Image registration methods: a survey

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Image registration methods: a survey (2003)

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by Barbara Zitová , Jan Flusser

Venue:	IMAGE AND VISION COMPUTING
Citations:	733 - 9 self

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@ARTICLE{Zitová03imageregistration,
    author = {Barbara Zitová and Jan Flusser},
    title = {Image registration methods: a survey},
    journal = {IMAGE AND VISION COMPUTING},
    year = {2003},
    volume = {21},
    pages = {977--1000}
}

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Abstract

This paper aims to present a review of recent as well as classic image registration methods. Image registration is the process of overlaying images (two or more) of the same scene taken at different times, from different viewpoints, and/or by different sensors. The registration geometrically align two images (the reference and sensed images). The reviewed approaches are classified according to their nature (areabased and feature-based) and according to four basic steps of image registration procedure: feature detection, feature matching, mapping function design, and image transformation and resampling. Main contributions, advantages, and drawbacks of the methods are mentioned in the paper. Problematic issues of image registration and outlook for the future research are discussed too. The major goal of the paper is to provide a comprehensive reference source for the researchers involved in image registration, regardless of particular application areas.

Keyphrases

image registration method image registration reviewed approach function design feature detection classic image registration method basic step different viewpoint particular application area different sensor sensed image image transformation future research comprehensive reference source major goal elsevier b.v. right problematic issue main contribution feature matching different time image registration procedure

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