Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

1S. Prigent.

Apport de l'imagerie multi et hyperspectrale pour l'évaluation de la pigmentation de la peau, Université de Nice Sophia-Antipolis, November 2012.

http://hal.inria.fr/tel-00764831
2A. Voisin.

Classification supervisée d'images d'observation de la Terre à haute résolution par utilisation de méthodes markoviennes, Université de Nice Sophia-Antipolis, October 2012.

http://hal.inria.fr/tel-00747906
3J. Zhou.

Application de l'identification d'objets sur images à l'étude de canopées de peuplements forestiers tropicaux : cas des plantations d'Eucalyptus et des mangroves, Université Montpellier II - Sciences et Techniques du Languedoc, November 2012.

http://hal.inria.fr/tel-00763706

Articles in International Peer-Reviewed Journals

4C. Benedek, X. Descombes, J. Zerubia.

Building Development Monitoring in Multitemporal Remotely Sensed Image Pairs with Stochastic Birth-Death Dynamics, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, January 2012, vol. 34, n^o 1, p. 33-50. [ DOI : 10.1109/TPAMI.2011.94 ]

http://hal.inria.fr/hal-00730552
5K. Bernard, Y. Tarabalka, J. Angulo, J. Chanussot, J. A. Benediktsson.

Spectral-Spatial Classification of Hyperspectral Data based on a Stochastic Minimum Spanning Forest Approach, in: IEEE Transactions on Image Processing, April 2012, vol. 21, n^o 4, p. 2008-2021. [ DOI : 10.1109/TIP.2011.2175741 ]

http://hal.inria.fr/hal-00728498
6M. Fauvel, Y. Tarabalka, J. A. Benediktsson, J. Chanussot, J. Tilton.

Advances in Spectral-Spatial Classification of Hyperspectral Images, in: Proceedings of the IEEE, 2012. [ DOI : 10.1109/JPROC.2012.2197589 ]

http://hal.inria.fr/hal-00737075
7K. Kayabol, J. Zerubia.

Unsupervised amplitude and texture classification of SAR images with multinomial latent model, in: IEEE Transactions on Image Processing, September 2012. [ DOI : 10.1109/TIP.2012.2219545 ]

http://hal.inria.fr/hal-00745387
8Y. Tarabalka, J. Tilton, J. A. Benediktsson, J. Chanussot.

A marker-based approach for the automated selection of a single segmentation from a hierarchical set of image segmentations, in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, February 2012, vol. 5, n^o 1, p. 262-272. [ DOI : 10.1109/JSTARS.2011.2173466 ]

http://hal.inria.fr/hal-00729001
9J. Tilton, Y. Tarabalka, P. Montesano, E. Gofman.

Best Merge Region-Growing Segmentation with Intergrated Nonadjacent Region Object Aggregation, in: IEEE Transactions on Geoscience and Remote Sensing, November 2012, vol. 50, n^o 11, p. 4454-4467. [ DOI : 10.1109/TGRS.2012.2190079 ]

http://hal.inria.fr/hal-00737067
10A. Voisin, V. Krylov, G. Moser, S. Serpico, J. Zerubia.

Classification of Very High Resolution SAR Images of Urban Areas Using Copulas and Texture in a Hierarchical Markov Random Field Model, in: IEEE Geoscience and Remote Sensing Letters, 2013, vol. 10, n^o 1, p. 96-100. [ DOI : 10.1109/LGRS.2012.2193869 ]

http://hal.inria.fr/hal-00723280
11J. Zhou, C. Proisy, X. Descombes, G. Le Maire, Y. Nouvellon, J.-L. Stape, G. Viennois, J. Zerubia, P. Couteron.

Mapping local density of young Eucalyptus plantations by individual tree detection in high spatial resolution satellite images, in: Forest Ecology and Management, 2012. [ DOI : 10.1016/j.foreco.2012.10.007 ]

http://hal.inria.fr/hal-00741010

International Conferences with Proceedings

12K. Kayabol, J. Zerubia.

A Comparison of Texture and Amplitude based Unsupervised SAR Image Classifications for Urban Area Extraction, in: IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, Munich, Germany, July 2012, p. 1-4.

http://hal.inria.fr/hal-00697172
13K. Kayabol, J. Zerubia.

An hierarchical approach for model-based classification of SAR images, in: 20th Signal Processing and Communications Applications Conference, Mugla, Turkey, April 2012.

http://hal.inria.fr/hal-00686658
14V. Krylov, G. Moser, A. Voisin, S. Serpico, J. Zerubia.

Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test, in: IEEE International Conference on Image Processing 2012, Orlando, United States, October 2012.

http://hal.inria.fr/hal-00724284
15G. Le Maire, Y. Nouvellon, O. Roupsard, M. Christina, F. Charbonnier, J. Zhou, F. Ponzoni, J.-L. Stape, J. Dauzat, P. Couteron, C. Proisy.

Very high resolution satellite images for parametrization of tree-scale forest process-based model, in: IEEE IGARSS - International Geoscience and Remote Sensing Symposium, Munich, Germany, July 2012.

http://hal.inria.fr/hal-00741004
16S. Serpico, L. Bruzzone, G. Corsini, W. Emery, P. Gamba, A. Garzelli, G. Mercier, J. Zerubia, N. Acito, B. Aiazzi, F. Bovolo, F. Dell'acqua, M. De Martino, M. Diani, V. Krylov, G. Lisini, C. Marin, G. Moser, A. Voisin, C. Zoppetti.

Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures, in: IEEE IGARSS - International Geoscience and Remote Sensing Symposium, Munich, Germany, 2012.

http://hal.inria.fr/hal-00729089
17Y. Tarabalka, L. Brucker, A. Ivanoff, J. Tilton.

Shape-constrained segmentation approach for Arctic multiyear sea ice floe analysis, in: IEEE IGARSS - International Geoscience and Remote Sensing Symposium, Munich, Germany, IEEE, July 2012.

http://hal.inria.fr/hal-00729033
18Y. Tarabalka.

Overview of Hierarchical Models for Hyperspectral Image Classification, in: UkrOBRAZ - Signal/Image Processing and Pattern Recognition Conference, Kiev, Ukraine, October 2012, p. 1-4.

http://hal.inria.fr/hal-00752928
19Y. Tarabalka, J. Tilton.

Improved hierarchical optimization-based classification of hyperspectral images using shape analysis, in: IEEE IGARSS - International Geoscience and Remote Sensing Symposium, Munich, Germany, IEEE, July 2012.

http://hal.inria.fr/hal-00729038
20Y. Verdie, F. Lafarge.

Efficient Monte Carlo sampler for detecting parametric objects in large scenes, in: ECCV 2012, Firenze, Italy, A. Fitzgibbon, S. Lazebnik, P. Perona, Y. Sato, C. Schmid (editors), Lecture Notes in Computer Science - LNCS, Springer, October 2012, vol. 7574, p. 539-552. [ DOI : 10.1007/978-3-642-33712-3_39 ]

http://hal.inria.fr/hal-00742770
21A. Voisin, V. Krylov, G. Moser, S. Serpico, J. Zerubia.

Classification of multi-sensor remote sensing images using an adaptive hierarchical Markovian model, in: Eusipco - 20th European Signal Processing Conference, Bucarest, Romania, EURASIP (editor), September 2012.

http://hal.inria.fr/hal-00723286
22A. Voisin, V. Krylov, G. Moser, S. Serpico, J. Zerubia.

Multichannel hierarchical image classification using multivariate copulas, in: IS&T/SPIE Electronic Imaging - Computational Imaging X, San Francisco, United States, 2012, vol. 8296. [ DOI : 10.1117/12.917298 ]

http://hal.inria.fr/hal-00667187

Conferences without Proceedings

23A. Voisin, V. Krylov, G. Moser, S. Serpico, J. Zerubia.

Multiscale classification of very high resolution SAR images of urban areas by Markov random fields, copula functions, and texture extraction, in: GTTI - Riunione annuale dell'associazione Gruppo nazionale Telecomunicazioni e Tecnologie dell'Informazione, Cagliari, Italy, June 2012.

http://hal.inria.fr/hal-00727404

Scientific Books (or Scientific Book chapters)

24Z. Kato, J. Zerubia.

Markov Random Fields in Image Segmentation. Collection Foundation and Trends in Signal Processing, Now editor, World Scientific, September 2012, 168 p.

http://hal.inria.fr/hal-00737058
25V. Krylov, G. Moser, S. Serpico, J. Zerubia.

Probability Density Function Estimation for Classification of High Resolution SAR Images, in: Signal Processing for Remote Sensing, Second Edition, C. Chen (editor), Taylor & Francis, February 2012, p. 339-363.

http://hal.inria.fr/hal-00729044

Internal Reports

26S. Prigent, X. Descombes, D. Zugaj, L. Petit, A.-S. Dugaret, P. Martel, J. Zerubia.

Classification of skin hyper-pigmentation lesions with multi-spectral images, Inria, October 2012, n^o RR-8105.

http://hal.inria.fr/hal-00745367
27S. Prigent, X. Descombes, D. Zugaj, L. Petit, A.-S. Dugaret, P. Martel, J. Zerubia.

Skin lesion evaluation from multispectral images, Inria, November 2012, n^o RR-8136, 23 p.

http://hal.inria.fr/hal-00757039
28Y. Verdie, F. Lafarge.

Towards the parallelization of Reversible Jump Markov Chain Monte Carlo algorithms for vision problems, Inria, July 2012, n^o RR-8016.

http://hal.inria.fr/hal-00720005

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