Question

在网上搜索之后，我无法找到一种方法来使用Python中的OpenCV来绘制this图像中的边界框。它有两个特征，前四个角没有相互连接，第二个是透明边界框。

我知道我应该使用Polygon，但我不能更进一步。

Answer 1

以下函数在感兴趣的区域周围绘制一个不完整的矩形。我为每个提供的点使用了cv2.line()两次。此外，我还使用cv2.circle()标记了4个点。

有一个约束。您必须按以下顺序提供4个点：左上角，左下角，右上角，右下角。

此外，您还可以选择更改要绘制的行的长度line_length。

<强>代码：

def draw_border(img, point1, point2, point3, point4, line_length):

    x1, y1 = point1
    x2, y2 = point2
    x3, y3 = point3
    x4, y4 = point4    

    cv2.circle(img, (x1, y1), 3, (255, 0, 255), -1)    #-- top_left
    cv2.circle(img, (x2, y2), 3, (255, 0, 255), -1)    #-- bottom-left
    cv2.circle(img, (x3, y3), 3, (255, 0, 255), -1)    #-- top-right
    cv2.circle(img, (x4, y4), 3, (255, 0, 255), -1)    #-- bottom-right

    cv2.line(img, (x1, y1), (x1 , y1 + line_length), (0, 255, 0), 2)  #-- top-left
    cv2.line(img, (x1, y1), (x1 + line_length , y1), (0, 255, 0), 2)

    cv2.line(img, (x2, y2), (x2 , y2 - line_length), (0, 255, 0), 2)  #-- bottom-left
    cv2.line(img, (x2, y2), (x2 + line_length , y2), (0, 255, 0), 2)

    cv2.line(img, (x3, y3), (x3 - line_length, y3), (0, 255, 0), 2)  #-- top-right
    cv2.line(img, (x3, y3), (x3, y3 + line_length), (0, 255, 0), 2)

    cv2.line(img, (x4, y4), (x4 , y4 - line_length), (0, 255, 0), 2)  #-- bottom-right
    cv2.line(img, (x4, y4), (x4 - line_length , y4), (0, 255, 0), 2)

    return img

line_length = 15

img = np.zeros((512,512,3), np.uint8)
cv2.imshow('img', img)

point1, point2, point3, point4 = (280,330), (280,390), (340,330), (340,390)
fin_img = draw_border(img, point1, point2, point3, point4, line_length)

cv2.imshow('fin_img', fin_img)

cv2.waitKey()
cv2.destroyAllWindows()

<强>结果：

Answer 2

试试这段代码。可能对你有帮助。

<强>代码：

import matplotlib.pyplot as plt
import matplotlib.patches as patches
from PIL import Image
import numpy as np

image = np.array(Image.open('Image.jpg'), dtype=np.uint8)

# Create figure and axes
fig,ax = plt.subplots(1)

# Display the image
ax.imshow(image)

# Create a Rectangle patch
rect = patches.Rectangle((102,55),160,162,linewidth=1,edgecolor='r',facecolor='none')

# Add the patch to the Axes
ax.add_patch(rect)

plt.show()

图片输出：

Answer 3

如果有人需要：C中有弯角的花式矩形：但是我需要在python中使用此代码，社区会回复。

void draw_border(IplImage* show_img, CvPoint pt1, CvPoint pt2, CvScalar color, int thickness, int r, int d):

        // Top left
        cvLine(show_img, cvPoint( pt1.x +r, pt1.y), cvPoint( pt1.x + r + d, pt1.y), color, thickness, 8, 0 );
        cvLine(show_img, cvPoint( pt1.x, pt1.y + r), cvPoint( pt1.x, pt1.y + r + d), color, thickness, 8, 0 );
        cvEllipse(show_img, cvPoint(pt1.x +r, pt1.y + r), cvSize( r, r ), 180, 0, 90, color, thickness, 8, 0);

        // Top right
            cvLine(show_img, cvPoint( pt2.x - r, pt1.y), cvPoint( pt2.x - r - d, pt1.y), color, thickness,  8, 0 );
            cvLine(show_img, cvPoint( pt2.x, pt1.y + r), cvPoint( pt2.x, pt1.y + r + d), color, thickness,  8, 0 );
        cvEllipse(show_img, cvPoint(pt2.x -r, pt1.y + r), cvSize( r, r ), 270, 0, 90, color, thickness, 8, 0);


            // Bottom left
            cvLine(show_img, cvPoint( pt1.x + r, pt2.y), cvPoint( pt1.x + r + d, pt2.y), color, thickness,  8, 0);
            cvLine(show_img, cvPoint( pt1.x, pt2.y - r), cvPoint( pt1.x, pt2.y - r - d), color, thickness,  8, 0);
        cvEllipse(show_img, cvPoint(pt1.x  + r, pt2.y - r), cvSize( r, r ), 90, 0, 90, color, thickness, 8, 0);

            // Bottom right
            cvLine(show_img, cvPoint( pt2.x - r, pt2.y), cvPoint( pt2.x - r - d, pt2.y), color, thickness, 8, 0);
            cvLine(show_img, cvPoint( pt2.x, pt2.y - r), cvPoint( pt2.x, pt2.y - r - d), color, thickness, 8, 0);
        cvEllipse(show_img, cvPoint(pt2.x  - r, pt2.y - r), cvSize( r, r ), 0, 0, 90, color, thickness, 8, 0);

Python-Opencv：如何在图像上绘制四角不完整的矩形

3 个答案: