Personnel
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

Major publications by the team in recent years
[1]
D. 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.
https://hal.inria.fr/hal-00862648
[2]
L. Duan, F. Lafarge.
Towards large-scale city reconstruction from satellites, in: European Conference on Computer Vision (ECCV), Amsterdam, Netherlands, October 2016.
https://hal.inria.fr/hal-01352466
[3]
J.-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.
https://hal.inria.fr/hal-01581981
[4]
S. 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 ]
https://hal.inria.fr/hal-00844472
[5]
F. 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.
https://hal.inria.fr/hal-00822763
[6]
E. 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.
https://hal.inria.fr/hal-01393279
[7]
E. 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.
https://hal.inria.fr/hal-01182772
[8]
M. 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 ]
https://hal.inria.fr/hal-01519006
[9]
Y. Verdie, F. Lafarge, P. Alliez.
LOD Generation for Urban Scenes, in: ACM Transactions on Graphics, 2015, vol. 34, no 3, 15 p.
https://hal.inria.fr/hal-01113078
[10]
Y. 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 ]
https://hal.inria.fr/hal-00843022
Publications of the year

Doctoral Dissertations and Habilitation Theses

[11]
L. Duan.
Geometric modeling of urban scenes from satellite imagery, Université Côte d'Azur, Apr 2017.
[12]
E. Maggiori.
Learning approaches for large-scale remote sensing image classification, Université Côte d'Azur, June 2017.
https://hal.inria.fr/tel-01589661
[13]
Y. Tarabalka.
Learning Approaches for Remote Sensing Image Classification, UCA, Inria, November 2017, Habilitation à diriger des recherches.
https://hal.archives-ouvertes.fr/tel-01660895

Articles in International Peer-Reviewed Journals

[14]
J.-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.
https://hal.inria.fr/hal-01581981
[15]
K. Hu, D.-M. Yan, D. Bommes, P. Alliez, B. Benes.
Error-Bounded and Feature Preserving Surface Remeshing with Minimal Angle Improvement, in: IEEE Transactions on Visualization and Computer Graphics, January 2017. [ DOI : 10.1109/TVCG.2016.2632720 ]
https://hal.inria.fr/hal-01549584
[16]
E. Maggiori, G. Charpiat, Y. Tarabalka, P. Alliez.
Recurrent Neural Networks to Correct Satellite Image Classification Maps, in: IEEE Transactions on Geoscience and Remote Sensing, September 2017.
https://hal.archives-ouvertes.fr/hal-01660764
[17]
E. Maggiori, Y. Tarabalka, G. Charpiat, P. Alliez.
Convolutional Neural Networks for Large-Scale Remote Sensing Image Classification, in: IEEE Transactions on Geoscience and Remote Sensing, February 2017.
https://hal.inria.fr/hal-01369906
[18]
E. 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, https://arxiv.org/abs/1611.01962.
https://hal.inria.fr/hal-01393279
[19]
M. 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 ]
https://hal.inria.fr/hal-01519006
[20]
M. Rouhani, F. Lafarge, P. Alliez.
Semantic Segmentation of 3D Textured Meshes for Urban Scene Analysis, in: ISPRS Journal of Photogrammetry and Remote Sensing, 2017, vol. 123, pp. 124 - 139. [ DOI : 10.1016/j.isprsjprs.2016.12.001 ]
https://hal.inria.fr/hal-01469502
[21]
A. Schmidt, F. Lafarge, C. Brenner, F. Rottensteiner, C. Heipke.
Forest point processes for the automatic extraction of networks in raster data, in: ISPRS Journal of Photogrammetry and Remote Sensing, 2017, vol. 126, pp. 38 - 55. [ DOI : 10.1016/j.isprsjprs.2017.01.012 ]
https://hal.inria.fr/hal-01469514

International Conferences with Proceedings

[22]
E. Maggiori, Y. Tarabalka, G. Charpiat, P. Alliez.
Can Semantic Labeling Methods Generalize to Any City? The Inria Aerial Image Labeling Benchmark, in: IEEE International Symposium on Geoscience and Remote Sensing (IGARSS), Fort Worth, United States, July 2017.
https://hal.inria.fr/hal-01468452
[23]
E. Maggiori, Y. Tarabalka, G. Charpiat, P. Alliez.
High-resolution image classification with convolutional networks, in: IEEE International Geoscience and Remote Sensing Symposium - IGARSS 2017, Fort Worth, United States, July 2017.
https://hal.archives-ouvertes.fr/hal-01660754
[24]
E. Maggiori, Y. Tarabalka, G. Charpiat, P. Alliez.
Polygonization of Remote Sensing Classification Maps by Mesh Approximation, in: ICIP 2017 - IEEE International Conference on Image Processing, Beijing, China, September 2017, 5 p.
https://hal.inria.fr/hal-01530460

Scientific Books (or Scientific Book chapters)

[25]
PARTHENOS (editor)
Digital 3D Objects in Art and Humanities: challenges of creation, interoperability and preservation. White paper: A result of the PARTHENOS Workshop held in Bordeaux at Maison des Sciences de l’Homme d’Aquitaine and at Archeovision Lab. (France), November 30th - December 2nd, 2016, PARTHENOS, Bordeaux, France, May 2017, 71 p.
https://hal.inria.fr/hal-01526713
[26]
E. Maggiori, A. Plaza, Y. Tarabalka.
Models for Hyperspectral Image Analysis: From Unmixing to Object-Based Classification, in: Signals and Communication Technology (SCT), Mathematical Models for Remote Sensing Image Processing, November 2017, pp. 37-80. [ DOI : 10.1007/978-3-319-66330-2_2 ]
https://hal.archives-ouvertes.fr/hal-01660899