MPP with arbitrarily-shaped objects using marked point processes

• MPP with simple-shaped objects

• (small single-object dimension)

• references:

• G. Perrin, X. Descombes, and J. Zerubia.

• “A Marked Point Process Model for Tree Crown Extraction in Plantations.”, ICIP, 2005.

• S. Descamps, X. Descombes, A. Béchet, and J. Zerubia. “Détection de flamants roses par processus ponctuels marqués pour l’estimation de la taille des populations”. Traitement du Signal, 2009.

• X. Descombes, R. Minlos, and E. Zhizhina. “Object Extraction Using a Stochastic Birth-and-Death Dynamics in Continuum”. Journal of Mathematical Imaging and Vision, 2009.

• Global idea:

• To analyze the images

• using various geometric information,

• i.e. shapes represented in it