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首页> 外文期刊>International Journal of Advanced Networking and Applications >Glaucoma Detection in Retinal Images Using Image Processing Techniques: A Survey
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Glaucoma Detection in Retinal Images Using Image Processing Techniques: A Survey

机译:使用图像处理技术检测视网膜图像中的青光眼:一项调查

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Glaucoma is a disease associated with human eyes and second conducting movementofblindness across the globe if eyes are not treated at preliminary stage. Glaucoma normally occurs with increased intra-ocular pressure (IOP) in eyes and gradually damagesthe vision field of eyes. The term ocular-hypertension is related to those people in whom IOP increases consistently and does not damage the optic nerve. Glaucoma has different types such as open-angle, close-angle, congenital, normal tension and etcetera. Normal tension glaucoma affects vision field and damages optic nerve as well. The term angle means the distance between iris and cornea; if this distance is large it is referred to as open-angle glaucoma and similarly if the distance between iris and cornea is short than this is called close-angle glaucoma. Open-angle glaucoma is common as compared to close-angle glaucoma. Close-angle glaucoma is very painful and affects vision field of eyes quickly as compared to open-angle glaucoma. In this paper, the state of the art CAD systems and image processing methods are studied and compared systematically in terms of their classification accuracy, methodology approach, sensitivity and specificity. The comparison results indicate that the accuracy of these CAD systems and image processing methods is not up to the mark.
机译:青光眼是一种与人眼有关的疾病,如果在初期阶段不对眼睛进行治疗,则会在全球范围内造成第二次失明。青光眼通常在眼睛中眼内压(IOP)升高时发生,并逐渐损害眼睛的视野。眼压高与IOP持续增加且不损害视神经的人群有关。青光眼有不同类型,例如开角,近角,先天性,正常张力等。正常张力性青光眼会影响视野并损害视神经。术语“角度”是指虹膜和角膜之间的距离。如果该距离大,则称为开角型青光眼;如果虹膜和角膜之间的距离短,则称为开角型青光眼。与近角型青光眼相比,开角型青光眼是常见的。与开角型青光眼相比,闭角型青光眼非常痛苦,并且会迅速影响眼睛的视野。本文对最先进的CAD系统和图像处理方法进行了研究,并对它们的分类准确性,方法论方法,灵敏度和特异性进行了系统比较。比较结果表明,这些CAD系统和图像处理方法的准确性达不到标准。

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