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The iterative detection network based recovery of black & white pictures shot by camera (implementation and complexity reduction issue)

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F08%3A03146015" target="_blank" >RIV/68407700:21230/08:03146015 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    The iterative detection network based recovery of black & white pictures shot by camera (implementation and complexity reduction issue)

  • Original language description

    The paper deals with a defocusing and Poisson (shot) noise elimination out of black & white pictures captured by a CCD (CMOS) camera with imperfectly adjusted lens. For purposes of this image recovery we can use the MAP criterion based iterative detection network (IDN) containing a number of mutually concatenated elementary functional blocks so-called soft inversions (SISOs). This cellular structure makes IDN suboptimal but also numerically very simple and practically applicable in contrast to unviableoptimal (single-stage) MAP detector. Firstly we focus closer on SISO entities and consequently on the creation of entire IDN. There will be introduced two different forms of reconstruction system (distributed IDN) together with complexity reduction possibilities and example of the image reconstruction by one of them.

  • Czech name

    Rekonstrukce čenobílé fotografie pomocí iterativní detekční sítě (implementace a redukce složitosti)

  • Czech description

    Rekonstrukce čenobílé fotografie pomocí iterativní detekční sítě (implementace a redukce složitosti).

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JA - Electronics and optoelectronics

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    Z - Vyzkumny zamer (s odkazem do CEZ)

Others

  • Publication year

    2008

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Proceedings of the 18 th International Conference Radioelektronika 2008

  • ISBN

    978-1-4244-2087-2

  • ISSN

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

  • Publisher name

    Československá sekce IEEE

  • Place of publication

    Praha

  • Event location

    Praha

  • Event date

    Apr 23, 2008

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article

    000257567200050