论文标题

开发自动3D人头扫描印刷系统

Development of an automatic 3D human head scanning-printing system

论文作者

Zhang, Longyu, Han, Bote, Dong, Haiwei, Saddik, Abdulmotaleb El

论文摘要

近年来,三维(3D)技术一直在迅速发展,并影响了工业,医学,文化和许多其他领域。在本文中,我们介绍了一个自动3D人头扫描印刷系统,该系统提供了完整的管道来扫描,重建,选择并最终打印出物理3D人头。为了提高系统的准确性,我们开发了一种消费级复合传感器(包括陀螺仪,加速度计,数字指南针和Kinect V2深度传感器)作为我们的传感设备。然后将此传感设备安装在机器人上,该机器人以大约1米半径自动围绕人类受试者旋转,以捕获全视图信息。使用位于机器人上的平板电脑进一步处理数据流并将其融合到受试者的3D模型中。此外,提出了一种基于我们特定系统配置的自动选择方法来选择头部部分。我们通过比较了来自标准人头模型和真实人类受试者的生成的3D头模型,评估了提出系统的准确性,并通过FastScan和Cyber​​ware商业激光扫描系统通过计算和可视化Hausdorff距离进行了重建。还提供了计算成本以进一步评估我们提出的系统。

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.

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