Graph cuts with interacting edge weights: examples, approximations, and algorithms

We study an extension of the classical graph cut problem, wherein we replace the modular (sum of edge weights) cost function by a submodular set function defined over graph edges. Special cases of this problem have appeared in different applications in signal processing, machine learning, and comput...

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Bibliographic Details
Main Authors: Bilmes, Jeff A., Jegelka, Stefanie Sabrina
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:English
Published: Springer Berlin Heidelberg 2017
Online Access:http://hdl.handle.net/1721.1/107121
https://orcid.org/0000-0002-6121-9474

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