For matlab implementation check this folder matlab-detection-fire.
This MATLAB code analyzes a forest drone video to detect potential fire regions based on color thresholds in the YCbCr color space.
- Video Input: The code reads a forest drone video ('forest_droneCam.mp4' by default).
- Color Space Conversion: Converts each frame to the YCbCr color space.
- Thresholding: Applies thresholding on Cb and Cr channels to identify potential fire regions.
- Binary Mask Creation: Generates a binary mask highlighting detected fire regions.
- Visualization: Displays the processed frames with detected fire regions using
implay.
- Clone the repository.
- Ensure MATLAB is installed.
- Open MATLAB and navigate to the code directory.
- Run the script (
detection.m) with your desired video file.
detectFire('your_video.mp4');