Project - Embeded camera R&D for Real-Time fire detection surveillance in tunnel environment

Embeded camera R&D for Real-Time fire detection surveillance in tunnel environment
- 2008.07.01~2009.06.30
- High Computing Power Embeded Camera R&D, Fire & Smoke Detection(My Job)

The goal of the project is to develop embeded camera for detect fire and smoke.
My job was an algorithm R&D for detection fire & smoke and the s/w programing.
The fire detection algorithm uses the HMM algorithm.
The features of the fire's sequence is learned in the off-line. And then the learned Markov model is used in the oline using viterbi algorithm.

Below Movies are the result of the project.

*** Demo 1, Fire detection Simple situation :

*** Demo 2, Fire detection in the road, There is similar light of the car with fire color:

***Demo 3, Fire detection test in the real fire situation :

***Demo 4, Embeded Camera Test. The camera detects the fire and then zoom in the region of the fire.

***Demo 5, Smoke detection test.


  1. very excellent!
    could you share me source code?
    i need for my project ^^
    thank you very much :)

  2. Sorry, I can' t share the source code. Because the source code is the result of project funded from government. Thank you for visiting my blog.

  3. oh. no problem. thank you ^^ :)

  4. Can you share me detail document to understand your algorithm? I would like to understand your algorithm. Ko-mab-sum-ni-da :)

    1. please refer to this paper

      thank you

    2. Thank you so much. Now, I am also PhD students in Pusan, if possible, we can meet. Thanks :)

    3. Thank you for visiting my blog.

  5. Hi, JH Kim nim.

    Now, I am implementing your algorithm. But I don't know how to do step "Pixel clustering". Because, opencv don't have that function, and I don't also understand that step. How to cluster them? Does it mean you add 40 frames?


Post a Comment

Popular posts from this blog

(OpenCV Study) Background subtractor MOG, MOG2, GMG example source code (BackgroundSubtractorMOG, BackgroundSubtractorMOG2, BackgroundSubtractorGMG)

OpenCV Stitching example (Stitcher class, Panorama)

Example source code of extract HOG feature from images, save descriptor values to xml file, using opencv (using HOGDescriptor )

Real-time N camera stitching Class.

Optical Flow sample source code using OpenCV

OpenCV Drawing Example, (line, circle, rectangle, ellipse, polyline, fillConvexPoly, putText, drawContours)

Video Stabilization example source code, (using cvFindHomography, cvWarpPerspective functions in openCV)

SICK LMS511 sensor data acquisition interface (source code, C++/MFC)

8 point algorithm (Matlab source code) / The method to get the Fundamental Matrix and the Essential matrix

Image warping (using opencv findHomography, warpPerspective)