A Method for Guide Wire Tracking in X-Ray Angiographic Images based on Open Active Contours

被引:0
作者
Wang, Cheng [1 ,2 ]
Wang, Wei [1 ,2 ]
机构
[1] Wuhan Univ Technol, Sch Informat Engn, Wuhan, Hubei, Peoples R China
[2] Wuhan Univ Technol, Key Lab Fiber Opt Sensing Technol & Informat Proc, Minist Educ, Wuhan, Hubei, Peoples R China
来源
PROCEEDINGS OF 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP 2016) | 2016年
关键词
X-Ray image; guide wire; tracking; open active contours;
D O I
暂无
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
In recent years, endovascular interventions have developed rapidly with expected to contribute to improve traditional vascular surgery in the aspects of recovery time and patient safety. Therefore, tracking an accurate position of the guide wire in the coronary artery has become an important area. This paper proposes a guide wire tracking algorithm based on OAC (Open Active Contours). The method focuses on improving the accuracy of guide wires tracking in a single frame and the speed of the extraction of the position of guide wire. In image processing procedures, we integrate a multiscale-filter for vessel's image enhancement, a method of OAC based on edge detection for initializing the vessel's image and an algorithm for deforming and control of curves. A standard analysis is used to evaluate this method in the last part of this paper. And the results show that the accuracy rate is 95.3% from the clinical images.
引用
收藏
页码:624 / 627
页数:4
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