K-F环自动检测系统设计

苑玮琦; 常乐

doi:10.3788/OPE.20162401.0236

您当前的位置：

首页 >

文章列表页 >

K-F环自动检测系统设计

信息科学 | 更新时间：2020-08-13

- K-F环自动检测系统设计
- Design of automatic K-F ring measuring system
- 光学精密工程 2016年24卷第1期页码：236-244
- 作者机构：
  
  1. 沈阳工业大学视觉检测技术研究所,辽宁沈阳,110870
  2. 辽宁轨道交通职业学院,辽宁沈阳,110023
- 作者简介：
  
  [ "苑玮琦(1960-),教授,博士生导师,1982年于湖南大学获得学士学位,1988年、1997年于东北大学分别获得硕士、博士学位,主要研究方向为机器视觉检测和生物特征识别。E-mail:yuan60@126.com" ]
  [ "常乐(1985-),博士研究生,2007年、2010年于沈阳工业大学分别获得学士、硕士学位,主要研究方向为机器视觉检测和图像识别。E-mail:changle1105@163.com" ]
- 基金信息：
  
  家自然科学基金资助项目(No.61271365)()
- DOI：10.3788/OPE.20162401.0236
  中图分类号： R816.97;TP391.4
- 收稿日期：2015-08-18，
  
  修回日期：2015-10-20，
  
  纸质出版日期：2016-01-25
- 稿件说明：
移动端阅览
苑玮琦, 常乐,. K-F环自动检测系统设计[J]. 光学精密工程, 2016,24(1): 236-244

YUAN Wei-qi, CHANG Le,. Design of automatic K-F ring measuring system[J]. Editorial Office of Optics and Precision Engineering, 2016,24(1): 236-244
苑玮琦, 常乐,. K-F环自动检测系统设计[J]. 光学精密工程, 2016,24(1): 236-244 DOI： 10.3788/OPE.20162401.0236.

YUAN Wei-qi, CHANG Le,. Design of automatic K-F ring measuring system[J]. Editorial Office of Optics and Precision Engineering, 2016,24(1): 236-244 DOI： 10.3788/OPE.20162401.0236.

摘要

考虑Kayser-Fleischer( K-F)环自动检测系统可以用于威尔逊氏病(wilson's disease

WD)的辅助诊断

本文针对现有的威尔逊氏病检测方法均没有考虑光照及角膜老年环的影响

通过分析彩色图像中Kayser-Fleischer (K-F)环的分布特征

设计了K-F环自动检测系统。该系统通过对图像进行预处理获得目标检测候选区域

通过梯度响应最优算法精确检测K-F环的边界信息。为了降低光照对算法有效性影响

建立了光照检测模型来提高检测系统的鲁棒性。最后

定义宽度特征算子排除正常图像的影响

定义颜色特征算子排除角膜老年环的影响。实验分析显示

在采集的2 234幅图像中

本文提出的K-F环自动检测系统的识别率能够达到98.4%

而且系统不受角膜老年环的影响。

Abstract

Automatic Kayser-Fleischer(K-F) ring measuring systems are able to help the diagnosis of the Wilson's disease. As traditional diagnosis methods for the Wilson's disease ignore the influence of illumination and the corneal arcus on the detection precision

this paper designs an automatic K-F ring measuring system according to the (K-F) ring distribution in a color image. With the system

the Region of Interest(ROI) of an iris image was extracted by pretreatment. Then

the boundary of K-F ring was detected by the integral optimization of gradient algorithm and boundary tracking algorithm. To reduce the influence of the illumination on the validity of the algorithm

an illumination detection model was established to improve the robustness of the measuring system. Finally

the width features and color features were defined to remove the effects by normal images and corneal arcus. 2 234 iris images collected from our database were analyzed and the analyzed results indicate that the classification accuracy of the proposed K-F ring measuring system reaches 98.4%. It still has good performance if the patient has the corneal arcus.

关键词

Keywords

references

李凤鸣. 眼科全书[M]. 人民卫生出版社,2007:3417. LI F M. Department of Ophthalmology [M]. People's Medical Publishing House,2007:3417. (in Chinese)

GUSTAVO G,FRAUENS B J.Corneal copper deposition secondary to oral contraceptives [J]. Optometry and Vision Science,2008,9(85):802-807.

LIM MM,MD,ELISABETH J C,et al.. Kayser-Fleischer ring as the presenting sign of Wilson disease [J].American Journal of Ophthalmology,2002,133(6):832-836.

SRINIVAS K,SINHA S,TALY A B, et al.. Dominant psychiatric manifestations in Wilson's disease: A diagnostic and therapeutic challenge [J].Journal of The Neurological Sciences,2008,26(1-2):104-108,200.

BENHAMLA T, TIROUCHE Y D,ABAOUB-GERMAIN A, et al.. The onset of psychiatric disorders and Wilson's disease [J]. Encephale Revue de Psychia Trie Clinique Biologique et therapeutigue,2007,33(6):924-932.

CHAKOR R T,SANTHOSH N S. Severe neuropsychiatric presentation of Wilson's disease [J].Indian J.Psychiatry,2011, 53(2):170-171.

ANG M, WONG WL, PARK J, et al.. Corneal arcus is a sign of cardiovascular disease, even in low-risk persons [J]. American Journal of Ophthalmology, nov,2011,152(5):864-871.

ELLER A W, GOROVOY I R, MAYERCIK V A, et al.. Yellow corneal ring associated with vitamin supplementation for age-related macular degeneration [J]. Ophthalmology, may,2012,119(5),1011-1016.

张林. 老年环与脑动脉硬化[J]. 医药与保健,2005,13(5):37. ZHANG L.The corneal arcus and cerebral arteriosclerosis [J]. Medicine and health care,2005,13(5):37. (in Chinese)

ROSARIO M, de C PUA, FABBIANO L,et al..Image-based detection of kayser-fleischer ring in patient with wilson disease [J].2013 IEEE International Symposium on Medical Measurements and Applications Proceedings,2013:101-106.

MORELLOR, de CAPUAC, FABBIANO L,et al.. Ocular biometric measurements to diagnose neurological disorders due to wilson disease [J].IEEE Sensors Journal,2013,13(9):3203-3210.

de CAPUA C, FABBIANO L, LIPARI G,et al.. A web service-based mobile application for detecting Kayser-Fleischer ring in eye corneal [J].Instrumentation Science and Technology,2014,42(1):95-108.

WEI Q Y,CHANG L,et al..Venous congestion detection method based on HSI color space [C].China Conference on Biometric Recognition, 2013,88-89.

吴建华, 邹德旋, 李静辉. 基于小范围搜索的虹膜定位方法[J]. 仪器仪表学报,2008,29(8):1704-1706. WU J H,ZOU D X,LI J H.Iris location algorithm based on small-scale searching [J]. Chinese Journal of Scientific Instrument,2008,29(8):1704-1706. (in Chinese)

胡正平,王成儒,于莉娜. 基于改进随机Hough变换的虹膜定位算法[J]. 仪器仪表学报,2003,24(5):477-479. HU ZH P,WANG CH R,YU L N.Iris location using improved randomized Hough transform [J]. Chinese Journal of Scientific Instrument,2003,24(5):477-479. (in Chinese)

苑玮琦,林忠华,徐露. 一种基于人眼结构特征的新颖虹膜定位算法[J]. 光电工程,2007,34( 1) :112-116. YUAN W Q,LIN ZH H,XU L. Novel iris location algorithm based on the structure of human eyes [J].Opto-Electronic Engineering,2007,34(1): 112-116.(in Chinese)

朗方年,周激流,闫斌,等. 四元数与彩色图像边缘检测[J]. 计算机科学,2007,34(11):212-216. LANG F N,ZHOU J L, YAN B, et al..Quaternion and color image edge detection [J].Computer Science,2007,34(11):212-216. (in Chinese)

邢燕. 四元数及其在图形图像处理中的应用研究[D]. 合肥:合肥工业大学,2009. XING Y. Research on Quaternion and Its Applications in Graphics and Image Processing [D].Hefei:Hefei University of Technology,2009. (in Chinese)

浏览量

371

下载量

CSCD

文章被引用时，请邮件提醒。

提交

工具集

关联资源

基于双目结构光周视扫描的3D件三维重构与位姿估计研究

重叠分数与匹配矩阵驱动的部分重叠点云配准网络设计

基于Snell窗及偏振模式的水下载体航姿测量

改进多尺度结构化融合的红外与可见光图像融合

非成对训练样本条件下的红外图像生成