Emgu Cv template matching
时间: 2023-09-01 18:10:02 浏览: 178
Emgu CV is a cross-platform .NET wrapper for OpenCV, which is a popular computer vision library. Template matching is a technique used in computer vision to find regions in an image that match a given template.
In Emgu CV, you can perform template matching using the `Image.MatchTemplate` method. Here's an example:
```
using Emgu.CV;
using Emgu.CV.CvEnum;
// Load the source image and the template
Mat sourceImage = new Mat("source.jpg", ImreadModes.Color);
Mat template = new Mat("template.jpg", ImreadModes.Color);
// Create the result matrix
Mat result = new Mat(sourceImage.Rows - template.Rows + 1, sourceImage.Cols - template.Cols + 1, DepthType.Cv32F, 1);
// Perform template matching
CvInvoke.MatchTemplate(sourceImage, template, result, TemplateMatchingType.CcoeffNormed);
// Find the best match
double minVal, maxVal;
Point minLoc, maxLoc;
CvInvoke.MinMaxLoc(result, out minVal, out maxVal, out minLoc, out maxLoc);
// Draw a rectangle around the best match
Rectangle matchRect = new Rectangle(maxLoc, template.Size);
CvInvoke.Rectangle(sourceImage, matchRect, new MCvScalar(0, 0, 255), 2);
// Display the result
CvInvoke.Imshow("Template Matching", sourceImage);
CvInvoke.WaitKey(0);
```
This code loads a source image and a template image, performs template matching using the `CvInvoke.MatchTemplate` method, finds the best match using `CvInvoke.MinMaxLoc`, and draws a rectangle around the best match. Finally, it displays the result using `CvInvoke.Imshow`.
Make sure to replace "source.jpg" and "template.jpg" with the paths to your own images. Also, you may need to adjust the template matching method and parameters depending on your specific use case.
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