使用 openCV 提取圖像的一部分

Question

我是圖像處理的新手。 我想知道是否有任何方法可以從圖像中提取星標？

Answer 1

給這個 go

 import cv2 as cv import numpy as np img = cv.imread('airplane.png') cv.imshow('Original', img) blank = np.zeros(img.shape[:2], dtype='uint8') center_coordinates = (144, 233) radius = 10 mask = cv.circle(blank, center_coordinates, radius, 255, -1) masked = cv.bitwise_and(img, img, mask=mask) cv.imshow('Output', masked) cv.waitKey(0)

Answer 2

import cv2
import argparse

ref_point = []
crop = False

def shape_selection(event, x, y, flags, param):
    global ref_point, crop

    if event == cv2.EVENT_LBUTTONDOWN:
        ref_point = [(x, y)]
    elif event == cv2.EVENT_LBUTTONUP:
        ref_point.append((x, y))
        cv2.rectangle(image, ref_point[0], ref_point[1], (0, 255, 0), 2)
        cv2.imshow("image", image)


ap = argparse.ArgumentParser()
ap.add_argument("-i", "--image", required = True, help ="Path to the image")
args = vars(ap.parse_args())
image = cv2.imread(args["image"])
clone = image.copy()
cv2.namedWindow("image")
cv2.setMouseCallback("image", shape_selection)
while True:
    cv2.imshow("image", image)
    key = cv2.waitKey(1) & 0xFF
    if key == ord("r"):
        image = clone.copy()
    elif key == ord("c"):
        break
if len(ref_point) == 2:
    crop_img = clone[ref_point[0][1]:ref_point[1][1], ref_point[0][0]:                                                        ref_point[1][0]]
    cv2.imshow("crop_img", crop_img)
    cv2.waitKey(0)
cv2.destroyAllWindows()

試試這個它會工作

Answer 3

如果您想使用 OpenCV 的裁剪工具裁剪徽標

import cv2
img = cv2.imread("fight plane.png")
crop_img = img[y:y+h, x:x+w]
cv2.imshow("cropped", crop_img)
cv2.waitKey(0)

取坐標。 這非常容易。 這里的主題還有另一個問題 - How to crop an image in OpenCV using Python

Answer 4

使用 cv2.selectROI function

cv2.namedWindow('ROI') 
# define area by mouse
r=cv2.selectROI('ROI', img,False,False)
imROI = img[int(r[1]):int(r[1]+r[3]), int(r[0]):int(r[0]+r[2])]
cv2.destroyWindow('ROI')
cv2.imshow("ROI", imROI)
cv2.waitKey(0)
cv2.destroyAllWindows()