Riemannian structure and flows for smooth geometric image labeling

The image labeling problem can be described as assigning to each pixel a single element from a finite set of predefined labels. Recently, a smooth geometric approach for inferring such label assignments was proposed by following the Riemannian gradient flow of a given objective function on the so‐ca...

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Hauptverfasser: Savarino, Fabrizio (VerfasserIn) , Schnörr, Christoph (VerfasserIn)
Dokumenttyp: Article (Journal)
Sprache:Englisch
Veröffentlicht: 18 November 2019
In: Proceedings in applied mathematics and mechanics
Year: 2019, Jahrgang: 19, Heft: 1
ISSN:1617-7061
DOI:10.1002/pamm.201900218
Online-Zugang:Verlag, lizenzpflichtig, Volltext: https://doi.org/10.1002/pamm.201900218
Verlag, lizenzpflichtig, Volltext: https://onlinelibrary.wiley.com/doi/10.1002/pamm.201900218
Volltext
Verfasserangaben:Fabrizio Savarino and Christoph Schnörr
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Zusammenfassung:The image labeling problem can be described as assigning to each pixel a single element from a finite set of predefined labels. Recently, a smooth geometric approach for inferring such label assignments was proposed by following the Riemannian gradient flow of a given objective function on the so‐called assignment manifold.
Beschreibung:Gesehen am 20.01.2021
Beschreibung:Online Resource
ISSN:1617-7061
DOI:10.1002/pamm.201900218