检查iOS中图像中子图像的存在 [英] Check presence of subimage in image in iOS
问题描述
我有2张图片,比如lowerImage和largerImage。现在,我想检查,smallImage是greaterImage的一部分(或子图像)。我没有得到如何检查。我想在iOS中这么整个东西。在gogling后,我得到使用openCV库是最好的库使用这样的东西。但我没有得到如何使用openCV库来执行我的任务。
I have 2 images, say smallerImage and largerImage. Now, I want to check that does smallerImage is part(or subimage) of largerImage or not. I am not getting how to check that. I want to so this whole stuff in iOS. After gogling, i got that using openCV library is best library to use for such a stuff. But i am not getting how to use openCV library to perform my task.
简而言之,我想知道,
1)什么是不同的技术/方法/算法查找/检查更大图像中的子图像
1) What are the different techniques/methods/algorithms to find/check subimage in larger image
2)如何使用openCV Library执行(1)(即如何使用它来检查较大图像中的子图像) / p>
2) How to use openCV Library to perform (1).(i.e. how to use it to check subimage in larger image)
推荐答案
您可以使用OpennCV模板匹配算法。
You can use OpennCV Template Matching algorithm..
从 https://https://www.hp.com/下载opencv2.framework。 //github.com/Fl0p/OpenCV-iOS
从 https://github.com/aptogo/OpenCVForiPhone/tree/master/OpenCVClient
导入文件opencv2 / nonfree / nonfree.hpp,opencv2 / highgui / highgui.hpp,opencv2 / calib3d / calib3d.hpp,UIImage + OpenCV.h
import files opencv2/nonfree/nonfree.hpp, opencv2/highgui/highgui.hpp, opencv2/calib3d/calib3d.hpp, UIImage+OpenCV.h
匹配的图片。
-(BOOL) matchImages:(UIImage*)largerImage Image2:(UIImage*)subImage
{
cv::Mat tempMat1 = [largerImage CVMat];
cv::Mat tempMat2 = [subImage CVMat];
cv::Mat result;
int match_method = CV_TM_SQDIFF_NORMED;
//cv::cvtColor(tempMat1, debug, CV_GRAY2BGR);
//cv::cvtColor(tempMat1, tempMat1, cv::COLOR_RGB2GRAY);
//cv::cvtColor(tempMat2, tempMat2, cv::COLOR_RGB2GRAY);
int result_cols = tempMat1.cols - tempMat2.cols + 1;
int result_rows = tempMat1.rows - tempMat2.rows + 1;
result.create( result_cols, result_rows, CV_32FC1 );
/// Do the Matching and Normalize
cv::matchTemplate( tempMat1,tempMat2 ,result,match_method);
double minVal; double maxVal;
cv::Point minLoc, maxLoc, matchLoc;
cv::minMaxLoc(result, &minVal, &maxVal, &minLoc, &maxLoc, cv::Mat() );
if( match_method == CV_TM_SQDIFF || match_method == CV_TM_SQDIFF_NORMED ) matchLoc = minLoc;
else matchLoc = maxLoc;
//NSLog(@"%d %d",tempMat1.cols,tempMat1.rows);
NSLog(@"%f %f",minVal,maxVal);
if (minVal < 0.25) {
NSLog(@"success");
//cv::rectangle(tempMat1,matchLoc,cv::Point(matchLoc.x + tempMat2.cols , matchLoc.y + tempMat2.rows),CV_RGB(255,0,0),3);
//UIImage *resImage = [[UIImage alloc] initWithCVMat:tempMat1];
//UIImageView * imageview = [[UIImageView alloc] initWithImage:resImage];
//[imageview setFrame:CGRectMake(0, 0, resImage.size.width, resImage.size.height)];
//[self.view addSubview:imageview];
return YES;
}
else {
return NO;
}
}
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