• DocumentCode
    664927
  • Title

    Fire detection based on video processing method

  • Author

    Ti Nguyen-Ti ; Thuan Nguyen-Phuc ; Tuan Do-Hong

  • Author_Institution
    Fac. of Electr. & Electron. Eng., Ho Chi Minh City Univ. of Technol., Ho Chi Minh City, Vietnam
  • fYear
    2013
  • fDate
    16-18 Oct. 2013
  • Firstpage
    106
  • Lastpage
    110
  • Abstract
    Because of huge damage caused by fire, the early fire detection becomes more and more important. With the rapid development of image and video processing, the fire detection technology based on video processing is becoming the focal point of some research due to its advantages of high intuitive, speed and anti-jamming capability. In this paper, we propose a method for early fire detection based on region growing. This method uses colour and motion information extracted from video sequences to detect fire. It can work both indoors and outdoors. Moreover, it detects fire at the beginning of the burning process, enabling an early response than would be possible with a conventional fire detector. The method performs the region growing segmentation to identify colour pixels in the scene and then identify moving pixels based on the ratio of height and width of suspected fire region and correlation coefficient. This method can get low false alarm rate by eliminating the fire-like colours because it just needs a fire pixel as the seed pixel.
  • Keywords
    fires; image colour analysis; image motion analysis; image segmentation; video signal processing; colour information; colour pixels; correlation coefficient; early fire detection; false alarm rate; motion information; region growing segmentation; video processing; video sequences; Cameras; Correlation coefficient; Detection algorithms; Fires; Image color analysis; Shape; Video sequences; colour detection; fire detection; flame detection; motion detection; region growing; video processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Technologies for Communications (ATC), 2013 International Conference on
  • Conference_Location
    Ho Chi Minh City
  • ISSN
    2162-1020
  • Print_ISBN
    978-1-4799-1086-1
  • Type

    conf

  • DOI
    10.1109/ATC.2013.6698087
  • Filename
    6698087