Image-based 3D models reconstruction is an important branch of the research area in computer vision, artificial intelligence and virtual reality. An integrated 3D model reconstruction system usually consists of image capture, camera calibration, stereo rectify, feature extraction, stereo matching, depth information computation, mesh reconstruction and texture mapping [1,2]. In our paper, we propose a complete system that covers the steps from image capture to final visual surface reconstruction for objects.