Since most current scene understanding approaches operate either on the 2D image or using a surface-based representation, they do not allow reasoning about the physical constraints within the 3D scene. Inspired by the “Blocks World” work in the

This study presents a geometric model for segmentation of ultrasound images. A partial differential equation based flow is designed in order to achieve a maximum likelihood segmentation of the target in the scene. The flow is derived as the s