Marching Cube Based Marker-Controlled Watershed Segmentation for CryoEM Density Map
Cryo-electron microscopy (CryoEM) is a very important method for studying the structures of macromolecules. Segmentation is one of the key problems in CryoEM technique. We propose a new 3D watershed, where marching cube is employed as a marker method to control the segmentation. It can transform the...
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Format: | Tagungsbericht |
Sprache: | eng |
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Zusammenfassung: | Cryo-electron microscopy (CryoEM) is a very important method for studying the structures of macromolecules. Segmentation is one of the key problems in CryoEM technique. We propose a new 3D watershed, where marching cube is employed as a marker method to control the segmentation. It can transform the domain knowledge into watershed by an interactive interface with isosurface, by which we avoid over-segmentation and obtain the correct segmentation results. Lastly we illustrate the efficiency of the algorithm by testing it on two typical CryoEM density maps. |
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DOI: | 10.1109/DCABES.2012.98 |