Tag: marked point process

Aug 26

A unified markov random field/marked point process image model and its application to computational materials

Both Markov Random Field (MRF) and Marked Point Process (MPP) models have their limitations in image analysis. While MRF is a pixel-based representation, it is useful for imposing local constraints, but global constraints are not easily modeled. On the contrary, it is convenient to model global constraints, such as geometric shape and object interactions, within the MPP  framework. However, …

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