各种OCT图像去噪滤波器和分割方法的性能评价

Abir Chaari, Khouloud Kammoun, I.F. Kallel, M. Frikha, S. Kammoun, J. Feki
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引用次数: 0

摘要

视觉活动有助于感知、识别和定位不同的生活场景。任何视力障碍在日常生活中都是非常麻烦的,在某些情况下可能导致像圆锥角膜这样的危险。OCT是诊断本病的较好方法。它是一个强大的辅助工具,眼科医生在早期决策,以更好地管理病人。本文采用了Lee、kuan、Frost滤波器、硬阈值法、软阈值法和各向异性扩散法等滤波方法。这些滤波器具有边缘保持和去噪的综合性能。在此基础上,提出了一种圆锥角膜检测的自动分割方法
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Performance Evaluation of Various Denoising Filters and segmentation methods for OCT images
The visual activity contributes to the perception, identification and localization of the different scenes of life. Any visual impairment can be very bothersome in the daily life and can lead in some cases to a danger like keratoconus.OCT presents a better way of diagnosing of this disease. It is a powerful aid tool for ophthalmic physicians in early decisionmaking for better patient management.In this paper, we used many filters such as Lee, kuan, Frost filters, the Hard thresholding, Soft thresholding and Anisotropic diffusion methods. These filters have the combined property of edge preservation and noise removal.then we present an automatic method of segmentation for the detection of keratoconus
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