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cs.CV2017
An ILP Solver for Multi-label MRFs with Connectivity Constraints
Ruobing Shen, Eric Kendinibilir, Ismail Ben Ayed +3
Integer Linear Programming (ILP) formulations of Markov random fields (MRFs) models with global connectivity priors were investigated previously in computer vision, e.g., \cite{glo…
cs.CV2017
A First Derivative Potts Model for Segmentation and Denoising Using ILP
Ruobing Shen, Gerhard Reinelt, Stéphane Canu
Unsupervised image segmentation and denoising are two fundamental tasks in image processing. Usually, graph based models such as multicut are used for segmentation and variational…