Discriminative dictionary learning for abdominal multi-organ segmentation

The framework of the multi-resolution segmentation process. The proposed DDLS approach is performed to generate probabilistic atlas for each organ, which propagates across resolutions. The segmentation mask at current resolution is limited to the voxels with uncertain segmentations at the previous resolution. The final segmentation is achieved by using the graph-cuts algorithm in the native space. 136