Robotic Arm Based Automatic Ultrasound Scanning for Three-Dimensional Imaging

被引:142
|
作者
Huang, Qinghua [1 ,2 ]
Lan, Jiulong [3 ]
Li, Xuelong [4 ]
机构
[1] Northwestern Polytech Univ, Sch Mech Engn, Xian 710072, Shaanxi, Peoples R China
[2] Northwestern Polytech Univ, Ctr Opt IMagery Anal & Learning OPTIMAL, Xian 710072, Peoples R China
[3] South China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510006, Guangdong, Peoples R China
[4] Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Automatic scanning; robotic 3-D ultrasound; robotic arm; scan path planning; RECONSTRUCTION ALGORITHMS; SYSTEM; TRACKING;
D O I
10.1109/TII.2018.2871864
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a human skin inspired automatic robotic ultrasound (US) system for three-dimensional (3-D) imaging. A depth camera was adopted to capture the point cloud of the skin surface. According to the 3-D contour of the skin surface, the scan range and scan path for the US probe could be automatically determined. Then, we used a normal-vector-based method to determine the pose of the robotic arm corresponding to each scan point in the scan path. In addition, two force sensors could feedback the contact force between the scanned tissue and the emission plane of the probe for fine-tuning the pose of the robotic arm. After the scanning, the system could realize 3-D US reconstruction. Experimental results validate the feasibility of the proposed system. It is expected that the proposed system will be useful in clinical practices.
引用
收藏
页码:1173 / 1182
页数:10
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