Bibliography

Major publications by the team in recent years

1B. Glocker, A. Sotiras, N. Komodakis, N. Paragios.

Deformable Registration: Setting the State of the Art with Discrete Methods, in: Annual Reviews on Biomedical Engineering, 2011, p. 219-244.
2I. Kokkinos, A. Yuille.

Inference and Learning with Hierarchical Shape Models, in: International Journal in Computer Vision, 2011, p. 201-225.
3N. Komodakis, N. Paragios, G. Tziritas.

MRF Energy Minimization and Beyond via Dual Decomposition, in: IEEE Trans. Pattern Anal. Mach. Intell., 2011, vol. 33, n^o 3, p. 531-552.
4P. Kumar, V. Kolmogorov, P. Torr.

An Analysis of Convex Relaxations forMAP Estimation of Discrete MRFs, in: Journal of Machine Learning Research, 2009, p. 71-106.
5C. H. Lampert, M. B. Blaschko, T. Hofmann.

Efficient Subwindow Search: A Branch and Bound Framework for Object Localization, in: IEEE Trans. Pattern Anal. Mach. Intell., 2009, vol. 31, n^o 12, p. 2129-2142.
6L. Simon, O. Teboul, P. Koutsourakis, N. Paragios.

Random Exploration of the Procedural Space for Single-View 3D Modeling of Buildings, in: International Journal of Computer Vision, 2011, vol. 93, n^o 2, p. 253-271.

Publications of the year

Doctoral Dissertations and Habilitation Theses

7D. Pescia.

Segmentation des tumeurs du foie sur des images de scanner CT, Ecole Centrale Paris, Jan 2011.
8L. Simon.

Procedural Reconstruction of Buildings: Towards Large Scale Automatic 3D Modeling of Urban Environments, Ecole Centrale Paris, Jul 2011.
9A. Sotiras.

Discrete Image Registration: a Hybrid Paradigm, Ecole Centrale Paris, Nov 2011.
10O. Teboul.

Shape Grammar Parsing: Application to Image-nased Modeling, Ecole Centrale Paris, Jun 2011.
11C. Wang.

Distributed and Higher-Order Graphical Models: towards Segmentation, Tracking, Matching and 3D Model Inference, Ecole Centrale Paris, Sep 2011.

Articles in International Peer-Reviewed Journal

12B. Glocker, A. Sotiras, N. Komodakis, N. Paragios.

Deformable Registration: Setting the State of the Art with Discrete Methods, in: Annual Reviews on Biomedical Engineering, 2011, p. 219-244.
13S. Kadoury, H. Labelle, N. Paragios.

Automatic inference of articulated spine models in CT images using high-order Markov Random Fields, in: Medical Image Analysis, 2011, vol. 15, n^o 4, p. 426-437.
14I. Kokkinos, A. Yuille.

Inference and Learning with Hierarchical Shape Models, in: International Journal in Computer Vision, 2011, p. 201-225.
15N. Komodakis, G. Langs, H. Bischof, N. Paragios.

Special issue on Optimization for vision, graphics and medical imaging: Theory and applications, in: Computer Vision and Image Understanding, 2011, vol. 115, n^o 12, 1597 p.
16N. Komodakis, N. Paragios, G. Tziritas.

MRF Energy Minimization and Beyond via Dual Decomposition, in: IEEE Trans. Pattern Anal. Mach. Intell., 2011, vol. 33, n^o 3, p. 531-552.
17G. Langs, N. Paragios, P. Desgranges, A. Rahmouni, H. Kobeiter.

Learning deformation and structure simultaneously: In situ endograft deformation analysis, in: Medical Image Analysis, 2011, vol. 15, n^o 1, p. 12-21.
18K. Murphy, B. van Ginneken, J. M. Reinhardt, S. Kabus, K. Ding, X. Deng, K. Cao, K. Du, G. E. Christensen, V. Garcia, T. Vercauteren, N. Ayache, O. Commowick, G. Malandain, B. Glocker, N. Paragios, N. Navab, V. Gorbunova, J. Sporring, M. de Bruijne, X. Han, M. P. Heinrich, J. A. Schnabel, M. Jenkinson, C. Lorenz, M. Modat, J. McClelland, S. Ourselin, S. E. A. Muenzing, M. A. Viergever, D. D. Nigris, L. Collins, T. Arbel, M. Peroni, R. Li, G. C. Sharp, A. Schmidt-Richberg, J. Ehrhardt, R. Werner, D. Smeets, D. Loeckx, G. Song, N. J. Tustison, B. B. Avants, J. C. Gee, M. Staring, S. Klein, B. C. Stoel, M. Urschler, M. Werlberger, J. Vandemeulebroucke, S. Rit, D. Sarrut, J. P. W. Pluim.

Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge, in: IEEE Trans. Med. Imaging, 2011, vol. 30, n^o 11, p. 1901-1920.
19Y. Ou, A. Sotiras, N. Paragios, C. Davatzikos.

DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting, in: Medical Image Analysis, 2011, vol. 15, n^o 4, p. 622-639.
20L. Simon, O. Teboul, P. Koutsourakis, N. Paragios.

Random Exploration of the Procedural Space for Single-View 3D Modeling of Buildings, in: International Journal of Computer Vision, 2011, vol. 93, n^o 2, p. 253-271.

International Conferences with Proceedings

21S. Alchatzidis, A. Sotiras, N. Paragios.

Efficient parallel message computation for MAP inference, in: ICCV, 2011, p. 1379 - 1386.
22A. Besbes, N. Paragios.

Landmark-based segmentation of lungs while handling partial correspondences using sparse graph-based priors, in: ISBI, 2011, p. 989-995.
23H. Boussaid, S. Kadoury, I. Kokkinos, J.-Y. Lazennec, G. Zheng, N. Paragios.

3D Model-based Reconstruction of the Proximal Femur from Low-dose Biplanar X-Ray Images, in: Proceedings of the British Machine Vision Conference, BMVA Press, 2011, p. 35.1–35.10.
24N. Honnorat, R. Vaillant, J. S. Duncan, N. Paragios.

Curvilinear structures extraction in cluttered bioimaging data with discrete optimization methods, in: ISBI, 2011, p. 1353-1357.
25N. Honnorat, R. Vaillant, N. Paragios.

Graph-Based Geometric-Iconic Guide-Wire Tracking, in: MICCAI (1), 2011, p. 9-16.
26E. Kokiopoulou, D. Kressner, M. Zervos, N. Paragios.

Optimal similarity registration of volumetric images, in: CVPR, 2011, p. 2449-2456.
27I. Kokkinos.

Rapid Deformable Object Detection using Dual-Tree Branch-and-Bound, in: Neural Information Processing Systems (NIPS), 2011.
28U. Kurkure, Y. H. Le, N. Paragios, J. P. Carson, T. Ju, I. Kakadiaris.

Landmark/image-based deformable registration of gene expression data, in: CVPR, 2011, p. 1089-1096.
29U. Kurkure, Y. H. Le, N. Paragios, J. P. Carson, T. Ju, I. Kakadiaris.

Markov Random Field-based fitting of a subdivision-based geometric atlas, in: ICCV, 2011, p. 2540 - 2547.
30H. Langet, C. Riddell, Y. Trousset, A. Tenenhaus, E. Lahalle, G. Fleury, N. Paragios.

Compressed Sensing Based 3D Tomographic Reconstruction for Rotational Angiography, in: MICCAI (1), 2011, p. 97-104.
31F. Michel, M. M. Bronstein, A. M. Bronstein, N. Paragios.

Boosted metric learning for 3D multi-modal deformable registration, in: ISBI, 2011, p. 1209-1214.
32A. Panagopoulos, C. Wang, D. Samaras, N. Paragios.

Illumination estimation and cast shadow detection through a higher-order graphical model, in: CVPR, 2011, p. 673-680.
33S. Parisot, H. Duffau, S. Chemouny, N. Paragios.

Graph Based Spatial Position Mapping of Low-Grade Gliomas, in: MICCAI (2), 2011, p. 508-515.
34C. Wang, H. Boussaid, L. Simon, J.-Y. Lazennec, N. Paragios.

Pose-Invariant 3D Proximal Femur Estimation through Bi-planar Image Segmentation with Hierarchical Higher-Order Graph-Based Priors, in: MICCAI (3), 2011, p. 346-353.
35C. Wang, M. M. Bronstein, A. M. Bronstein, N. Paragios.

Discrete Minimum Distortion Correspondence Problems for Non-rigid Shape Matching, in: SSVM, 2011, p. 580-591.
36C. Wang, Y. Zeng, L. Simon, I. Kakadiaris, D. Samaras, N. Paragios.

Viewpoint invariant 3D landmark model inference from monocular 2D images using higher-order priors, in: ICCV, 2011, p. 319 - 326.
37B. Xiang, C. Wang, J.-F. Deux, A. Rahmouni, N. Paragios.

Tagged cardiac MR image segmentation using boundary & regional-support and graph-based deformable priors, in: ISBI, 2011, p. 1706-1711.
38Y. Zeng, C. Wang, Y. Wang, X. Gu, D. Samaras, N. Paragios.

Intrinsic dense 3D surface tracking, in: CVPR, 2011, p. 1225-1232.

Conferences without Proceedings

39H. Langet, C. Riddell, Y. Trousset, A. Tenenhaus, E. Lahalle, G. Fleury, N. Paragios.

Sparsity Constraints and DedicatedAcquisition Protocols for Improved Digital Subtraction Rotational Angiography, in: Fully3D, 2011.
40O. Teboul, I. Kokkinos, L. Simon, P. Koutsourakis, N. Paragios.

Shape grammar parsing via Reinforcement Learning, in: CVPR, 2011, p. 2273-2280.

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