Anatomy of the SIFT Method

Autor: Ives Rey Otero, Mauricio Delbracio
Jazyk: angličtina
Rok vydání: 2014
Předmět:
Zdroj: Image Processing On Line, Vol 4, Pp 370-396 (2014)
Druh dokumentu: article
ISSN: 2105-1232
DOI: 10.5201/ipol.2014.82
Popis: 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.
Databáze: Directory of Open Access Journals