineering and remote sensing, 2019, forthcoming.
    https://hal.archives-ouvertes.fr/hal-02193116
  • 6H. Fang, F. Lafarge.
    Pyramid Scene Parsing Network in 3D: improving semantic segmentation of point clouds with multi-scale contextual information, in: ISPRS Journal of Photogrammetry and Remote Sensing, 2019, forthcoming.
    https://hal.inria.fr/hal-02159279
  • 7J.-D. Favreau, F. Lafarge, A. Bousseau, A. Auvolat.
    Extracting Geometric Structures in Images with Delaunay Point Processes, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019. [ DOI : 10.1109/TPAMI.2018.2890586 ]
    https://hal.inria.fr/hal-01950791
  • 8S. Lefèvre, D. Sheeren, O. Tasar.
    A Generic Framework for Combining Multiple Segmentations in Geographic Object-Based Image Analysis, in: ISPRS International Journal of Geo-Information, 2019, vol. 8, no 2. [ DOI : 10.3390/ijgi8020070 ]
    https://hal.archives-ouvertes.fr/hal-02083265
  • 9O. Tasar, Y. Tarabalka, P. Alliez.
    Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data, in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, September 2019, vol. 12, no 9, pp. 3524-3537. [ DOI : 10.1109/JSTARS.2019.2925416 ]
    https://hal.inria.fr/hal-01909830

Invited Conferences

  • 10N. Girard, G. Charpiat, Y. Tarabalka.
    Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth Data, in: IGARSS 2019 - IEEE International Geoscience and Remote Sensing Symposium, Yokohama, Japan, July 2019, https://arxiv.org/abs/1903.06529.
    https://hal.inria.fr/hal-02065211
  • 11A. Khalel, O. Tasar, G. Charpiat, Y. Tarabalka.
    Multi-Task Deep Learning for Satellite Image Pansharpening and Segmentation, in: IGARSS 2019 - IEEE International Geoscience and Remote Sensing Symposium, Yokohama, Japan, July 2019.
    https://hal.inria.fr/hal-02276549
  • 12O. Tasar, Y. Tarabalka, P. Alliez.
    Continual Learning for Dense Labeling of Satellite Images, in: IGARSS 2019 - IEEE International Geoscience and Remote Sensing Symposium, Yokohama, Japan, July 2019.
    https://hal.inria.fr/hal-02276543

International Conferences with Proceedings

  • 13G. Bahl, L. Daniel, M. Moretti, F. Lafarge.
    Low-power neural networks for semantic segmentation of satellite images, in: ICCV Workshop on Low-Power Computer Vision, Seoul, South Korea, October 2019.
    https://hal.inria.fr/hal-02277061
  • 14J.-P. Bauchet, F. Lafarge.
    City Reconstruction from Airborne Lidar: A Computational Geometry Approach, in: 3D GeoInfo 2019 - 14thConference 3D GeoInfo, Singapore, Singapore, September 2019.
    https://hal.inria.fr/hal-02295768
  • 15G. Charpiat, N. Girard, L. Felardos, Y. Tarabalka.
    Input Similarity from the Neural Network Perspective, in: Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December 2019.
    https://hal.inria.fr/hal-02394647
  • 16O. Ennafii, A. Le Bris, F. Lafarge, C. Mallet.
    Scalable Evaluation of 3D City Models, in: IGARSS 2019 - IEEE International Geoscience and Remote Sensing Symposium, Yokohama, Japan, July 2019.
    https://hal.inria.fr/hal-02165557
  • 17O. Ennafii, C. Mallet, A. Le Bris, F. Lafarge.
    The necessary yet complex evaluation of 3D city models: a semantic approach, in: JURSE 2019 - Joint Urban Remote Sensing Event, Vannes, France, May 2019.
    https://hal.inria.fr/hal-02165562
  • 18M. Li, P. Tu, W. Heidrich.
    Robust Joint Image Reconstruction from Color and Monochrome Cameras, in: British Machine Vision Conference, Cardiff, United Kingdom, Proceedings of the British Machine Vision Conference, September 2019, To appear in the proceedings.
    https://hal.inria.fr/hal-02370233
  • 19C. Portaneri, P. Alliez, M. Hemmer, L. Birklein, E. Schoemer.
    Cost-driven framework for progressive compression of textured meshes, in: ACM 2019 - 10th Multimedia Systems Conference, Amherst, United States, ACM Press, June 2019, pp. 175-188. [ DOI : 10.1145/3304109.3306225 ]
    https://hal.inria.fr/hal-02273929

Conferences without Proceedings

  • 20V. Vadez, F. Brunetti, P. Alliez.
    First steps of numerical simulation using Artificial Intelligence, in: European Space Thermal Engineering Workshop 2019, Amsterdam, Netherlands, October 2019.
    https://hal.inria.fr/hal-02367540

Internal Reports

Other Publications

  • 22D. Cohen-Steiner, A. Lieutier, J. Vuillamy.
    Lexicographic optimal homologous chains and applications to point cloud triangulations, December 2019, working paper or preprint.
    https://hal.archives-ouvertes.fr/hal-02391240
  • 23D. Cohen-Steiner, A. Lieutier, J. Vuillamy.
    Regular triangulations as lexicographic optimal chains, December 2019, working paper or preprint.
    https://hal.archives-ouvertes.fr/hal-02391285
  • 24O. Tasar, S. L. Happy, Y. Tarabalka, P. Alliez.
    ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation Using Color Mapping Generative Adversarial Networks, November 2019, working paper or preprint.
    https://hal.inria.fr/hal-02382155
  • 25O. Tasar, Y. Tarabalka, P. Alliez, A. Giros, S. Clerc.
    From Satellite Images to Vector Representations, November 2019, JC2 - 14èmes Journées CNES Jeunes Chercheurs, Poster.
    https://hal.inria.fr/hal-02367545

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