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Efficiency of HSV over RGB Gaussian Mixture Model for fire detection

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25530%2F14%3A39898480" target="_blank" >RIV/00216275:25530/14:39898480 - isvavai.cz</a>

  • Result on the web

    <a href="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6828426&queryText%3DEfficiency+of+HSV+over+RGB+Gaussian+Mixture+Model+for+Fire+Detection" target="_blank" >http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6828426&queryText%3DEfficiency+of+HSV+over+RGB+Gaussian+Mixture+Model+for+Fire+Detection</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/Radioelek.2014.6828426" target="_blank" >10.1109/Radioelek.2014.6828426</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Efficiency of HSV over RGB Gaussian Mixture Model for fire detection

  • Original language description

    Computer Vision based systems have already been proposed to detect fire automatically. To increase the reliability of such systems, Gaussian Mixture Models of fire need to be developed in order to decide if an object in a scene is a fire or no. The models are trained using color images in RGB color model. We, however, believe HSV model is more suitable to present the statistics of a set of colored images precisely. To vindicate this claim, the paper includes a rigorous comparative evaluation of the twoaforementioned color models in a fire detection system to demonstrate the superiority of the HSV color model. It makes hence the recommendation of using the latter model in vision based fire detection systems.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JA - Electronics and optoelectronics

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2014

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    2014 24th International Conference Radioelektronika

  • ISBN

    978-1-4799-3715-8

  • ISSN

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

    "pp.1",4

  • Publisher name

    IEEE (Institute of Electrical and Electronics Engineers)

  • Place of publication

    Washington

  • Event location

    Bratislava

  • Event date

    Apr 15, 2014

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article