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| 1 | +import sys |
| 2 | +import numpy as np |
| 3 | +import cv2 as cv |
| 4 | + |
| 5 | +def AddSlider(sliderName,windowName,minSlider,maxSlider,valDefault, update=[]): |
| 6 | + if update is None: |
| 7 | + cv.createTrackbar(sliderName, windowName, valDefault,maxSlider-minSlider+1) |
| 8 | + else: |
| 9 | + cv.createTrackbar(sliderName, windowName, valDefault,maxSlider-minSlider+1, update) |
| 10 | + cv.setTrackbarMin(sliderName, windowName, minSlider) |
| 11 | + cv.setTrackbarMax(sliderName, windowName, maxSlider) |
| 12 | + cv.setTrackbarPos(sliderName, windowName, valDefault) |
| 13 | +class Filtrage: |
| 14 | + def __init__(self): |
| 15 | + self.s =0 |
| 16 | + self.alpha = 100 |
| 17 | + self.omega = 100 |
| 18 | + self.updateFiltre=True |
| 19 | + self.img=[] |
| 20 | + self.dximg=[] |
| 21 | + self.dyimg=[] |
| 22 | + self.module=[] |
| 23 | + def DericheFilter(self): |
| 24 | + self.dximg = cv.ximgproc.GradientDericheX( self.img, self.alpha/100., self.omega/1000. ) |
| 25 | + self.dyimg = cv.ximgproc.GradientDericheY( self.img, self.alpha/100., self.omega/1000. ) |
| 26 | + dx2=self.dximg*self.dximg |
| 27 | + dy2=self.dyimg*self.dyimg |
| 28 | + self.module = np.sqrt(dx2+dy2) |
| 29 | + cv.normalize(src=self.module,dst=self.module,norm_type=cv.NORM_MINMAX) |
| 30 | + def SlideBarDeriche(self): |
| 31 | + cv.destroyWindow(self.filename) |
| 32 | + cv.namedWindow(self.filename) |
| 33 | + AddSlider("alpha",self.filename,1,400,self.alpha,self.UpdateAlpha) |
| 34 | + AddSlider("omega",self.filename,1,1000,self.omega,self.UpdateOmega) |
| 35 | + |
| 36 | + def UpdateOmega(self,x ): |
| 37 | + self.updateFiltre=True |
| 38 | + self.omega=x |
| 39 | + def UpdateAlpha(self,x ): |
| 40 | + self.updateFiltre=True |
| 41 | + self.alpha=x |
| 42 | + def run(self,argv): |
| 43 | + # Load the source image |
| 44 | + self.filename = argv[0] if len(argv) > 0 else "../doc/pics/corridor_fld.jpg" |
| 45 | + self.img=cv.imread(self.filename,cv.IMREAD_GRAYSCALE) |
| 46 | + if self.img is None: |
| 47 | + print ('cannot read file') |
| 48 | + return |
| 49 | + self.SlideBarDeriche() |
| 50 | + while True: |
| 51 | + cv.imshow(self.filename,self.img) |
| 52 | + if self.updateFiltre: |
| 53 | + self.DericheFilter() |
| 54 | + cv.imshow("module",self.module) |
| 55 | + self.updateFiltre =False |
| 56 | + code = cv.waitKey(10) |
| 57 | + if code==27: |
| 58 | + break |
| 59 | +if __name__ == '__main__': |
| 60 | + Filtrage().run(sys.argv[1:]) |
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