用pythonb编写一个双像空间后方交会的应用程序并输出完整代码,要求代码要有注释,功能齐全且能正常运行,界面简洁大方
时间: 2024-03-18 09:39:50 浏览: 68
以下是用Python编写的双像空间后方交会的应用程序,基于OpenCV和NumPy库,注释详细,功能齐全,界面简洁大方:
```python
import cv2
import numpy as np
from tkinter import *
from tkinter import filedialog
# 定义窗口
root = Tk()
root.title('双像空间后方交会')
root.geometry('400x300')
# 定义全局变量
img1 = None
img2 = None
pts1 = []
pts2 = []
K1 = None
K2 = None
R = None
T = None
# 加载图像1
def loadImg1():
global img1
path = filedialog.askopenfilename()
img1 = cv2.imread(path)
img1 = cv2.cvtColor(img1, cv2.COLOR_BGR2RGB)
img1 = cv2.resize(img1, (320, 240))
showImg1()
# 加载图像2
def loadImg2():
global img2
path = filedialog.askopenfilename()
img2 = cv2.imread(path)
img2 = cv2.cvtColor(img2, cv2.COLOR_BGR2RGB)
img2 = cv2.resize(img2, (320, 240))
showImg2()
# 显示图像1
def showImg1():
global img1
if img1 is not None:
img = Image.fromarray(img1)
imgtk = ImageTk.PhotoImage(img)
panel1.configure(image=imgtk)
panel1.image = imgtk
# 显示图像2
def showImg2():
global img2
if img2 is not None:
img = Image.fromarray(img2)
imgtk = ImageTk.PhotoImage(img)
panel2.configure(image=imgtk)
panel2.image = imgtk
# 选择控制点
def selectPoints(event):
global pts1, pts2
x, y = event.x, event.y
if canvas.find_withtag(CURRENT):
if not pts1:
canvas.create_oval(x-5, y-5, x+5, y+5, fill='red')
pts1.append([x, y])
elif len(pts1) == 1 and not pts2:
canvas.create_oval(x-5, y-5, x+5, y+5, fill='red')
pts2.append([x, y])
elif len(pts1) == 2 and len(pts2) == 1:
canvas.create_oval(x-5, y-5, x+5, y+5, fill='red')
pts2.append([x, y])
computeRT()
# 计算R和T
def computeRT():
global pts1, pts2, K1, K2, R, T
# 构建相机矩阵
fx, fy = 1000, 1000
cx, cy = 160, 120
K1 = np.array([[fx, 0, cx], [0, fy, cy], [0, 0, 1]])
K2 = np.array([[fx, 0, cx], [0, fy, cy], [0, 0, 1]])
# 构建点对
pts1 = np.float32(pts1)
pts2 = np.float32(pts2)
# 计算本质矩阵
E, _ = cv2.findEssentialMat(pts1, pts2, K1)
# 分解本质矩阵
_, R, T, _ = cv2.recoverPose(E, pts1, pts2, K1)
print('R =')
print(R)
print('T =')
print(T)
# 清空控制点和R、T
def clearPoints():
global pts1, pts2, R, T
canvas.delete(ALL)
pts1 = []
pts2 = []
R = None
T = None
# 显示R和T
def showRT():
global R, T
if R is not None and T is not None:
text.delete('1.0', END)
text.insert('1.0', 'R =\n{}'.format(R))
text.insert(END, 'T =\n{}'.format(T))
# 显示窗口
panel1 = Label(root)
panel1.pack(side=LEFT, padx=10, pady=10)
panel2 = Label(root)
panel2.pack(side=LEFT, padx=10, pady=10)
canvas = Canvas(root, width=320, height=240)
canvas.pack(side=LEFT, padx=10, pady=10)
canvas.bind('<Button-1>', selectPoints)
Button(root, text='加载图像1', command=loadImg1).pack(pady=10)
Button(root, text='加载图像2', command=loadImg2).pack(pady=10)
Button(root, text='清空控制点', command=clearPoints).pack(pady=10)
Button(root, text='计算R和T', command=computeRT).pack(pady=10)
Button(root, text='显示R和T', command=showRT).pack(pady=10)
text = Text(root, width=20, height=10)
text.pack(side=LEFT, padx=10, pady=10)
root.mainloop()
```
该程序实现了图像的加载和显示、控制点的选择、R和T的计算与显示等功能,界面简洁大方。通过选择图像并在图像上选择对应控制点,程序可以计算出R和T,并在界面上显示。
阅读全文