Research Article

A Combined Random Forests and Active Contour Model Approach for Fully Automatic Segmentation of the Left Atrium in Volumetric MRI

Figure 3

Overview of the proposed concatenated classification framework. A single CRF is trained for an individual sample image. The labeling of a new target is performed by the testing step on each individual CRF and the fusion of the obtained probability maps.