模板匹配(人脸匹配案例)
import cv2 as cv import numpy as np def template_demo(): tpl = cv.imread("C:/Users/wml/Desktop/wml/ym_sample.png") target = cv.imread("C:/Users/wml/Desktop/wml/ym.jpg") cv.imshow("template image", tpl) cv.imshow("target image", target) methods = [cv.TM_SQDIFF_NORMED, cv.TM_CCORR_NORMED, cv.TM_CCOEFF_NORMED]#使用三种方法检测 th, tw = tpl.shape[:2] for md in methods: print(md) result = cv.matchTemplate(target, tpl, md) min_val, max_val, min_loc, max_loc = cv.minMaxLoc(result) if md == cv.TM_SQDIFF_NORMED: tl = min_loc else: tl = max_loc br = (tl[0]+tw, tl[1]+th); cv.rectangle(target, tl, br, (0, 0, 255), 2) #cv.imshow("match-"+np.str(md), target) cv.imshow("match-" + np.str(md), target)#利用 print("--------- Python OpenCV Tutorial ---------") src = cv.imread("C:/Users/wml/Desktop/wml/ym.jpg") cv.namedWindow("input image", cv.WINDOW_AUTOSIZE) cv.imshow("input image", src) template_demo() cv.waitKey(0) cv.destroyAllWindows()