• 综合
  • 标题
  • 关键词
  • 摘要
  • 学者
  • 期刊-刊名
  • 期刊-ISSN
  • 会议名称
搜索

作者:

Chen, Junhua (Chen, Junhua.) | Qi, Xingming (Qi, Xingming.) | Wang, Wenxin (Wang, Wenxin.) | Li, Bao (Li, Bao.) | Liu, Youjun (Liu, Youjun.) (学者:刘有军)

收录:

EI Scopus SCIE

摘要:

Phacoemulsification is an important surgical treatment for cataracts. The location of the surgical incision affects the surgically induced astigmatism, and the typical surgical incision for phacoemulsification is located on the steepest meridian direction of the limbus. The real-time location of the surgical incision during the cataract phacoemulsification can reduce doctors' workloads and the potential for human error. A real-time surgical incision location algorithm in microscopic images is proposed in this paper. It is a two-part algorithm that consists of an iris external boundary detection algorithm and a rotation angle calculation algorithm. The steps in the iris external boundary detection algorithm include image space conversion, image segmentation, filtering, and least square based circle detection. The eye rotation angle calculation algorithm utilizes the SURF algorithm. Experiments on six phacoemulsification videos show that the algorithm can locate surgical incisions in microscopic videos accurately and quickly. The distance error of the iris external boundary algorithm is 2.45 +/- 0.136, and the area error is 2.69 +/- 0.184. The average running time of this algorithm for one image is 65.1 +/- 4.80 ms; a demonstration video, the S1 Video, is available. The algorithm proposed in this paper can determine the surgical incision location in cataract phacoemulsification in real-time based on a personal computer and can provide assistance for ophthalmology surgeons.

关键词:

Computer-aided location Surgical incision Cataract phacoemulsification Real-time

作者机构:

  • [ 1 ] [Chen, Junhua]Beijing Univ Technol, Coll Life Sci & Bioengn, Beijing, Peoples R China
  • [ 2 ] [Qi, Xingming]Beijing Univ Technol, Coll Life Sci & Bioengn, Beijing, Peoples R China
  • [ 3 ] [Wang, Wenxin]Beijing Univ Technol, Coll Life Sci & Bioengn, Beijing, Peoples R China
  • [ 4 ] [Li, Bao]Beijing Univ Technol, Coll Life Sci & Bioengn, Beijing, Peoples R China
  • [ 5 ] [Liu, Youjun]Beijing Univ Technol, Coll Life Sci & Bioengn, Beijing, Peoples R China
  • [ 6 ] [Wang, Wenxin]Neusoft Beijing R&D Ctr, Bldg 22,Zhongguancun Software Pk 10, Beijing, Peoples R China

通讯作者信息:

  • 刘有军

    [Liu, Youjun]Beijing Univ Technol, Coll Life Sci & Bioengn, Beijing, Peoples R China

电子邮件地址:

查看成果更多字段

相关关键词:

相关文章:

来源 :

MULTIMEDIA TOOLS AND APPLICATIONS

ISSN: 1380-7501

年份: 2020

期: 41-42

卷: 79

页码: 30311-30327

3 . 6 0 0

JCR@2022

ESI学科: COMPUTER SCIENCE;

ESI高被引阀值:132

被引次数:

WoS核心集被引频次: 1

SCOPUS被引频次: 1

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 0

在线人数/总访问数:1045/3895895
地址:北京工业大学图书馆(北京市朝阳区平乐园100号 邮编:100124) 联系我们:010-67392185
版权所有:北京工业大学图书馆 站点建设与维护:北京爱琴海乐之技术有限公司