I am working on a project where I need to detect motion in a video stream(to be specific, to detect objects in a surveillance videos of atm).
When motion is detected further processing is done. There is no need for detection of an area where the motion was detected or more detailed information. I only need to measure the percentage of changed pixels between two images or something similar as a trigger for further processing.
My idea was to extract the frames of a video and then compare the subsequent frames for motion detection. i have the code for frames extraction below
import cv2
vidcap = cv2.VideoCapture('Compton.mp4')
success,image = vidcap.read()
count = 0
success = True
while success:
success,image = vidcap.read()
cv2.imwrite("frame%d.jpg" % count, image) # save frame as JPEG file
if cv2.waitKey(10) == 27: # exit if Escape is hit
break
count += 1
Could anyone help me in finding a way to compare the frame images for motion detection as I am new to python.