RGBD360 is a project to acquire sequences of spherical RGB-D images, to be used for 3D reconstruction, localization and robot navigation.
This video shows some experimental evaluation of localization and mapping techniques from RGB-D data, both with an autonomous vehicle and a mobile robot.