Exact inference in multi-label CRFs with higher order cliques

<p>This paper addresses the problem of exactly inferring the maximum a posteriori solutions of discrete multi-label MRFs or CRFs with higher order cliques. We present a framework to transform special classes of multi-label higher order functions to submodular second order Boolean functions (re...

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Bibliographic Details
Main Authors: Ramalingam, S, Kohli, P, Alahari, K, Torr, PHS
Format: Conference item
Language:English
Published: IEEE 2008