高分辨率图像处理的新趋势

M. Hadhoud, F. A. Abd El-Samie, S. El-Khamy
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引用次数: 13

摘要

本文综述了高分辨率(HR)图像处理领域的现状和新趋势。本文主要研究了图像配准、图像插值和图像超分辨率重建。对问题进行了界定,并介绍了当前的技术。例如,在图像插值中,回顾了基于多项式的图像插值,提出了一些新的自适应图像插值和逆图像插值技术。其他主题也以同样的方式处理。介绍了HR图像重建的重要应用。对SR领域的一些问题提出了进一步的见解。本文的目的是激励进一步研究在这一领域的图像处理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
New trends in high resolution image processing
This paper presents a survey on existing as well as new trends in the field of high resolution (HR) image processing. The paper focuses on the main topics, image registration, image interpolation and image super-resolution reconstruction. The problem is defined, current techniques are presented. For example, in image interpolation, polynomial based image interpolation is reviewed, some new techniques for adaptive image interpolation and inverse image interpolation are presented. Other topics are treated in the same manner. Important applications for the HR image reconstruction are presented. Further insight on some problems in the field of SR are presented. The aim of the paper is to motivate further research in this area of image processing.
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