Forming A Random Field via Stochastic Cliques: From Random Graphs to Fully Connected Random Fields

30 Jun 2015Mohammad Javad ShafieeAlexander WongPaul Fieguth

Random fields have remained a topic of great interest over past decades for the purpose of structured inference, especially for problems such as image segmentation. The local nodal interactions commonly used in such models often suffer the short-boundary bias problem, which are tackled primarily through the incorporation of long-range nodal interactions... (read more)

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