Here's a simple MATLAB code example for performing edge detection on a video. The code uses the Canny edge detection method to process each frame of the video.
% Load the video file
videoFile = 'your_video_file.mp4';
videoReader = VideoReader(videoFile);
% Create a video writer to save the output
outputVideo = VideoWriter('output_video.avi');
open(outputVideo);
while hasFrame(videoReader)
% Read the next frame
frame = readFrame(videoReader);
% Convert the frame to grayscale
grayFrame = rgb2gray(frame);
% Perform edge detection using the Canny method
edgeFrame = edge(grayFrame, 'Canny');
% Convert logical image to uint8 for video writing
edgeFrame = uint8(edgeFrame) * 255;
% Write the processed frame to the output video
writeVideo(outputVideo, edgeFrame);
end
% Close the video writer
close(outputVideo);
disp('Edge detection video has been saved as output_video.avi');
Steps Explained:
-
Load the Video: Use
VideoReaderto load the input video file. -
Process Each Frame: Loop through each frame of the video, convert it to grayscale, and apply the Canny edge detection method using the
edgefunction. -
Save the Output: Write each processed frame to a new video file using
VideoWriter.
Replace 'your_video_file.mp4' with the path to your video file. This code will process the video and save the edge-detected version as output_video.avi.
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