Created
August 30, 2018 12:49
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Function to demo Gabor Filter params
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void gaborFilterDemo() { | |
string inpImgFPath = "testImg.png"; | |
cv::Mat inpImg = imread(inpImgFPath); | |
cv::Mat grayInpImg; | |
cvtColor(inpImg,grayInpImg,CV_BGR2GRAY); | |
cv::Mat grayInpImg_F; | |
grayInpImg.convertTo(grayInpImg_F,CV_32F); | |
int kernel_size = 5; | |
double sig = 5, th = 0, lm = 8, gm = 0.02, ps = 0; | |
//Vector<tupe<parm,title,inc_val> | |
vector<tuple<double*,string,float>> parms = {make_tuple(&th,"Thetha",0.1),make_tuple(&lm,"lambda",1),make_tuple(&sig,"sigma",1),make_tuple(&gm,"Gamma",0.01),make_tuple(&ps,"Phase",1)}; | |
int prmIdx=0; | |
while(true) { | |
Mat kernel = cv::getGaborKernel(cv::Size(kernel_size,kernel_size), sig, th, lm, gm, ps, CV_32F); | |
Mat dest; | |
filter2D(grayInpImg_F, dest, CV_32F, kernel); | |
cv::Mat normDest; | |
cv::normalize( dest, normDest,0,255,NORM_MINMAX); | |
vector<cv::Mat> imgs = {inpImg,grayInpImg,dest,normDest}; | |
cv::Mat opImg = utils::renderImgsToHorizontalStack(imgs); | |
imshow("OP",opImg); | |
Mat bkernel = cv::getGaborKernel(cv::Size(101,101), sig, th, lm, gm, ps, CV_32F); | |
Mat normbKernel; | |
cv::normalize(bkernel,normbKernel,0,255,NORM_MINMAX); | |
cv::Mat kernalOpImg = utils::renderImgsToHorizontalStack({bkernel,normbKernel}); | |
imshow("Kernal",bkernel); | |
printf("sig: %f, th: %f, lm:%f, gm:%f, ps:%f\n",sig,th,lm,gm,ps); | |
uchar key = waitKey(0); | |
if(key == 'q') { | |
break; | |
}else if(key == 'w') { | |
double *parmVar; | |
string title; | |
float incVal; | |
tie(parmVar,title,incVal) = parms[prmIdx]; | |
*parmVar+=incVal; | |
}else if(key == 's') { | |
double *parmVar; | |
string title; | |
float incVal; | |
tie(parmVar,title,incVal) = parms[prmIdx]; | |
*parmVar-=incVal; | |
}else if(key == 'a') { | |
prmIdx-=1; | |
if(prmIdx < 0) prmIdx= parms.size() -1; | |
string title = std::get<1>(parms[prmIdx]); | |
cout<<title<<" chosen"<<endl; | |
}else if(key == 'd') { | |
prmIdx+=1; | |
if(prmIdx >= parms.size()) prmIdx= 0; | |
string title = std::get<1>(parms[prmIdx]); | |
cout<<title<<" chosen"<<endl; | |
}else { | |
//cout<<key<<", "<<(int)key<<endl; | |
} | |
} | |
} |
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