Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation

Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation

We propose a unified approach for bottom-up hierarchical image segmentation and object proposal generation for recognition, called Multiscale Combinatorial Grouping (MCG). For this purpose, we first develop a fast normalized cuts algorithm. We then propose a high-performance hierarchical segmenter t...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 39(2017), 1 vom: 05. Jan., Seite 128-140
1. Verfasser: Pont-Tuset, Jordi (VerfasserIn)
Weitere Verfasser: Arbelaez, Pablo, T Barron, Jonathan, Marques, Ferran, Malik, Jitendra
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, U.S. Gov't, Non-P.H.S. Research Support, Non-U.S. Gov't