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Bootstrap Filtering of 2D Images

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60461373%3A22340%2F02%3A00006980" target="_blank" >RIV/60461373:22340/02:00006980 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Bootstrap Filtering of 2D Images

  • Original language description

    Digital signal processing of the 2D images plays role in optical monitoring of technological process. Noise suppression is a basic aim of image filtering. A wide class of 2D filters is based on pixel neighborhood analysis using statistical estimates. Every statistical sample can be re-sampled and re-estimated. This non-parametric technique is called Bootstrap. Combining neighborhood data, original filter as estimate and re-sampling technique we obtain Bootstrap estimate of central pixel intensity and its variance. Both linear and nonlinear filters are re-sampled and compared using SNR criteria. Bootstrap variances enable to construct compromise estimates with adaptive behavior.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JD - Use of computers, robotics and its application

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    Z - Vyzkumny zamer (s odkazem do CEZ)

Others

  • Publication year

    2002

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Proc. of the 5th Int. Scientific - Technical Conference on Process Control '02

  • ISBN

    80-7194-452-1

  • ISSN

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

  • Publisher name

    University of Pardubice

  • Place of publication

    Pardubice

  • Event location

    Kouty nad Desnou

  • Event date

    Jun 9, 2002

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article