Research Article

Robust Initialization of Active Shape Models for Lung Segmentation in CT Scans: A Feature-Based Atlas Approach

Figure 1

Generation of the feature-based atlas , comprising the average lung shape and representative lung features in the atlas space . Note that the features are derived from training CT images and encode both appearance and geometric properties [11]. For sake of clarity, the above process is shown only for the right lung.