S. N. Maheshwari

An Inference Algorithm for Multi-Label MRF-MAP Problems with Clique Size 100

In this paper, we propose an algorithm for optimal solutions to submodular higher-order multi-label MRF-MAP energy functions which can handle practical computer vision problems with up to 16 labels and cliques of size 100. The algorithm uses a transformation which transforms a multi-label problem to…