Semi-Automatic Tool for Dynamic Contour Tracking in Image-Guided Ultrasound Procedures

被引:0
|
作者
Correia, Guilherme [1 ]
Cortesao, Rui [2 ]
机构
[1] Univ Lisbon, Fac Ciencias, Inst Biofis & Engn Biomed, Lisbon, Portugal
[2] Univ Coimbra, Elect & Comp Engn Dept, Inst Syst & Robot, Coimbra, Portugal
关键词
Ultrasound imaging; Image-guided procedures; Visual servoing; Active contours; Image moments; MOMENTS;
D O I
10.1109/ICIT45562.2020.9067109
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Tracking tools for target structures in ultrasound imaging are a crucial point in the development of semi-autonomous image guided procedures. This paper presents an algorithm for semi-autonomous target-structure tracking, which uses a parametric active contour model with a Fourier descriptor formulation. The algorithm is tested in a soft real-time scenario, and its robustness is analysed w.r.t. probe translation and rotation, including also target structure deformations. In terms of temporal performance, the algorithm implemented in MATLAB has shown the ability to operate easily at 25 fps when coupled with an ultrasound probe, showing however capability to reach 40 fps when tested as a standalone algorithm.
引用
收藏
页码:686 / 691
页数:6
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