Diabetic retinopathy image analysis using radial inverse force histograms

Somchok Kimpan, Noppadol Maneerat, C. Kimpan
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引用次数: 3

Abstract

This research article discusses the process of increasing the efficiency of image retrieval based on details from the database of the retinal image of diabetic retinopathy patients. The image retrieval uses Radial Inverse Force Histograms which can improve the performance of the image retrieval process in using the details of the retinal image. The value of Radial Inverse Force Histograms can be used to retrieve the similar image. The experimental results indicated that using Radial Inverse Force Histograms can detect the diabetic eyes. Moreover, the image retrieval system is useful in diagnosis the retinal disorders for effectively screen or separate the diabetic retinopathy patients.
利用径向反力直方图分析糖尿病视网膜病变图像
本文研究了提高糖尿病视网膜病变患者视网膜图像数据库中基于细节的图像检索效率的过程。图像检索采用径向反力直方图,利用视网膜图像的细节,提高了图像检索过程的性能。径向反力直方图的值可以用来检索相似的图像。实验结果表明,利用径向反力直方图可以检测出糖尿病眼。此外,该图像检索系统可用于视网膜疾病的诊断,有效地筛查或分离糖尿病视网膜病变患者。
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