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python - OpenCV光流示例代码错误

转载 作者:太空宇宙 更新时间:2023-11-03 21:17:35 24 4
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import numpy as np
import cv2

cap = cv2.VideoCapture("slow.avi")
while not cap.isOpened():
cap = cv2.VideoCapture("slow.avi")
cv2.waitKey(1000)
print "Wait for the header"

# params for ShiTomasi corner detection
feature_params = dict( maxCorners = 100,
qualityLevel = 0.3,
minDistance = 7,
blockSize = 7 )

# Parameters for lucas kanade optical flow
lk_params = dict( winSize = (15,15),
maxLevel = 2,
criteria = (cv2.TERM_CRITERIA_EPS | cv2.TERM_CRITERIA_COUNT, 10, 0.03))

# Create some random colors
color = np.random.randint(0,255,(100,3))

# Take first frame and find corners in it
ret, old_frame = cap.read()
old_gray = cv2.cvtColor(old_frame, cv2.COLOR_BGR2GRAY)
p0 = cv2.goodFeaturesToTrack(old_gray, mask = None, **feature_params)

#print old_frame

# Create a mask image for drawing purposes
mask = np.zeros_like(old_frame)

while(1):
ret,frame = cap.read()

frame_gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)

# calculate optical flow
p1, st, err = cv2.calcOpticalFlowPyrLK(old_gray, frame_gray, p0, None, **lk_params)

# Select good points
good_new = p1[st==1]
good_old = p0[st==1]

# draw the tracks
for i,(new,old) in enumerate(zip(good_new,good_old)):
a,b = new.ravel()
c,d = old.ravel()
mask = cv2.line(mask, (a,b),(c,d), color[i].tolist(), 2)
frame = cv2.circle(frame,(a,b),5,color[i].tolist(),-1)
img = cv2.add(frame,mask)

cv2.imshow('frame',img)
k = cv2.waitKey(30) & 0xff
if k == 27:
break

# Now update the previous frame and previous points
old_gray = frame_gray.copy()
p0 = good_new.reshape(-1,1,2)

cv2.destroyAllWindows()
cap.release()

我从 http://docs.opencv.org/trunk/doc/py_tutorials/py_video/py_lucas_kanade/py_lucas_kanade.html 复制了光流示例代码但不起作用并收到此错误消息我尝试修复但无法修复

line 56, in <module>
cv2.imshow('frame',img)
error: ..\..\..\opencv-2.4.8.1\modules\highgui\src\window.cpp:269:
error: (-215) size.width>0 && size.height>0 in function cv::imshow

最佳答案

此处错误:

mask = cv2.line(mask, (a,b),(c,d), color[i].tolist(), 2)
frame = cv2.circle(frame,(a,b),5,color[i].tolist(),-1)

到:

#drawing is inplace replacement, line() and circle() will return None!
cv2.line(mask, (a,b),(c,d), color[i].tolist(), 2)
cv2.circle(frame,(a,b),5,color[i].tolist(),-1)

关于python - OpenCV光流示例代码错误,我们在Stack Overflow上找到一个类似的问题: https://stackoverflow.com/questions/22144824/

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