J. P. Simmons, B. Bartha, M. D. Graef, and M. Comer, Development of bayesian segmentation techniques for automated segmentation of titanium alloy images, Microscopy and Microanalysis, vol.14, pp.602-603, 2008.

J. P. Simmons, P. Chuang, M. Comer, J. E. Spowart, M. D. Uchic et al., Application and further development of advanced image processing algorithms for automated analysis of serial section image data, Modelling and Simulation in Materials Science and Engineering, vol.17, issue.2, p.25002, 2009.

H. Zhao, M. L. Comer, and M. De-graef, A unified markov random field/marked point process image model and its application to computational materials, pp.6101-6105, 2014.
DOI : 10.1109/icip.2014.7026231

J. Wang, B. Sharma, M. D. Sangid, F. X. Costa, C. L. Jin et al., Fiber orientation in injection molded long carbon fiber thermoplastic composites, Proceedings of the Technical Conference & Exhibition, 2015.

R. F. Agyei, B. Sharma, and M. D. Sangid, Investigating sub-surface microstructure in fiber reinforced polymer composites via x-ray tomography characterization, 57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, 2016.

A. J. Baddeley and M. N. Van-lieshout, Stochastic geometry models in high-level vision, Journal of Applied Statistics, vol.20, pp.231-256, 1993.
DOI : 10.1080/02664769300000065

URL : https://ir.cwi.nl/pub/10408/10408D.pdf

X. Descombes and J. Zerubia, Marked point process in image analysis, IEEE Signal Processing Magazine, vol.19, pp.77-84, 2002.
DOI : 10.1109/msp.2002.1028354

J. Illian, A. Penttinen, H. Stoyan, and D. Stoyan, Statistical Analysis and Modelling of Spatial Point Patterns, 2008.
DOI : 10.1002/9780470725160

C. J. Geyer and J. Møller, Simulation and likehood inference for spatial point processes, Scandinavian Journal of Statistics, vol.21, issue.4, pp.359-373, 1994.

F. Lafarge, G. , and X. Descombes, Geometric feature extraction by a multimarked point process, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.32, pp.1597-1609, 2010.
DOI : 10.1109/tpami.2009.152

URL : https://hal.archives-ouvertes.fr/inria-00503140

J. D. Wegner, J. Montoya, and K. Schindler, Road networks as collections of minimum cost paths, ISPRS Journal of Photogrammetry and Remote Sensing, vol.108, pp.128-137, 2015.

S. G. Jeong, Y. Tarabalka, N. Nisse, and J. Zerubia, Progressive Tree-like Curvilinear Structure Reconstruction with Structured Ranking Learning and Graph Algorithm, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01414864

A. Schmidt, F. Lafarge, C. Brenner, F. Rottensteiner, and C. Heipke, Forest point processes for the automatic extraction of networks in raster data, ISPRS Journal of Photogrammetry and Remote Sensing, vol.126, pp.38-55, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01469514

G. Moser and J. Zerubia, Mathematical Models for Remote Sensing Image Processing, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01419170

C. Lacoste, X. Descombes, and J. Zerubia, Point processes for unsupervised line network extraction in remote sensing, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.27, pp.1568-1579, 2005.

X. Descombes, R. Minlos, and E. Zhizhina, Object extraction using a stochastic birth-and-death dynamics in continuum, Journal of Mathematical Imaging and Vision, vol.33, pp.347-359, 2009.
URL : https://hal.archives-ouvertes.fr/inria-00133726

P. J. Green, Reversible jump markov chain monte carlo computation and bayesian model determination, Biometrika, vol.82, pp.711-732, 1995.

X. Descombes, Multiple objects detection in biological images using a marked point process framework, Methods, vol.115, pp.2-8, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01383165

V. Mnih, Machine Learning for Aerial Image Labeling, 2013.