Convexity Shape Prior for Binary Segmentation

Convexity is a known important cue in human vision. We propose shape convexity as a new high-order regularization constraint for binary image segmentation. In the context of discrete optimization, object convexity is represented as a sum of three-clique potentials penalizing any 1- 0- 1 configuratio...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 39(2017), 2 vom: 19. Feb., Seite 258-271
1. Verfasser: Gorelick, Lena (VerfasserIn)
Weitere Verfasser: Veksler, Olga, Boykov, Yuri, Nieuwenhuis, Claudia
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2017
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't