Image morphing based on mutual information and optimal mass transport
Image morphing based on mutual information and optimal mass transport
复制标题
基于互信息和最优质量传输的图像变形
DOI：
10.1109/icip.2004.1421393
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发表时间：
2004
期刊：
影响因子：
--
通讯作者：
S. Haker
中科院分区：
文献类型：
--
作者：
Lei Zhu;Yan Yang;A. Tannenbaum;S. Haker
时间域图像内插，或图像变形，是指在两个给定的相关图像之间生成一系列平滑变化的中间图像的一类技术。在这篇文章中，我们提出了一种基于最优质量传输理论的新方法，使用互信息(MI)作为相似性度量。潜在的应用还包括图像配准、压缩和编码。
Time domain image interpolation, or image morphing, refers to a class of techniques for generating a series of smoothly changing intermediate images between two given related images. In this note, we present a novel approach based on the theoiy of optimal mass transport, using mutual information (MI) as the similarity measurement. The potential applications also include image registmtion, compression and coding.