python_Opencv_处理鼠标事件

流程:

  • 首先,创建一个鼠标事件回调函数,当鼠标事件发生时就会被执行。
  • 鼠标事件可以是鼠标上的任何动作,比如左键按下,左键松开,左键双击等。
  • 我们可以通过鼠标事件获得与鼠标对应的图片上的坐标。
  • 根据这些信息我们可以做任何我们想做的事。

  以下代码查看所有被支持的鼠标事件:

 # -*- coding: utf-8 -*-

 import cv2
events=[i for i in dir(cv2) if 'EVENT'in i]
print events

  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BoHmMafwMAAIw1xN8AAADNg/gbAACgedSOv1Py0eY/4R/TfLT6fgWOzRAiZXNm/GGc/UErn3S2neq0m+df6v7t3ifY2v/efqIOO3nNe/pJU/KLG4906ftTaZW7/VxrNxMln3SOQ9mvXPbtmyH5iUY/8bd1P/1iO5divzry0arHPePg72TXUw8rP7F6XtpnyU8sJ94f1K90nvyG1v2dzP57xkGtX/MNe7pG8pp3qJQfZeTXr2ojZat/Vz9d56W3G5Xcxj8O6mdzwvcTlX7ufw8kHw75aCt2MrVNha75uvju2dPwHnS/Ua4N8hPrPZ80fzArb/eghn5b3/Ls809ec722XlTS75Ffv6ndrB6/spyXsX+41gfPOFhdInw/URlY/G3vjfu45RomH63BSPITq6ZR80+79hPGH/zlm+4ParueJUFz9Kz6bS0s3fpNXvPi3YPrd1jXr/adr/PSv3+7fl5ef/bot+lXxUcC9xOVkcXfPe1NPlo5ovzE6vWjpRAgP3HORPmDirouqvlDRf2uFX9H5DVX3h1w/D3y69et39Z+2s+rL/22+tWwGZSfqBw4/iYfrVm20flo1fMq5582T5/8xJPgDxqJ4z5ldf224lk/1z7os4scpX5bOzMSP7H6Q3DXb5X18/JLy3l5v9D3HAePQw6cQfmJSj/xd0Y+Wm95f/+HN18PKj+xel6arclPXDA5/lBKPOx+HmKo+q3O9X671NPvMfWTKvo9+uu3bCn798Ky+7m+p6rjmTieX7OPQ0VvCclPVPr8/Xdq/E5Auu9b+O9nWH9vEJGPduT5iTvdzh+kNM9XHQ38YWz9QV1mVyosOp8/H6eeoz3ud/XfMQ7mzT/ymlfyk6bkFzd+P1aIq72fjvPKUV2ruE/UYxzKftVjUIPxE40x2X+NfLSggj9AFfATqEKwfjIW+6+RjxZU8AeoAn4CVQjYT8Yk/gYAAJgoxiL+bi5jl48WDgT+AFXAXiClJP4GAABoIsTfAAAAzUOPv69cuYJ+AwAABI4ef6PfAAAA4VM7/k7JU2uMhr4bQNFWcY6Ju36pfHAQO4OSn3ggdne1K4081toPQyfEjolWIHXWE+b16+qnyz/NdrOxzjONnwQ+z+dY4u+FhYWe+5+Tp9ZZj7GRpNoueayLqsK3uyevg5qeUjvfSbFjPt8p+VFipd2g7Oi6fl39NLtaHJyoPNP4ScjzfI4l/q6i3+SpddbT2SC62LKntL8xeayLqoK3e0X91rZrnhQ7ZjJOOr6t/h2eHe3Xr7ufZleL83Xh9+eG5pnGT0Ke53P6jL/t+VzV06uGy++t6xgDsau2zayUXVd2npctz52zns4Hk7jdw6SsB55xG8gWfWY91mUcKUtTkjq2rvKTZvf+4u9JsWPeaCpj0f6IOi8HZUfr9evpp9lVtRUrHv1ubp5p/CTkeT6n3/h74vPUeupJ4vbf+cyu2ZU81rIhdvfrdzHvHNrGyGHZsSMGxf08Z1w1ajt69NvaT7OraitWPN9Hk8bmmcZPwp/n+4+/ZW6Aic1T665HxDJJ2rlu4sTyndc6bsPD4oIF5Cd2n5en3WQUG12FZccimEvbQ2GflwOwY6X18/JLi39OXp5p/CT8ef4A8beUcrLz1LrqEXHn+YVMxkp85h83OyHlnZ00u3vara3f42dH436wa14euR1d16+rn9Lhn+mE5ZnGT8Kf52vH3yl5alNfPbJs72LpzDNuvkEKJu/sxNnd3a4rj7XvpMfMjlk5v7j6MjQ7kmcaPzmAn3j6E8I830/8DYdGsHlnoRbYEaqAn0wmfdu9n/vfcEgEnHcWaoAdoQr4yWRyALsTfwMAADSPIcff5KmdTLD7eIAdoQr4yYgg/gYAAGgeevydJy+Zn59HvwEAAIJFj78XFtBvAACA0NHj74WFhbm5+Utzc/fv30e/AQAAwkSPvy/NzV28eOnixYs99Zu8s57+uPYNMM/L1a4kz3TRPZsd1VF17c9g7qHRHdKkm5fQ2v967dYfH9f4903gdtT3OXFsBjLy69GVB9rVT+28tMe11HYz8oVPgJ+46hlSvnA9/v7uu4vnz393/vx3W1tbR48e9eg3eWcHlXfW2m77b/JMu+1YZX9EtdtqP9OkNDVY+l+/3brjUxSbCDsa46/mrwzqeizto0m+cOWD+EkVP7HXM5x84Xr8Pfu/87Pfnpv99tzG5ubnn/fSb/LOmsfJM62UH6IdK+QnyLHqd6kFa//7arfW+ORMih3NeV+Z44K6Hu15LNz9NLuqnaC1kx79nuh84U33E1c92VDyhevx99fi22+mZ6fFt+sbm0eOfO7R75S8s7bjFpEgz/QQ7NhznAvU8eyun1uXEA39rtVu3fEpSk6EHctDJ+Lup0K7HvVcI+QLx09CzReux99nv5o5+7X46puZtfWNz44cqfX8mifOIO+s57z8+l3466FtjNwIO/an32qfzfVzM/6u1a6sOT7DJiw7ludfLYVGUNejR7+t/TS7qrZixaXfEfnCG+4nnnqGkS9cj79Pnp0+dXb6zFdidW3j08/61G8L5J11n5enXfJMO+1Ycf3cfT2oeSQt/a/fbl64+vgMm7DsqNafluKn0K7HSuvn5ZdaeNpeL3VPxJby5QonN1940/3EXc8w8oXr8fcXp6e/ODN96kuxurbxycH0m7yzshznuc7L0y55pj12dI2zazzVBM/afTVL/+u32z3TauPjY/zsWK5fs1FQ16M2L5MvHD+p5SeuegaZL7yDHn8fPz3939PTJ8+KlbWNTz6tod/azQnzFpFmdVf5dNLyzrrbJc+0x47dS8VxK848npQ72b34zf7322718fEzbnaUHaWJStOZ9Xc+I74ejd8FFeJq7yf5wvGTstFd/VF1/YD5wgv0+Ps/p8Tx0+LE2ZmV1Xr6DSFA/uDxADtCFfCTCUePv/9zaub4aXHiDPrdQDLyB48F2BGqgJ9MPEb8fXrm+OmZE2dmV1Y3PvnU9/sxAAAAGBVG/H169vjpmRNnG6Lfxk2I6rcYISCw43iAHaEK+MmAMO9/zx4/M3sy1+/PgtdvAACAicS8/41+AwAAhI4t/j6NfgMAAASN9fnzGfQbAAAgZMz4e1j6Td5ZT39c+waY5+VqV/aVLzyxlQQAgPCxx98nhqDf5J119cezb98h5Asf1e7cAABwEGzx96mZL9r7rw1av8k7W3ff/OHnC0e/AQCaiC3+PjXzxZnB63dK3lnbcYt8Hm6+cPQbAKCJGPH3yZnjp8QXh7J/qiueluSdPcR84eg3AEATMeLvk+Lw9dsCeWfd5zXYfOHoNwBAE9Hj7+Onpo+fmj5xRvTQb/LOji7v7CDzhaPfAADNRI+//3uqk/97dePTz5z6Td5ZdRy0W/INyhcu0W8AgGaix98nzkyfPDN9+kuxuubTb/LOjg3oNwBAE9Hj7zNfzZz5Snz59cza+sZnRxz6Td7ZcYH9WwAAGooef38jZr+enpkWs+sbG0eOsH8qAABAiOjx98y352Zm/zcz+7+Njc3PPz86bvpN3lkAABgL9Pj7/PkL5859d+7c+c3NraNHD1u/oyiKougwWwQAAGgievx98dKlCxcuXrhwYWvr/rFjx9BvAACAANHj7/n5+UuX5i5eunT/PvoNAAAQKHr8PT+/MD8/Pzc3h34DAAAEix5/Lyyg3wAAAKGjx9+XL1+en5+fn59/8OCBQ7/TxSgSlv296h63gH4DAABUQY+/c/2em5tz67eUUt6Io6kovmGIct3jGug3AABAFezxd0/9llLKTIgomjL37qp7XAH9BgAAqIIz/q54//utiKdsy+N1j+eg3wAAAFVwxt9V9PutiK3xdN3jBeg3AABAFfqNv4eweC7RbwAAgGr0EX+ni5H1YbS6xy2g3wAAAFU46P3vwYJ+AwAAVOFA978HDvoNAABQBeJvAACA5kH8DQAA0DzCir8BAACgCmHF3wAAAFAF4m8AAIDmQfwNAADQPMLK/w0AAABV0ONv9BsAACB8iL8BAACahyX+npubQ78BAABCRou//w8Fx4PpZImXhAAAAABJRU5ErkJggg==" alt="" />

  • 所有的鼠标事件回调函数都有一个统一的格式,他们所不同的地方仅仅是被调用后的功能。

例子1:

   在双击过的地方绘制一个圆圈。下面是代码:

 # -*- coding: utf-8 -*-

 import cv2
import numpy as np #mouse callback function
def draw_circle(event,x,y,flags,param):
if event==cv2.EVENT_LBUTTONDBLCLK:
cv2.circle(img,(x,y),100,(255,0,0),-1) # 创建图像与窗口并将窗口与回调函数绑定
img=np.zeros((512,512,3),np.uint8)
cv2.namedWindow('image')
cv2.setMouseCallback('image',draw_circle) while(1):
cv2.imshow('image',img)
if cv2.waitKey(20)&0xFF==27:
break
cv2.destroyAllWindows()

效果:

  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" alt="" />

例子2:

  • 根据我们选择的模式在拖动鼠标时绘制矩形或者是圆圈(就像画图程序中一样)。
  • 所以我们的回调函数包含两部分,一部分画矩形,一部分画圆圈。
  • 这是一个典型的例子他可以帮助我们更好理解与构建人机交互式程序,比如物体跟踪,图像分割
 # -*- coding: utf-8 -*-

 import cv2
import numpy as np # 当鼠标按下时变为True
drawing=False
# 如果mode为true绘制矩形。按下'm' 变成绘制曲线。
mode=True
ix,iy=-1,-1 # 创建回调函数
def draw_circle(event,x,y,flags,param):
global ix,iy,drawing,mode # 当按下左键是返回起始位置坐标
if event==cv2.EVENT_LBUTTONDOWN:
drawing=True
ix,iy=x,y # 当鼠标左键按下并移动是绘制图形。event可以查看移动,flag查看是否按下
elif event==cv2.EVENT_MOUSEMOVE and flags==cv2.EVENT_FLAG_LBUTTON:
if drawing==True:
if mode==True:
cv2.rectangle(img,(ix,iy),(x,y),(0,255,0),-1)
else:
# 绘制圆圈,小圆点连在一起就成了线,3代表了笔画的粗细
cv2.circle(img,(x,y),3,(0,0,255),-1)
# 下面注释掉的代码是起始点为圆心,起点到终点为半径的
# r=int(np.sqrt((x-ix)**2+(y-iy)**2))
# cv2.circle(img,(x,y),r,(0,0,255),-1)
# 当鼠标松开停止绘画。
elif event==cv2.EVENT_LBUTTONUP:
drawing==False
# if mode==True:
# cv2.rectangle(img,(ix,iy),(x,y),(0,255,0),-1)
# else:
# cv2.circle(img,(x,y),5,(0,0,255),-1) # 回调函数与OpenCV 窗口绑定在一起,
# 在主循环中我们需要将键盘上的“m”键与模式转换绑定在一起。
img=np.zeros((512,512,3),np.uint8)
cv2.namedWindow('image')
# 绑定事件
cv2.setMouseCallback('image',draw_circle)
while(1):
cv2.imshow('image',img)
k=cv2.waitKey(1)&0xFF
if k==ord('m'):
mode=not mode
elif k==27:
break

  按下左键拖动开始绘画,按m切换

  效果:

  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" 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