中文说明:外观和结构的视网膜图像中的血管在眼科疾病诊断中发挥重要的作用。本文提出了一种彩色视网膜图像中的血管分割方法。我们目前使用的二维 Gabor 小波增强血管模式的方法。我们定位、 分割使用自适应阈值的血管。这项技术被测试公开可用驱动器数据库的手动标记图像已设立旨在促进血管在视网膜图像的分割方法的比较研究。提出的方法实现接收机工作 0.963 驱动器数据库上的特性曲线下的面积。
English Description:
The appearance and structure of blood vessels in retinal images play an important role in diagnosis of eye diseases. This paper proposes a method for segmentation of blood vessels in color retinal images. We present a method that uses 2-D Gabor wavelet to enhance the vascular pattern. We locate and segment the blood vessels using adaptive thresholding. The technique is tested on publicly available DRIVE database of manually labeled images which has been established to facilitate comparative studies on segmentation of blood vessels in retinal images. The proposed method achieves an area under the receiver operating characteristic curve of 0.963 on DRIVE database.