iphone opencv - 模板匹配 [英] iphone opencv - template matching

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问题描述

我已经在我的iphone项目中实现了这个OpenCV版本:

i've implemented this OpenCV build into my iphone project:

http://aptogo.co.uk/2011/09/opencv-framework-for-ios/

它构建成功,我知道如何用我的相机捕获图像,灰度和显示在一个imageview。

It builds successfully and i know how to capture an image with my camera, grayscale it and show it on an imageview.

但我会喜欢做的是模板匹配与我捕获的图像(使用相机)对模板图像。

But what i'd like to do is templatematching with the image that i captured (with the camera) against an template image.

我有两个图像grayscaled,但我只是不知道'matchTemplate'工作。这是我到目前为止:

I have both images grayscaled, but i just don't get how the 'matchTemplate' works. This is what i have so far:

cv::Mat grayFrame, grayImg, output;

// This is the template image which i store in a cv::Mat and
// after that i grayscale the image
UIImage *testImage = [UIImage imageNamed:@"qr.png"];
cv::Mat tempMat = [testImage CVMat];
cv::cvtColor(tempMat, grayImg, cv::COLOR_RGB2GRAY);


// Convert captured frame to grayscale
cv::cvtColor(_lastFrame, grayFrame, cv::COLOR_RGB2GRAY);

// Having trouble here...
cv::matchTemplate(grayFrame, grayImg, output, CV_TM_CCORR_NORMED);


// Display result
// This already works for both the captured image and the template image
camView.image = [UIImage imageWithCVMat:grayFrame];

此代码的问题是这行:

cv :: matchTemplate(grayFrame,grayImg,output,1);

cv::matchTemplate(grayFrame, grayImg, output, 1);

我不确定我是否正确。因为我不会在输出像MinMax得到结果,以获得找到的匹配的位置...我甚至传递正确的变量到matchTemplate函数... ??

I'm not sure if i'm doing it right. Because i don't get a result back in 'output' like "MinMax" to get the positions of the found match... Am i even passing the right variables to the matchTemplate function...??

无论如何,有人可以告诉我我做错了什么以及如何使这项工作?

Anyway, can someone please tell me what i'm doing wrong and how to make this work?


  • edit -
    添加了我的变量output的屏幕截图

感谢任何帮助!

推荐答案

matchTemplate()函数返回一个矩阵,其值表示原始图像的每个像素上匹配的概率。它包含浮点数据并具有相同的大小(宽度/高度与输入)。要提取最可能匹配的位置,必须对结果运行minMaxLoc()函数。

The matchTemplate() function returns a matrix whose values represent the probability of the match on every pixel of the original image. It contains floating-point data and has the same size (width/height as the input). To extract the position of the most likely match, you must run the minMaxLoc() function over the result.

这篇关于iphone opencv - 模板匹配的文章就介绍到这了,希望我们推荐的答案对大家有所帮助,也希望大家多多支持IT屋!

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