Camera and sensor augmented reality techniques are described. In one or more implementations, an optical basis is obtained that was generated from data obtained by a camera of a computing device and a sensor basis is obtained that was generated from data obtained from one or more sensors that are not a camera. The optical basis and the sensor basis describe a likely orientation or position of the camera and the one or more sensors, respectively, in a physical environment. The optical basis and the sensor basis are compared to verify the orientation or the position of the computing device in the physical environment.