@. M. Kulikova, M. Mani, A. Srivastava, X. Descombes, and J. Zerubia, Tree Species Classification Using Radiometry, Texture and Shape Based Features, Proc. of European Signal Processing Conference (EUSIPCO), 2007.
URL : https://hal.archives-ouvertes.fr/inria-00465505

@. M. Kulikova, I. H. Jermyn, X. Descombes, E. Zhizhina, and J. Zerubia, A Marked Point Process Model with Strong Prior Shape Information for the Extraction of Multiple, Arbitrarily-Shaped Objects, 2009 Fifth International Conference on Signal Image Technology and Internet Based Systems, 2009.
DOI : 10.1109/SITIS.2009.38

@. M. Kulikova, I. H. Jermyn, X. Descombes, E. Zhizhina, and J. Zerubia, Extraction of arbitrarily-shaped objects using stochastic multiple birth-and-death dynamics and active contours, Computational Imaging VIII, 2010.
DOI : 10.1117/12.839191

URL : https://hal.archives-ouvertes.fr/inria-00465472

@. M. International-workshops, X. Kulikova, J. Descombes, and . Zerubia, Shape Recognition for Tree Species Classification.' EURANDOM workshop on image analysis and inverse problems, 2006.

@. Teaching and . For, Document Creation with (X)HTML/XML/LaTeX/MSOffice" for the first year students at Ecole Polytechnique Nice, 2008.

@. Teaching and . For, Document Creation with (X)HTML/XML/XSLT/LaTeX/OOffice" for the first year students at Ecole Polytechnique Nice, 2009.

. Bibliography and . Bayburt, Detection of Changes in Istanbul Area With Medium and High Resolution Space Images, Proc. of Commission VII, International Society for Photogrammetry and Remote Sensing Congress, 2008.

. Boser, A training algorithm for optimal margin classifiers, Proceedings of the fifth annual workshop on Computational learning theory , COLT '92, 1992.
DOI : 10.1145/130385.130401

]. J. Bresenham, Algorithm for computer control of a digital plotter, IBM Systems Journal, vol.4, issue.1, pp.25-30, 1965.
DOI : 10.1147/sj.41.0025

]. C. Burgers, Tutorial on Support Vector Machines for Pattern Recognition, 1998.

. Caselles, Geodesic active contours, Proceedings of IEEE International Conference on Computer Vision, pp.61-79, 1997.
DOI : 10.1109/ICCV.1995.466871

. Chatelain, Parameter Estimation for Marked Point Processes. Application to Object Extraction from Remote Sensing Images, Proc. Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009.
DOI : 10.1201/9780203496930

URL : https://hal.archives-ouvertes.fr/hal-00391719

. Cremers, Kernel Density Estimation and Intrinsic Alignment for Shape Priors in Level Set Segmentation, International Journal of Computer Vision, vol.127, issue.2, pp.335-351, 2006.
DOI : 10.1007/s11263-006-7533-5

. Cremers, A Multiphase Dynamic Labeling Model for Variational Recognition-driven Image Segmentation, International Journal of Computer Vision, vol.18, issue.9, pp.67-81, 2006.
DOI : 10.1007/s11263-005-3676-z

. Cremers, Diffusion Snakes: Introducing Statistical Shape Knowledge into the Mumford-Shah Functional, International Journal of Computer Vision, vol.33, issue.3, pp.347-359, 2006.

V. J. Daley, D. Daley, and -. Vere, An introduction to the Theory of Point Processes, 1988.

. Descamps, Détection de Flamants Roses par Processus Ponctuels Marqués pour l'Estimation de la Taille des Populations, 2009.

. Descombes, Object Extraction Using a Stochastic Birth-and-Death Dynamics in Continuum, Journal of Mathematical Imaging and Vision, vol.21, issue.3, pp.347-359, 2009.
DOI : 10.1007/s10851-008-0117-y

URL : https://hal.archives-ouvertes.fr/inria-00133726

M. J. Geyer, J. Geyer, and . Moller, Simulation and likelihood inference for spatial point processes, Scandinavian Journal of Statistics, vol.21, pp.359-373, 1994.

. Gougeon, Individual Tree Crown Species Recognition: the Nahmint Study, Proc. of the International Forum on Automated Interpretation of High Spatial Resolution Digital Imagery for Forestry, pp.209-223, 1998.

. F. Gougeon and . Gougeon, Comparison of Possible Multispectral Classification Schemes for Tree Crowns Individually Delineatedon High Spatial Resolution MEIS Images, Canadian Journal of Remote Sensing, vol.2, issue.3, pp.1-9, 1995.
DOI : 10.1109/ICPR.1990.118210

]. F. Gougeon, A Crown-Following Approach to the Automatic Delineation of Individual Tree Crowns in High Spatial Resolution Aerial Images, Canadian Journal of Remote Sensing, vol.18, issue.3, pp.274-284, 1995.
DOI : 10.1016/0034-4257(92)90010-H

]. F. Gougeon, Vers l'Inventaire Forestier Automatisé : Reconnaître l'Arbre ou la Forêt ? CD-ROM du 9 eme Congrès de L'Association Québécoise de Télédétection, 1996.

]. P. Green, Reversible jump Markov chain Monte Carlo computation and Bayesian model determination, Biometrika, vol.82, issue.4, pp.711-732, 1995.
DOI : 10.1093/biomet/82.4.711

]. R. Haralick, Statistical and structural approaches to texture, Proc. IEEE, 1978.
DOI : 10.1109/PROC.1979.11328

]. P. Horvath, The 'Gas of Circles' Model and Its Application to Tree Crown Extraction, 2007.
URL : https://hal.archives-ouvertes.fr/tel-00507418

B. Isard, A. Isard, and . Blake, Condensation-Conditional Density Propagation for Visual Tracking, International Journal of Computer Vision, vol.29, issue.1, pp.5-28, 1998.
DOI : 10.1023/A:1008078328650

]. M. Jacobsen, Point Process Theory and Applications : Marked Point and Piecewise Deterministic Processes, 2006.

S. H. Joshi, A. Joshi, and . Srivastava, Intrinsic Bayesian Active Contours for Extraction of Object Boundaries in Images, International Journal of Computer Vision, vol.58, issue.2, pp.331-355, 2009.
DOI : 10.1007/s11263-008-0179-8

. Joshi, A Novel Representation for Riemannian Analysis of Elastic Curves in Rn, 2007 IEEE Conference on Computer Vision and Pattern Recognition, 2007.
DOI : 10.1109/CVPR.2007.383185

. Joshi, Removing Shape-Preserving Transformations in Square-Root Elastic (SRE) Framework for Shape Analysis of Curves, Proc. Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007.
DOI : 10.1007/978-3-540-74198-5_30

]. S. Joshi, Inferences in Shape Space with Applications to Image Analysis and Computer Vision, 2007.

]. C. Kervann and H. Heitz, A Hierarchical Markov Modeling Approach for the Segmentation and Tracking of Deformable Shapes, Graphical Models and Image Processing, vol.60, issue.3, pp.173-195, 1998.
DOI : 10.1006/gmip.1998.0469

]. R. Khudeev, A New Flood-Fill Algorithm for Closed Contour, 2005 Siberian Conference on Control and Communications, 2005.
DOI : 10.1109/SIBCON.2005.1611214

. Klassen, Analysis of planar shapes using geodesic paths on shape spaces, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.26, issue.3, pp.372-383, 2004.
DOI : 10.1109/TPAMI.2004.1262333

. Kulikova, Tree Species Classification Using Radiometry, Texture and Shape Based Features, Proc. European Signal Processing Conference, 2007.
URL : https://hal.archives-ouvertes.fr/inria-00465505

. Kulikova, Extraction of Arbitrarily Shaped Objects Using Stochastic Multiple Birthand-Death Dynamics and Active Contours, Proc. IS&T/SPIE Electronic Imaging, 2010.

. Lacoste, Point processes for unsupervised line network extraction in remote sensing, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.27, issue.10, pp.1568-1579, 2005.
DOI : 10.1109/TPAMI.2005.206

]. C. Lacoste, Extraction de Réseaux Linéiques à partir d'Images Satellitaires et Aériennes par Processus Ponctuels Marqués, 2004.

. Leckie, Stand delineation and composition estimation using semi-automated individual tree crown analysis, Remote Sensing of Environment, vol.85, issue.3, pp.355-369, 2003.
DOI : 10.1016/S0034-4257(03)00013-0

. Leventon, . M. Grimson, F. O. Leventon, and W. E. Grimson, Statistical Shape Influence in Geodesic Active Contours, Proc. Computer Vision and Patter Recognition, 2000.

. Ortner, Building Outline Extraction from Digital Elevation Models Using Marked Point Processes, International Journal of Computer Vision, vol.24, issue.5, pp.107-132, 2007.
DOI : 10.1007/s11263-005-5033-7

]. S. Osher and R. Fedkiw, Level Set Methods and Dynamic Implicit Surfaces, 2003.

. Perrin, A marked point process model for tree crown extraction in plantations, IEEE International Conference on Image Processing 2005, 2005.
DOI : 10.1109/ICIP.2005.1529837

. Perrin, A Non-Bayesian Model for Tree Crown Extraction Using Marked Point Processes, Research Report, vol.5846, 2006.
URL : https://hal.archives-ouvertes.fr/inria-00070180

]. G. Perrin, Etude du Couvert Forestier par Processus Ponctuels Marqués, 2006.

]. C. Preston, Spatial birth and death processes, Advances in Applied Probability, vol.7, issue.03, pp.371-391, 1977.
DOI : 10.1016/0001-8708(70)90034-4

. Rathi, Tracking Deforming Objects Using Particle Filtering for Geometric Active Contours, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.29, issue.8, pp.1470-1475, 2007.
DOI : 10.1109/TPAMI.2007.1081

]. J. Sethian, Level Set Methods and Fast Marching Methods, 1999.

. Stoica, Road Extraction in Remotely Sensed Images Using a Stochastic Geometry framework, Proc. IEEE International Workshop Bayesian Inference and Maximum Entropy Methods, 2000.

]. G. Storvik, A Bayesian approach to dynamic contours through stochastic sampling and simulated annealing, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.16, issue.10, pp.976-986, 1994.
DOI : 10.1109/34.329011

]. D. Stroock, An Introduction to Markov Processes, 2005.
DOI : 10.1007/978-3-642-40523-5

. Tu, Image Segmentation by Data Driven Markov Chain Monte Carlo, In IEEE Trans. on Pattern Analysis and Machine Intelligence, pp.131-138, 2002.

]. M. Van-lieshout and . Van-lieshout, Stochastic annealing for nearest-neighbour point processes with application to object recognition, Advances in Applied Probability, vol.46, issue.02, pp.281-300, 1993.
DOI : 10.2307/1427681

]. V. Vapnik, The Nature of Statistical Learning Theory, 1995.

]. V. Vapnik, Statistical Learning Theory, 1998.

]. L. Younes, Computable Elastic Distances Between Shapes, SIAM Journal on Applied Mathematics, vol.58, issue.2, pp.565-586, 1998.
DOI : 10.1137/S0036139995287685