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

Major publications by the team in recent years
[1]
A. Boukhayma, E. Boyer.
Surface Motion Capture Animation Synthesis, in: IEEE Transactions on Visualization and Computer Graphics, June 2019, vol. 25, no 6, pp. 2270-2283. [ DOI : 10.1109/TVCG.2018.2831233 ]
https://hal.inria.fr/hal-01781164
[2]
V. Leroy, J.-S. Franco, E. Boyer.
Shape Reconstruction Using Volume Sweeping and Learned Photoconsistency, in: European Conference on Computer Vision, Munich, Germany, Lecture Notes in Computer Science, Springer, September 2018, vol. 11213, pp. 796-811. [ DOI : 10.1007/978-3-030-01240-3_48 ]
https://hal.archives-ouvertes.fr/hal-01849286
[3]
J. Pansiot, E. Boyer.
CBCT of a Moving Sample from X-rays and Multiple Videos, in: IEEE Transactions on Medical Imaging, February 2019, vol. 38, no 2, pp. 383-393. [ DOI : 10.1109/TMI.2018.2865228 ]
https://hal.inria.fr/hal-01857487
[4]
N. Verma, E. Boyer, J. Verbeek.
FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis, in: CVPR - IEEE Conference on Computer Vision & Pattern Recognition, Salt Lake City, United States, IEEE, 2018, pp. 2598-2606. [ DOI : 10.1109/CVPR.2018.00275 ]
https://hal.inria.fr/hal-01540389
Publications of the year

Doctoral Dissertations and Habilitation Theses

[5]
V. Leroy.
Fast and Accurate 4D Modeling of Large Multi-Camera Sequences, Université Grenoble Alpes (2016-2019) ; Inria Grenoble, October 2019.
https://hal.archives-ouvertes.fr/tel-02435385
[6]
J. Yang.
Learning shape spaces of dressed 3D human models in motion, Université Grenoble Alpes, March 2019.
https://tel.archives-ouvertes.fr/tel-02091727

Articles in International Peer-Reviewed Journals

[7]
A. Boukhayma, E. Boyer.
Surface Motion Capture Animation Synthesis, in: IEEE Transactions on Visualization and Computer Graphics, June 2019, vol. 25, no 6, pp. 2270-2283. [ DOI : 10.1109/TVCG.2018.2831233 ]
https://hal.inria.fr/hal-01781164
[8]
N. Hesse, S. Pujades, M. J. Black, M. Arens, U. Hofmann, S. Schroeder.
Learning and Tracking the 3D Body Shape of Freely Moving Infants from RGB-D sequences, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, June 2019, 12 p. [ DOI : 10.1109/TPAMI.2019.2917908 ]
https://hal.inria.fr/hal-02162171
[9]
J. Pansiot, E. Boyer.
CBCT of a Moving Sample from X-rays and Multiple Videos, in: IEEE Transactions on Medical Imaging, February 2019, vol. 38, no 2, pp. 383-393. [ DOI : 10.1109/TMI.2018.2865228 ]
https://hal.inria.fr/hal-01857487
[10]
S. Pujades, B. Mohler, A. Thaler, J. Tesch, N. Mahmood, N. Hesse, H. H. Bülthoff, M. J. Black.
The Virtual Caliper: Rapid Creation of Metrically Accurate Avatars from 3D Measurements, in: IEEE Transactions on Visualization and Computer Graphics, May 2019, vol. 25, no 5, pp. 1887-1897. [ DOI : 10.1109/TVCG.2019.2898748 ]
https://hal.inria.fr/hal-02162159

International Conferences with Proceedings

[11]
M. Armando, J.-S. Franco, E. Boyer.
Adaptive Mesh Texture for Multi-View Appearance Modeling, in: 3DV 2019 - 7th International Conference on 3D Vision, Quebec City, Canada, IEEE, September 2019, pp. 1-9.
https://hal.inria.fr/hal-02284101
[12]
J. Basset, S. Wuhrer, E. Boyer, F. Multon.
Contact Preserving Shape Transfer For Rigging-Free Motion Retargeting, in: MIG 2019 - ACM SIGGRAPH Conference Motion Interaction and Games, Newcastle Upon Tyne, United Kingdom, ACM, October 2019, pp. 1-10. [ DOI : 10.1145/3359566.3360075 ]
https://hal.archives-ouvertes.fr/hal-02293308
[13]
V. Fernández Abrevaya, A. Boukhayma, S. Wuhrer, E. Boyer.
A Decoupled 3D Facial Shape Model by Adversarial Training, in: ICCV 2019 - International Conference on Computer Vision, Seoul, South Korea, October 2019, pp. 1-10.
https://hal.archives-ouvertes.fr/hal-02064711
[14]
V. Gabeur, J.-S. Franco, X. Martin, C. Schmid, G. Rogez.
Moulding Humans: Non-parametric 3D Human Shape Estimation from Single Images, in: ICCV 2019 - International Conference on Computer Vision, Seoul, South Korea, October 2019, pp. 1-10.
https://hal.inria.fr/hal-02242795
[15]
Best Paper
R. Klokov, J. Verbeek, E. Boyer.
Probabilistic Reconstruction Networks for 3D Shape Inference from a Single Image, in: BMVC 2019 - British Machine Vision Conference, Cardiff, United Kingdom, September 2019, pp. 1-15, https://arxiv.org/abs/1908.07475 - Awarded with Best Science Paper Honourable Mention Award at BMVC'19..
https://hal.inria.fr/hal-02268466
[16]
A.-H. Rasheed, V. Romero, F. Bertails-Descoubes, A. Lazarus, S. Wuhrer, J.-S. Franco.
Estimating friction in cloth, using simulation and machine learning, in: APS 2019 - American Physical Society March Meeting, Boston, United States, March 2019, 1 p.
https://hal.inria.fr/hal-01982257

Other Publications

[17]
B. Egger, W. A. P. Smith, A. Tewari, S. Wuhrer, M. Zollhoefer, T. Beeler, F. Bernard, T. Bolkart, A. Kortylewski, S. Romdhani, C. Theobalt, V. Blanz, T. Vetter.
3D Morphable Face Models - Past, Present and Future, September 2019, https://arxiv.org/abs/1909.01815 - working paper or preprint.
https://hal.inria.fr/hal-02280281