It is, in general, difficult for an untrained person to control and interact with three-dimensional data on computers by using conventional approaches and user interfaces, such as a LCD screen and a mouse. We propose a system for intuitive and natural gesture interaction by integrating an auto-stereoscopic holographic display and a Leap Motion controller, which captures the hand motions. Some expected applications will be described.