文章基本信息

标题：A Survey of Recent and Classical Image Registration Methods
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作者：Siddharth Saxena ; Rajeev Kumar Singh
期刊名称：International Journal of Signal Processing, Image Processing and Pattern Recognition
印刷版ISSN：2005-4254
出版年度：2014
卷号：7
期号：4
页码：167-176
DOI：10.14257/ijsip.2014.7.4.16
出版社：SERSC
摘要：Image Registration is the process of aligning two or more images of the same scene taken from different viewpoints, at different times, from different sensors. Image registration aligns two images, i.e., base image and reference image, geometrically. There are different approaches of image registration and these approaches are categorized according to their nature that is areas based and feature based. These approaches are also categorized according to the four simple steps of image registration procedure: feature detection, feature matching, function mapping and transformation and re-sampling. Advantages and disadvantages of different methods are discussed in the paper. The main aim of this paper is to provide the knowledge of different image registrations methods used in different application area.
关键词：Image registration; feature detection; feature matching; mapping function; ; sampling