我正在尝试使用opencv和python制作运动的热点图。
我的代码非常简单,我读入框架,应用MOG背景减法,然后累积前景对象。
我发现累积数组不能超过255。文档中没有提及最大值。为什么是这样?我使用的不是正确累积吗?
import numpy as np
import cv2
class Motion:
def __init__(self):
print("Motion Detection Object Created")
#input file name of video
self.inname= 'C:/Users/Ben/Desktop/MotionMeerkatTest/garcon_test.avi'
#file name to save
self.outname = "C:/MotionMeerkat"
def prep(self):
#just read the first frame to get height and width
cap = cv2.VideoCapture(self.inname)
#uncomment this line and comment the one above if you want to read from webcam
#cap = cv2.VideoCapture(0)
ret,self.orig_image = cap.read()
width = np.size(self.orig_image, 1)
height = np.size(self.orig_image, 0)
frame_size=(height, width)
#make accumulator image of the same size
self.accumulator = np.zeros((height, width), np.float32) # 32 bit accumulator
def run(self):
cap = cv2.VideoCapture(self.inname)
fgbg = cv2.createBackgroundSubtractorMOG2(varThreshold=80,detectShadows=False)
while(1):
ret, frame = cap.read()
if not ret:
break
fgmask = fgbg.apply(frame)
cv2.accumulate(fgmask,self.accumulator)
def write(self):
self.abs=cv2.convertScaleAbs(self.accumulator)
acc_col = cv2.applyColorMap(self.abs,cv2.COLORMAP_HOT)
cv2.imwrite(str(self.outname + "/heatmap.jpg"),acc_col)
#add to original frame
backg = cv2.addWeighted(np.array(acc_col,"uint8"),0.25,self.orig_image,0.75,0)
cv2.imwrite(str(self.outname + "/heatmap_background.jpg"),backg)
最佳答案
在C++文档中,它提到了"Value 0 in the mask always means background, 255 means foreground."
。同样,看到的示例通常显示灰度图像,其中每个值的最大值限制为255。
关于python - OpenCV累积最大值,我们在Stack Overflow上找到一个类似的问题: https://stackoverflow.com/questions/28072754/