前言
網絡攝像頭的視頻流解析直接使用通過http的Mjpeg是具有邊界幀信息的multipart / x-mixed-replace,而jpeg數據只是以二進制形式發送。因此,實際上不需要關心HTTP協議標頭。所有jpeg幀均以marker開頭,0xff 0xd8並以結尾0xff 0xd9。因此,上面的代碼從http流中提取了此類幀,並將其一一解碼。像下面
...(http)
0xff 0xd8 --|
[jpeg data] |--this part is extracted and decoded
0xff 0xd9 --|
...(http)
0xff 0xd8 --|
[jpeg data] |--this part is extracted and decoded
0xff 0xd9 --|
...(http)
如果圖像的獲取是從tcp網絡中傳輸到本地進行解析需要對bytes類型數據進行解碼
在使用OpenCV直接調用網絡攝像頭時可能會出現
Cam not found
這時候就需要下面這種辦法
代碼:
幀解析
import cv2
cap = cv2.VideoCapture('http://localhost:8080/frame.mjpg')
while True:
ret, frame = cap.read()
print(frame)
if ret == True:
cv2.imshow('Video', frame)
if cv2.waitKey(1) == 27:
exit(0)
視頻流解析
import cv2
import requests
import numpy as np
r = requests.get('http://192.168.1.xx/mjpeg.cgi', auth=('user', 'password'), stream=True)
if(r.status_code == 200):
bytes = bytes()
for chunk in r.iter_content(chunk_size=1024):
bytes += chunk
a = bytes.find(b'\xff\xd8')
b = bytes.find(b'\xff\xd9')
if a != -1 and b != -1:
jpg = bytes[a:b+2]
bytes = bytes[b+2:]
i = cv2.imdecode(np.fromstring(jpg, dtype=np.uint8), cv2.IMREAD_COLOR)
cv2.imshow('i', i)
if cv2.waitKey(1) == 27:
exit(0)
else:
print("Received unexpected status code {}".format(r.status_code))