Reconstructing Curvilinear Networks Using Path Classifiers and Integer Programming

We propose a novel approach to automated delineation of curvilinear structures that form complex and potentially loopy networks. By representing the image data as a graph of potential paths, we first show how to weight these paths using discriminatively-trained classifiers that are both robust and g...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 38(2016), 12 vom: 29. Dez., Seite 2515-2530
1. Verfasser: Turetken, Engin (VerfasserIn)
Weitere Verfasser: Benmansour, Fethallah, Andres, Bjoern, Glowacki, Przemyslaw, Pfister, Hanspeter, Fua, Pascal
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2016
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article