This poster introduces the Timed-Up-and-Go (TUG) test, monitored fully automatically using a 3D time of flight camera. The classical TUG test is predictive for fall risk among elderly. We believe that our approach can have a higher predictive value because the automated monitoring provides detailed information of all sub-phases of the test.