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A new preprint is available in IPOL: <a class="moz-txt-link-freetext" href="http://www.ipol.im/pub/pre/82/">http://www.ipol.im/pub/pre/82/</a><br>
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The Anatomy of the SIFT method<br>
by Ives Rey Otero, Mauricio Delbracio<br>
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Abstract<br>
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This article presents a detailed analysis and implementation of the
Scale Invariant Feature Transform (SIFT), a popular image matching
algorithm. SIFT is a complex chain of transformations; each element
of this chain and the respective invariance properties are herein
presented and analyzed. One of the main drawbacks of the SIFT
algorithm is probably the large number of parameters that need to be
set. This work contributes to a detailed dissection of this
algorithm where a careful analysis of each of its design parameters
is discussed and its impact shown in an online demonstration.<br>
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