Three-dimensional (3D) technologies have been developing rapidly recent years, and have influenced industrial, medical, cultural, and many other fields. In this paper, we introduce an automatic 3D human head scanning-printing system, which provides a complete pipeline to scan, reconstruct, select, and finally print out physical 3D human heads. To enhance the accuracy of our system, we developed a consumer-grade composite sensor (including a gyroscope, an accelerometer, a digital compass, and a Kinect v2 depth sensor) as our sensing device. This sensing device is then mounted on a robot, which automatically rotates around the human subject with approximate 1-meter radius, to capture the full-view information. The data streams are further processed and fused into a 3D model of the subject using a tablet located on the robot. In addition, an automatic selection method, based on our specific system configurations, is proposed to select the head portion. We evaluated the accuracy of the proposed system by comparing our generated 3D head models, from both standard human head model and real human subjects, with the ones reconstructed from FastSCAN and Cyberware commercial laser scanning systems through computing and visualizing Hausdorff distances. Computational cost is also provided to further assess our proposed system.
翻译:近些年来,三维(3D)技术一直在迅速发展,并且已经对工业、医疗、文化和许多其他领域产生了影响。在本文中,我们引入了自动的 3D 人头扫描打印系统,为扫描、重建、选择并最终打印物理 3D 人头提供一个完整的管道,用于扫描、重建、选择和最终打印物理 3D 人头。为了提高我们的系统的准确性,我们开发了一种消费级合成传感器(包括一个陀螺仪、一个加速仪、一个数字指南和一个Kinect V2深度传感器)作为我们的遥感设备。我们通过比较我们生成的3D 头模型和真实的人类主题,对从标准的人头模型和真实主题进行自动旋转,以获得全视信息。数据流被进一步处理,并用机器人上的平板将数据流装成一个3D 主题模型。此外,我们还提议根据我们特定的系统配置来选择头部分。我们通过比较我们生成的3D 头模型,从标准的人头模型和真实的人类主题,以及从快速的SCAN和网络激光激光扫描系统再重建的系统,通过计算和视光学成本系统来评估。