Bibliography

Major publications by the team in recent years

1M. Blaschko, C. Lampert.

Learning to Localize Objects with Structured Output Regression, in: Proceedings of the 10th European Conference on Computer Vision: Part I, ECCV '08, 2008, p. 2–15.
2B. 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.
3I. Kokkinos.

Rapid Deformable Object Detection using Dual-Tree Branch-and-Bound, in: Neural Information Processing Systems (NIPS), Granada, Spain, December 2011.
4I. Kokkinos, A. Yuille.

Inference and Learning with Hierarchical Shape Models, in: International Journal of Computer Vision, 2011, vol. 93, n^o 2, p. 201-225.
5N. 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.
6M. P. Kumar, V. Kolmogorov, P. Torr.

An analysis of convex relaxations for MAP estimation of discrete MRFs, in: JMLR - Journal of Machine Learning Research, 2009.

http://hal.inria.fr/hal-00773608
7M. P. Kumar, P. Torr, A. Zisserman.

OBJCUT: Efficient segmentation using top-down and bottom-up cues, in: PAMI - IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010.

http://hal.inria.fr/hal-00773609
8C. Lampert, M. Blaschko, T. Hofmann.

Efficient Subwindow Search: A Branch and Bound Framework for Object Localization, in: IEEE Trans. Pattern Anal. Mach. Intell., December 2009, vol. 31, n^o 12, p. 2129–2142.

Publications of the year

Articles in International Peer-Reviewed Journals

9M. Blaschko, C. Lampert.

Guest Editorial: Special Issue on Structured Prediction and Inference, in: International Journal of Computer Vision, 2012, vol. 99, n^o 3, p. 257–258.
10O. Teboul, I. Kokkinos, L. Simon, P. Koutsourakis, N. Paragios.

Parsing Facades with Shape Grammars and Reinforcement Learning, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, Accepted for publication.

International Conferences with Proceedings

11P.-Y. Baudin, N. Azzabou, P. Carlier, N. Paragios.

Automatic skeletal muscle segmentation through random walks and graph-based seed placement, in: ISBI'12, Barcelone, Spain, 2012, p. 1036-1039.
12P.-Y. Baudin, N. Azzabou, P. Carlier, N. Paragios.

Manifold-enhanced Segmentation through Random Walks on Linear Subspace Priors, in: Proceedings of the British Machine Vision Conference, 2012, p. 51.1-51.10.

http://hal.archives-ouvertes.fr/hal-00773635
13P.-Y. Baudin, N. Azzabou, P. Carlier, N. Paragios.

Prior Knowledge, Random Walks and Human Skeletal Muscle Segmentation, in: Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, France, 2012, p. 569-576.

http://hal.archives-ouvertes.fr/hal-00773665
14A. Flint, M. Blaschko.

Perceptron Learning of SAT, in: Neural Information Processing Systems, Lake Tahoe, United States, 2012.

http://hal.inria.fr/hal-00738219
15N. Honnorat, R. Vaillant, N. Paragios.

Graph-based guide-wire segmentation through fusion of contrast-enhanced and fluoroscopic images, in: ISBI, 2012, p. 948-951.
16S. Kadoury, G. Erus, E. Zacharaki, N. Paragios, C. Davatzikos.

Manifold-constrained embeddings for the detection of white matter lesions in brain MRI, in: ISBI, 2012, p. 562-565.
17I. Kokkinos, M. Bronstein, R. Littman, A. Bronstein.

Intrinsic Shape Context Descriptors for Deformable Shapes, in: IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 12), Providence, USA, June 2012.
18I. Kokkinos.

Bounding Part Scores for Rapid Detection with Deformable Part Models, in: 2nd Parts and Attributes Workshop, in conjunction with ECCV 12 , Florence, Italy, October 2012.
19M. P. Kumar, B. Packer, D. Koller.

Modeling latent variable uncertainty for loss-based learning, in: ICML - International Conference on Machine Learning, Edinburgh, UK, 2012.

http://hal.inria.fr/hal-00773605
20H. Langet, C. Riddell, Y. Trousset, A. Tenenhaus, E. Lahalle, G. Fleury, N. Paragios.

Compressed Sensing Dynamic Reconstruction in Rotational Angiography, in: MICCAI'12, Nice, France, 2012, vol. 7510, p. 223-230. [ DOI : 10.1007/978-3-642-33415-3_28 ]

http://hal.inria.fr/hal-00756119
21H. Langet, C. Riddell, Y. Trousset, A. Tenenhaus, E. Lahalle, G. Fleury, N. Paragios.

Compressed sensing subtracted rotational angiography with multiple sparse penalty, in: ISBI'12, Barcelone, Spain, 2012, p. 884-887.

http://hal.inria.fr/hal-00725950
22K. Miller, M. P. Kumar, B. Packer, D. Goodman, D. Koller.

Max-margin min-entropy models, in: AISTATS - International Conference on Artificial Intelligence and Statistics, La Palma, Canary Islands, 2012.

http://hal.inria.fr/hal-00773602
23A. Mittal, M. Blaschko, A. Zisserman, P. Torr.

Taxonomic Multi-class Prediction and Person Layout using Efficient Structured Ranking, in: European Conference on Computer Vision, 2012.
24D. Ok, M. Kozinski, R. Marlet, N. Paragios.

High-Level Bottom-Up Cues for Top-Down Parsing of Facade Images, in: 3DIMPVT, 2012, p. 128-135.
25S. Parisot, H. Duffau, S. Chemouny, N. Paragios.

Graph-based Detection, Segmentation & Characterization of Brain Tumors, in: CVPR - 25th IEEE Conference on Computer Vision and Pattern Recognition 2012, Providence, United States, 2012.

http://hal.inria.fr/hal-00712714
26S. Parisot, H. Duffau, S. Chemouny, N. Paragios.

Joint Tumor Segmentation and Dense Deformable Registration of Brain MR Images, in: MICCAI (2), 2012, p. 651-658.
27M. Raptis, I. Kokkinos, S. Soatto.

Discovering Discriminative Action Parts from Mid-Level Video Representations, in: IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 12), Providence, USA, June 2012.
28J. Rubio, J. Serrat, A. López, N. Paragios.

Image Contextual Representation and Matching through Hierarchies and Higher Order Graphs, in: ICPR, 2012.
29J. Rubio, J. Serrat, A. López, N. Paragios.

Unsupervised co-segmentation through region matching, in: CVPR, 2012, p. 749-756.
30L. Simon, O. Teboul, P. Koutsourakis, L. Van Gool, N. Paragios.

Parameter-free/Pareto-driven procedural 3D reconstruction of buildings from ground-level sequences, in: CVPR, 2012, p. 518-525.
31A. Sotiras, N. Paragios.

Discrete symmetric image registration, in: ISBI, 2012, p. 342-345.
32S. Tsogkas, I. Kokkinos.

Learning-Based Symmetry Detection in Natural Images, in: European Conference on Computer Vision (ECCV 12) , Florence, Italy, October 2012.
33B. Xiang, C. Wang, J.-F. Deux, A. Rahmouni, N. Paragios.

3D cardiac segmentation with pose-invariant higher-order MRFs, in: ISBI, 2012, p. 1425-1428.

Conferences without Proceedings

34H. Langet, C. Riddell, A. Tenenhaus, Y. Trousset, E. Lahalle, G. Fleury, N. Paragios.

Tomographic Reconstruction with L1-Minimization Strategy for Rotational Angiography, in: 20th International Conference on computational statistics (COMPSTAT'12), Limassol, Cyprus, August 2012.

http://hal.inria.fr/hal-00756446
35N. Saphra, J. Kannala, E. Rahtu, M. Blaschko.

Automatic Verification of Boundary Annotations from Mechanical Turk, in: Women in Machine Learning Workshop, 2012.

Scientific Books (or Scientific Book chapters)

36A. Argyriou, R. Foygel, N. Srebro.

Sparse Prediction with the $k$ -Support Norm, in: Advances in Neural Information Processing Systems 25, Lake Tahoe, United States, P. Bartlett, F. Pereira, C. Burges, L. Bottou, K. Weinberger (editors), 2012, p. 1466–1474.

http://arxiv.org/abs/1204.5043

Books or Proceedings Editing

37N. Paragios, J. Duncan, N. Ayache.

N. Paragios, J. Duncan, N. Ayache (editors), Biomedical Image Analysis: Methodologies And Applications, Springer, 2013, - p, 590 pages.

http://hal.inria.fr/inria-00616178

Internal Reports

38M. Blaschko, R. Girshick, J. Kannala, I. Kokkinos, S. Mahendran, S. Maj, S. Mohamed, E. Rahtu, N. Saphra, K. Simonyan, B. Taskar, A. Vedaldi, D. Weiss.

Towards a Detailed Understanding of Objects and Scenes in Natural Images, Johns Hopkins University, Center for Language and Speech Processing Summer Workshop, 2012.
39I. Kokkinos, M. Bronstein, A. Yuille.

Dense Scale Invariant Descriptors for Images and Surfaces, Inria, March 2012, n^o RR-7914.

http://hal.inria.fr/hal-00682775
40I. Kokkinos.

Rapid Deformable Object Detection using Bounding-based Techniques, Inria, April 2012, n^o RR-7940.

http://hal.inria.fr/hal-00696120
41F. Orabona, A. Argyriou, N. Srebro.

PRISMA: PRoximal Iterative SMoothing Algorithm, Inria, November 2012.

http://arxiv.org/abs/1206.2372
42A. Sotiras, C. Davatzikos, N. Paragios.

Deformable Medical Image Registration: A Survey, Inria, September 2012, n^o RR-7919.

http://hal.inria.fr/hal-00684715
43C. Wang, N. Paragios.

Markov Random Fields in Vision Perception: A Survey, Inria, September 2012, n^o RR-7945.

http://hal.inria.fr/hal-00734983

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