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A nonlocal graph-PDE and higher-order geometric integration for image labeling

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Multigrid modeling algorithms are a technique used to accelerate iterative method models running on a hierarchy of similar graphlike structures. We introduce and demonstrate a new method for training neural networks which uses multilevel methods. Using an objective function derived from a graph-dist...

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Main Authors: Sitenko, Dmitrij (Author) , Boll, Bastian (Author) , Schnörr, Christoph (Author)
Format: Article (Journal)
Language:English
Published: March 30, 2023
In: SIAM journal on imaging sciences
Year: 2023, Volume: 16, Issue: 1, Pages: 501-567
ISSN:1936-4954
DOI:10.1137/22M1496141
Online Access:Verlag, lizenzpflichtig, Volltext: https://doi.org/10.1137/22M1496141
Verlag, lizenzpflichtig, Volltext: https://epubs.siam.org/doi/10.1137/22M1496141
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Author Notes:Dmitrij Sitenko, Bastian Boll, and Christoph Schnörr
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A nonlocal graph-PDE and higher-order geometric integration for image labeling by Sitenko, Dmitrij (Author) , Boll, Bastian (Author) , Schnörr, Christoph (Author) ,


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