X. Descombes, Stochastic geometry for image analysis, 2013.
DOI : 10.1002/9781118601235
URL : https://hal.archives-ouvertes.fr/hal-00793677

G. Celeux, D. Chauveau, and J. Diebolt, Stochastic versions of the em algorithm: an experimental study in the mixture case, Journal of Statistical Computation and Simulation, vol.67, issue.4, pp.287-314, 1996.
DOI : 10.1214/aos/1176346060
URL : https://hal.archives-ouvertes.fr/hal-00693519

B. Delyon, M. Lavielle, and E. Moulines, Convergence of a stochastic approximation version of the EM algorithm, The Annals of Statistics, vol.27, issue.1, pp.94-128, 1999.

D. Stoyan, W. S. Kendall, and J. Mecke, Stochastic Geometry and Its Applications., Wiley Series in Probability and Mathematical Statistics: Applied Probability and Statistics, 1987.
DOI : 10.2307/2531521

P. Craciun and J. Zerubia, Unsupervised marked point process model for boat extraction in harbors from high resolution optical remotely sensed images, 2013 IEEE International Conference on Image Processing, 2013.
DOI : 10.1109/ICIP.2013.6738849
URL : https://hal.archives-ouvertes.fr/hal-00867585

G. Perrin, X. Descombes, and J. Zerubia, Tree crown extraction using marked point processes Statistical analysis of non-lattice data, Proc. European Signal Processing Conference (EUSIPCO), pp.179-195, 1975.

G. C. Wei and M. A. Tanner, A Monte Carlo Implementation of the EM Algorithm and the Poor Man's Data Augmentation Algorithms, Journal of the American Statistical Association, vol.51, issue.411, pp.699-704, 1990.
DOI : 10.1214/aos/1176346060

S. B. Hadj, F. Chatelain, X. Descombes, and J. Zerubia, Estimation des paramètres de modèles de processus ponctuels marqués pour l'extraction d'objets en imagerie spatiale et aérienne haute résolution, 2010.

H. Robbins and S. Monro, A Stochastic Approximation Method, The Annals of Mathematical Statistics, vol.22, issue.3, pp.400-407, 1951.
DOI : 10.1214/aoms/1177729586

W. Jank, Implementing and Diagnosing the Stochastic Approximation EM Algorithm, Journal of Computational and Graphical Statistics, vol.15, issue.4, pp.803-829, 2006.
DOI : 10.1198/106186006X157469