Title :
Two Markov point processes for simulating line networks
Author :
Descombes, Xavier ; Stoica, R. ; Zerubia, Josiane
Author_Institution :
CNRS, INRIA, Sophia Antipolis, France
Abstract :
We investigate two Markov object processes to model line networks. The first one is based on region interactions whereas the interactions of the second one are defined w.r.t. the segment intersection points. We use a Metropolis-Hastings-Green scheme to simulate both models.
Keywords :
Markov processes; image segmentation; Markov object processes; Markov point processes; Metropolis-Hastings-Green scheme; line networks simulation; region interactions; segment intersection points; Algebra; Electronic mail; Image processing; Image restoration; Image segmentation; Markov random fields; Monte Carlo methods; Probability distribution; Solid modeling; State-space methods;
Conference_Titel :
Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-5467-2
DOI :
10.1109/ICIP.1999.822850
