Image medium similarity measure and its applications
Image medium similarity measure and its applications
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图像介质相似性度量及其应用
DOI：
10.1016/j.neucom.2014.03.019
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发表时间：
2014
期刊：
影响因子：
6
通讯作者：
Zhang Shaobai
中科院分区：
文献类型：
--
作者：
Zhou Ningning;Hong Long;Zhang Shaobai
相似性度量在许多图像处理领域中发挥着重要作用。介绍了介质数学体系，在介质真实度测度的基础上，建立了一种新颖的两个像素之间、两个图像集之间的图像介质相似度测度。此外，本文还讨论了图像边缘检测算法、图像匹配算法和由介质相似性度量控制的图像介质保真度度量方法。实验结果表明所提出的相似性度量是有效的。
Similarity measure plays an important role in many image processing fields. This paper introduces the medium mathematic systems, and establishes a novel image medium similarity measure between two pixels and that of between two image sets based on the measure of medium truth degree. Moreover, an image edge detection algorithm, an image matching algorithm and an image medium fidelity measure method governed by the medium similarity measure are discussed in this paper. Experimental results show that the proposed similarity measure is effective.