204 citations · 711 across the 47 of their papers we have counts for
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cs.CV2012★ 8 cited
Fast Planar Correlation Clustering for Image Segmentation
Julian Yarkony, Alexander T. Ihler, Charless C. Fowlkes
We describe a new optimization scheme for finding high-quality correlation clusterings in planar graphs that uses weighted perfect matching as a subroutine. Our method provides low…
cs.LG2012★ 5 cited
Tightening MRF Relaxations with Planar Subproblems
Julian Yarkony, Ragib Morshed, Alexander T. Ihler +1
We describe a new technique for computing lower-bounds on the minimum energy configuration of a planar Markov Random Field (MRF). Our method successively adds large numbers of cons…