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SIFT with the F-transform pre-processing

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F18%3AA1901MXI" target="_blank" >RIV/61988987:17610/18:A1901MXI - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1007/978-3-319-66824-6_22" target="_blank" >http://dx.doi.org/10.1007/978-3-319-66824-6_22</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-319-66824-6_22" target="_blank" >10.1007/978-3-319-66824-6_22</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    SIFT with the F-transform pre-processing

  • Original language description

    This paper analyzes the efficiency of the Scale Invariant Fea-ture Transform (SIFT) measured in terms of execution time and stabilityof detection for keypoint location. Our goal is to investigate the inu-ence of various downscaling methods which pre-process images beforethe SIFT is executed. For every downscaling method, we estimate thetotal execution time, the amount of detected keypoints and the successrate of keypoint matching. We show that the best combination with theSIFT is achieved by the F-transform downscaling algorithm.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10102 - Applied mathematics

Result continuities

  • Project

    <a href="/en/project/LQ1602" target="_blank" >LQ1602: IT4Innovations excellence in science</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2018

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Advances in Intelligent Systems and Computing

  • ISBN

    978-3-319-66829-1

  • ISSN

    2194-5357

  • e-ISSN

  • Number of pages

    12

  • Pages from-to

    248-259

  • Publisher name

    Springer

  • Place of publication

    Berlin

  • Event location

    Warsaw

  • Event date

    Sep 11, 2017

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000432807900022