A generalized active shape model for segmentation of liver in low-contrast CT volumes

The proposed method alleviates segmentation problems of conventional ASM including inaccurate point correspondences, generalization ability of the model and sensitivity to initialization. The proposed method is also robust against leakage to nearby organs with similar intensities.