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基于色散相位拉伸变换的数字图像边缘检测

Edge detection in digital images using dispersive phase stretch transform.

作者信息

Asghari Mohammad H, Jalali Bahram

机构信息

Department of Electrical Engineering, University of California, Los Angeles, Los Angeles, CA 90095, USA.

Department of Electrical Engineering, University of California, Los Angeles, Los Angeles, CA 90095, USA ; Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA ; Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA.

出版信息

Int J Biomed Imaging. 2015;2015:687819. doi: 10.1155/2015/687819. Epub 2015 Mar 23.

DOI:10.1155/2015/687819
PMID:25878656
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4386678/
Abstract

We describe a new computational approach to edge detection and its application to biomedical images. Our digital algorithm transforms the image by emulating the propagation of light through a physical medium with specific warped diffractive property. We show that the output phase of the transform reveals transitions in image intensity and can be used for edge detection.

摘要

我们描述了一种用于边缘检测的新计算方法及其在生物医学图像中的应用。我们的数字算法通过模拟光在具有特定扭曲衍射特性的物理介质中的传播来变换图像。我们表明,变换的输出相位揭示了图像强度的变化,可用于边缘检测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/71db/4386678/9d214b8feabb/IJBI2015-687819.005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/71db/4386678/6696a834be07/IJBI2015-687819.001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/71db/4386678/c7f660a44483/IJBI2015-687819.002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/71db/4386678/e86019d02e40/IJBI2015-687819.003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/71db/4386678/99fdfc0d836c/IJBI2015-687819.004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/71db/4386678/9d214b8feabb/IJBI2015-687819.005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/71db/4386678/6696a834be07/IJBI2015-687819.001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/71db/4386678/c7f660a44483/IJBI2015-687819.002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/71db/4386678/e86019d02e40/IJBI2015-687819.003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/71db/4386678/99fdfc0d836c/IJBI2015-687819.004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/71db/4386678/9d214b8feabb/IJBI2015-687819.005.jpg

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本文引用的文献

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Feature Enhancement in Visually Impaired Images.视力受损图像中的特征增强
IEEE Access. 2018;6:1407-1415. doi: 10.1109/ACCESS.2017.2779107. Epub 2017 Dec 5.
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Phase stretch transform for super-resolution localization microscopy.用于超分辨率定位显微镜的相位拉伸变换
Biomed Opt Express. 2016 Sep 19;7(10):4198-4209. doi: 10.1364/BOE.7.004198. eCollection 2016 Oct 1.
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