#!/usr/bin/python # This is a standalone program. Pass an image name as a first parameter of the program. import sys from math import sin, cos, sqrt, pi import cv2.cv as cv import urllib2 # toggle between CV_HOUGH_STANDARD and CV_HOUGH_PROBILISTIC USE_STANDARD = True if __name__ == "__main__": if len(sys.argv) > 1: filename = sys.argv[1] src = cv.LoadImage(filename, cv.CV_LOAD_IMAGE_GRAYSCALE) else: url = 'https://raw.github.com/Itseez/opencv/master/samples/cpp/building.jpg' filedata = urllib2.urlopen(url).read() imagefiledata = cv.CreateMatHeader(1, len(filedata), cv.CV_8UC1) cv.SetData(imagefiledata, filedata, len(filedata)) src = cv.DecodeImageM(imagefiledata, cv.CV_LOAD_IMAGE_GRAYSCALE) cv.NamedWindow("Source", 1) cv.NamedWindow("Hough", 1) while True: dst = cv.CreateImage(cv.GetSize(src), 8, 1) color_dst = cv.CreateImage(cv.GetSize(src), 8, 3) storage = cv.CreateMemStorage(0) lines = 0 cv.Canny(src, dst, 50, 200, 3) cv.CvtColor(dst, color_dst, cv.CV_GRAY2BGR) if USE_STANDARD: lines = cv.HoughLines2(dst, storage, cv.CV_HOUGH_STANDARD, 1, pi / 180, 100, 0, 0) for (rho, theta) in lines[:100]: a = cos(theta) b = sin(theta) x0 = a * rho y0 = b * rho pt1 = (cv.Round(x0 + 1000*(-b)), cv.Round(y0 + 1000*(a))) pt2 = (cv.Round(x0 - 1000*(-b)), cv.Round(y0 - 1000*(a))) cv.Line(color_dst, pt1, pt2, cv.RGB(255, 0, 0), 3, 8) else: lines = cv.HoughLines2(dst, storage, cv.CV_HOUGH_PROBABILISTIC, 1, pi / 180, 50, 50, 10) for line in lines: cv.Line(color_dst, line[0], line[1], cv.CV_RGB(255, 0, 0), 3, 8) cv.ShowImage("Source", src) cv.ShowImage("Hough", color_dst) k = cv.WaitKey(0) % 0x100 if k == ord(' '): USE_STANDARD = not USE_STANDARD if k == 27: break cv.DestroyAllWindows()