A multi-layer `gas of circles' Markov random field model for the extraction of overlapping near-circular objects
(2011)
Conference Proceeding
Nemeth, J., Kato, Z., & Jermyn, I. (2011). A multi-layer `gas of circles' Markov random field model for the extraction of overlapping near-circular objects. In J. Blanc-Talon, R. Kleihorst, W. Philips, D. Popescu, & P. Scheunders (Eds.), Advanced Concepts for Intelligent Vision Systems: 13th International Conference, ACIVS 2011, Ghent, Belgium, August 22-25, 2011, proceedings (171-182). https://doi.org/10.1007/978-3-642-23687-7_16
We propose a multi-layer binary Markov random field (MRF) model that assigns high probability to object configurations in the image domain consisting of an unknown number of possibly touching or overlapping near-circular objects of approximately a gi... Read More about A multi-layer `gas of circles' Markov random field model for the extraction of overlapping near-circular objects.