双目标定 #3
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import numpy as np
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import cv2
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cap = cv2.VideoCapture(0)
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i = 0
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|
cap.set(cv2.CAP_PROP_FRAME_WIDTH, 1280)
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# # cap.set(cv2.CAP_PROP_FRAME_HEIGHT, 680)
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while(cap.isOpened()):
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ret, frame = cap.read()
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# height, width, channels = frame.shape
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# print(f"Image size: {width} x {height}")
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if ret==True:
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left = frame[:,0:640]
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right = frame[:,640:1280]
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|
#cv2.nameswindow(0)
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cv2.imshow('frame', frame)
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if cv2.waitKey(10) == ord('q'):
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|
cv2.imwrite("D:\code\python\l\l_" + str(i) + ".jpg",left)
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cv2.imwrite("D:\code\python\s\s_" + str(i) + ".jpg",right)
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i = i +1
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|
else:
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|
break
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|
# 双目标定
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|
|
||||||
|
使用matlab对双目图像进行标定
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|
|
||||||
|
1. 拍摄双目图像然后将左右目图像进行分割。拍摄和分割均在`catpture_photo.py`完成。完成后图片自动保存在文件夹中。
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|
2. 打开matlab
|
||||||
|
|
||||||
|
![Untitled](./image/Untitled.png)
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|
|
||||||
|
点击New Session后Add Images分别添加左右目图像。
|
||||||
|
|
||||||
|
点击Calibrate进行标定
|
||||||
|
|
||||||
|
1. 标定完成后Export Camera Parameters
|
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|
2. 获得标定结果
|
||||||
|
|
||||||
|
![Untitled](./image/Untitled 1.png)
|
||||||
|
|
||||||
|
```cpp
|
||||||
|
|
||||||
|
new_stereo:
|
||||||
|
|
||||||
|
Mat cam_matrix_left = (Mat_<double>(3, 3) <<
|
||||||
|
4.869084743604942e+02, 0, 0,
|
||||||
|
0,4.859921620798602e+02, 0,
|
||||||
|
2.813183643903652e+02, 2.267657091677993e+02, 1);
|
||||||
|
Mat cam_matrix_right = (Mat_<double>(3, 3) <<
|
||||||
|
4.859133331805883e+02, 0, 0,
|
||||||
|
0,4.850356748771951e+02, 0,
|
||||||
|
2.970046483040089e+02, 2.324763397214774e+02, 1);
|
||||||
|
Mat distortion_l = (Mat_<double>(1, 5) <<0.121235284781974,-0.161097849662596, 0,
|
||||||
|
0, 0);
|
||||||
|
|
||||||
|
Mat distortion_r = (Mat_<double>(1, 5) <<0.105479235005840,-0.120347246815955, 0,
|
||||||
|
0, 0);
|
||||||
|
Mat rotate = (Mat_<double>(3, 3) <<
|
||||||
|
0.999921984818601, 3.753847738839353e-04, -0.012485325894835,
|
||||||
|
-4.085449515452996e-04, 0.999996396040715, -0.002653487630467,
|
||||||
|
0.012484284819374, 0.002658381435011,0.999918534502034);
|
||||||
|
Mat trans = (Mat_<double>(3, 1) <<
|
||||||
|
-60.319997608188590, -0.019664800882533, -0.638993708428792);
|
||||||
|
```
|
||||||
|
|
||||||
|
old stereo
|
||||||
|
|
||||||
|
```jsx
|
||||||
|
Mat cam_matrix_left = (Mat_<double>(3, 3) <<
|
||||||
|
4.809895643547006e+02, 0, 0,
|
||||||
|
0,4.807599168204821e+02, 0,
|
||||||
|
3.362108165786334e+02, 2.298502481932070e+02, 1);
|
||||||
|
Mat cam_matrix_right = (Mat_<double>(3, 3) <<
|
||||||
|
4.903260126250775e+02, 0, 0,
|
||||||
|
0,4.900310486342847e+02, 0,
|
||||||
|
3.230124997386542e+02, 2.346297967642670e+02, 1);
|
||||||
|
Mat distortion_l = (Mat_<double>(1, 5) <<0.113688825569154,-0.106166584327678, 0,
|
||||||
|
0, 0);
|
||||||
|
|
||||||
|
Mat distortion_r = (Mat_<double>(1, 5) <<0.121425307936153,-0.141892782717707, 0,
|
||||||
|
0, 0);
|
||||||
|
Mat rotate = (Mat_<double>(3, 3) <<
|
||||||
|
0.999996295879846, 8.723884080433472e-04, 0.002578209660240,
|
||||||
|
-8.682590894537506e-04,0.999998339366207, -0.001602308016931,
|
||||||
|
-0.002579603213718,0.001600063527818,0.999995392711370);
|
||||||
|
Mat trans = (Mat_<double>(3, 1) <<
|
||||||
|
-60.348359844102470,-0.030699794141365, 0.495248628081046);
|
||||||
|
```
|
||||||
|
|
||||||
|
注意:拍摄和分割程序在windows下完成,在linux下拍摄,标定结果精度不高。
|
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Reference in New Issue