Estimation Method of Clothes Size for Virtual Fitting Room with Kinect Sensor

We present a estimation method of the dress size for a virtual fitting room(VFR). The VFR is system which user try clothes on, in virtual space constructed computer graphics The conventional VFR displayed 2D model of a clothes as user´s body. The aim of research is to develop new VRF with Kinect sensors such that 3D model of a cloth track user´s body on a real time. In order to show a suitable clothes, the suitable size of user should be estimated from camera images. The proposed VFR system is used several Kinect sensors to realize high accuracy of estimation and tacking. This paper gives a estimation method of dress size using Kinect sensor. The proposed method is verified by comparison of single Kinect sensor case with two Kinect sensors. As a result, the estimation accuracy of two Kinect sensors case is higher than single case.