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Layered RC Circuit Model for Background Subtraction

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86086490" target="_blank" >RIV/61989100:27240/13:86086490 - isvavai.cz</a>

  • Result on the web

    <a href="http://link.springer.com/chapter/10.1007%2F978-3-642-41939-3_20" target="_blank" >http://link.springer.com/chapter/10.1007%2F978-3-642-41939-3_20</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-642-41939-3_20" target="_blank" >10.1007/978-3-642-41939-3_20</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Layered RC Circuit Model for Background Subtraction

  • Original language description

    The background subtraction is a technique widely used for video analysis, mainly moving object detection for surveillance systems. Such algorithms must be robust, fast and it has to be able to deal with dynamic backgrounds like water surface or moving tree branches. Also, they should be able to deal with illumination changes and objects casted shadows. Generally, in computer vision the algorithms with a physical background have the best performance. We propose an algorithm for background subtraction based on a model of layered RC circuits. We tested our method on video sequences acquired from level crossing and on commonly used datasets. Finally, we have compared the proposed method with other frequently used methods.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2013

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Lecture Notes in Computer Science. Volume 8034

  • ISBN

    978-3-642-41938-6

  • ISSN

    0302-9743

  • e-ISSN

  • Number of pages

    11

  • Pages from-to

    199-209

  • Publisher name

    Springer Verlag

  • Place of publication

    London

  • Event location

    Rethymnon

  • Event date

    Jul 29, 2013

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article