most citedClosed-Form Training of Conditional Random Fields for Large Scale Image Segmentation

10 citations · 10 across the 1 of their papers we have counts for

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1 paper

cs.LG2014★ 10 cited

Closed-Form Training of Conditional Random Fields for Large Scale Image Segmentation

Alexander Kolesnikov, Matthieu Guillaumin, Vittorio Ferrari +1

We present LS-CRF, a new method for very efficient large-scale training of Conditional Random Fields (CRFs). It is inspired by existing closed-form expressions for the maximum like…