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Titlebook: Digital Image Processing for Ophthalmology; Detection and Modeli Faraz Oloumi,Rangaraj M. Rangayyan,Anna L. Ells Book 2014 Springer Nature

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發(fā)表于 2025-3-21 17:31:52 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Digital Image Processing for Ophthalmology
副標題Detection and Modeli
編輯Faraz Oloumi,Rangaraj M. Rangayyan,Anna L. Ells
視頻videohttp://file.papertrans.cn/280/279445/279445.mp4
叢書名稱Synthesis Lectures on Biomedical Engineering
圖書封面Titlebook: Digital Image Processing for Ophthalmology; Detection and Modeli Faraz Oloumi,Rangaraj M. Rangayyan,Anna L. Ells Book 2014 Springer Nature
描述The monitoring of the effects of retinopathy on the visual system can be assisted by analyzing the vascular architecture of the retina. This book presents methods based on Gabor filters to detect blood vessels in fundus images of the retina. Forty images of the retina from the Digital Retinal Images for Vessel Extraction (DRIVE) database were used to evaluate the performance of the methods. The results demonstrate high efficiency in the detection of blood vessels with an area under the receiver operating characteristic curve of 0.96. Monitoring the openness of the major temporal arcade (MTA) could facilitate improved diagnosis and optimized treatment of retinopathy. This book presents methods for the detection and modeling of the MTA, including the generalized Hough transform to detect parabolic forms. Results obtained with 40 images of the DRIVE database, compared with hand-drawn traces of the MTA, indicate a mean distance to the closest point of about 0.24mm. This book illustrates applications of the methods mentioned above for the analysis of the effects of proliferative diabetic retinopathy and retinopathy of prematurity on retinal vascular architecture.
出版日期Book 2014
版次1
doihttps://doi.org/10.1007/978-3-031-01660-8
isbn_softcover978-3-031-00532-9
isbn_ebook978-3-031-01660-8Series ISSN 1930-0328 Series E-ISSN 1930-0336
issn_series 1930-0328
copyrightSpringer Nature Switzerland AG 2014
The information of publication is updating

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發(fā)表于 2025-3-21 21:20:13 | 只看該作者
,Images, Lost and Found, 1915–16,ical applications of the presented methods. A few other databases of retinal fundus images are also reviewed in this chapter. Details of the methods used to evaluate the results of detection and modeling of retinal vasculature are also discussed.
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發(fā)表于 2025-3-22 02:38:41 | 只看該作者
,Images, Lost and Found, 1915–16,od vessels for Gabor filtering. An analysis of the color components of the retinal images in the DRIVE database is presented in Section 5.1. In order to avoid the detection of the edges of the FOV by the Gabor filters, appropriate preprocessing steps need to be included, as explained in Section 5.2.
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Synthesis Lectures on Biomedical Engineeringhttp://image.papertrans.cn/d/image/279445.jpg
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發(fā)表于 2025-3-23 03:20:48 | 只看該作者
Modeling of the Major Temporal Arcade,The parabolic or semielliptical profile of the MTA allows for effective modeling using a form of the GHT [118, 185, 186]. In such a model, changes in the TAA could be expected to be reflected as changes in the openness parameter of the parabola: this approach forms the basis for the modeling of the MTA as presented in this chapter [118, 185–187].
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