Obtaining location and structure of important organs from 3D Computed Tomography (CT) and Magnetic Resonance (MR) images is crucial in clinical practice, especially when diagnosis and treatment of many diseases from 3D images is becoming common nowadays. At the same time, accurate segmentation not only helps to provide quantitative measurement and assessment of regions of interest (ROI), but also facilitates accurate diagnosis, prognosis, surgery planning and treatment.