In this research, we suggest a methodology for getting joint angles by Kinect sensor for rehabilitation evaluation support. We measured the motion of the arm of a patient with hemiplegia before and after the rehabilitation, and showed the range of the motion by using genetic algorithm. The range after the rehabilitation was bigger than before the rehabilitation. Based on this result, our methodology is able to evaluate the change of the motion before and after the rehabilitation for patients with hemiplegia.