我想创建两个单独的视频,包括固定对象和移动对象。从 KNN 和 MOG2 中提取移动对象,从而创建黑白视频。但我的主要问题是如何创建两个彩色视频,包括固定和移动对象并分别保存它们?
from __future__ import print_function
import cv2 as cv
import argparse
import sys
parser = argparse.ArgumentParser(description='This program shows how to use background subtraction methods provided by \
OpenCV. You can process both videos and images.')
parser.add_argument('--input', type=str, help='Path to a video or a sequence of image.', default='test.avi')
parser.add_argument('--algo', type=str, help='Background subtraction method (KNN, MOG2).', default='MOG2')
args = parser.parse_args()
if args.algo == 'MOG2':
backSub = cv.createBackgroundSubtractorMOG2()
else:
backSub = cv.createBackgroundSubtractorKNN()
capture = cv.VideoCapture(cv.samples.findFileOrKeep(args.input))
if not capture.isOpened():
print('Unable to open: ' + args.input)
sys.exit(0)
while True:
ret, frame = capture.read()
if frame is None:
break
fgMask = backSub.apply(frame)
cv.rectangle(frame, (10, 2), (100,20), (255,255,255), -1)
cv.putText(frame, str(capture.get(cv.CAP_PROP_POS_FRAMES)), (15, 15),
cv.FONT_HERSHEY_SIMPLEX, 0.5 , (0,0,0))
cv.imshow('Frame', frame)
cv.imshow('FG Mask', fgMask)
keyboard = cv.waitKey(30)
if keyboard == 'q' or keyboard == 27:
break
#create Background Subtractor objects
if args.algo == 'MOG2':
backSub = cv.createBackgroundSubtractorMOG2()
else:
backSub = cv.createBackgroundSubtractorKNN()
capture = cv.VideoCapture(cv.samples.findFileOrKeep(args.input))
if not capture.isOpened():
print('Unable to open: ' + args.input)
sys.exit(0)