Anatomy of the SIFT Method
This article presents a detailed description and implementation of the Scale Invariant FeatureTransform (SIFT), a popular image matching algorithm. This work contributes to a detaileddissection of SIFT’s complex chain of transformations and to a careful presentation of each ofits design parameters....
Main Authors: | , |
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Format: | Article |
Language: | English |
Published: |
Image Processing On Line
2014-12-01
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Series: | Image Processing On Line |
Online Access: | http://www.ipol.im/pub/art/2014/82/ |
Summary: | This article presents a detailed description and implementation of the Scale Invariant FeatureTransform (SIFT), a popular image matching algorithm. This work contributes to a detaileddissection of SIFT’s complex chain of transformations and to a careful presentation of each ofits design parameters. A companion online demonstration allows the reader to use SIFT andindividually set each parameter to analyze its impact on the algorithm results. |
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ISSN: | 2105-1232 |