Recently new sensors that measure dense depth are being commercialized on numerous consumer platforms including laptops, smart phones, game consoles and car interiors. There are many applications from gesture recognition to world modeling. In this project the focus is on the world modeling application. The goal is to acquire depth and color images from a moving RGB-Depth camera and combine these measurements to produce full three dimensional models of objects or of the local scene.