140 citations · 526 across the 24 of their papers we have counts for
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cs.CV2014★ 60 cited
Large-scale Binary Quadratic Optimization Using Semidefinite Relaxation and Applications
Peng Wang, Chunhua Shen, Anton van den Hengel +1
In computer vision, many problems such as image segmentation, pixel labelling, and scene parsing can be formulated as binary quadratic programs (BQPs). For submodular problems, cut…
cs.CV2014
Efficient Semidefinite Branch-and-Cut for MAP-MRF Inference
Peng Wang, Chunhua Shen, Anton van den Hengel +1
We propose a Branch-and-Cut (B&C) method for solving general MAP-MRF inference problems. The core of our method is a very efficient bounding procedure, which combines scalable semi…