Exact and approximate inference in associative hierarchical networks using graph cuts

Markov Networks are widely used through out computer vision and machine learning. An important subclass are the Associative Markov Networks which are used in a wide variety of applications. For these networks a good approximate minimum cost solution can be found efficiently using graph cut based mov...

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Bibliographic Details
Main Authors: Russell, C, Ladický, L, Kohli, P, Torr, PHS
Format: Conference item
Language:English
Published: AUAI Press 2010