Question

我需要帮助才能将IplImage转换为Mat。我想为我的图片计算HOGDescriptor，然后使用SVM对其进行分类，但“compute”需要Mat类型。

您能举例说明如何在java中将IplImage转换为Mat吗？

Answer 1

请勿混淆记录为official OpenCV Java binding的here和没有文档的JavaCV项目。

如果您使用JavaCV，则无需转换IplImage即可使用HOGDescriptor，如JavaCV source所示， HOGDescriptor对象包装器操纵CvArr个对象：

// javacv/cpp/opencv_objdetect.java:527
public static class HOGDescriptor extends Pointer {
    public HOGDescriptor();
    ...
    public native void setSVMDetector(CvArr _svmdetector);
    ...
    public native void compute(CvArr img, FloatPointer descriptors, CvSize winStride, CvSize padding, CvPoint locations);
    public native void detect(CvArr img, CvPoint foundLocations, DoublePointer weights, double hitThreshold, CvSize winStride, CvSize padding, CvPoint searchLocations);
    public native void detect(CvArr img, CvPoint foundLocations, double hitThreshold, CvSize winStride, CvSize padding, CvPoint searchLocations);
    public native void detectMultiScale(CvArr img, CvRect foundLocations, double hitThreshold, CvSize winStride, CvSize padding, double scale, int groupThreshold);
    public native void detectMultiScale(CvArr img, CvRect foundLocations, DoublePointer foundWeights, double hitThreshold, CvSize winStride, CvSize padding, double scale, double finalThreshold, boolean useMeanshiftGrouping);
    public native void detectMultiScale(CvArr img, CvRect foundLocations, double hitThreshold, CvSize winStride, CvSize padding, double scale, double finalThreshold, boolean useMeanshiftGrouping);
    ...
};

现在，正如您在opencv_core.java中看到的那样，IplImage包装器对象扩展为CvArr：

// javacv/cpp/opencv_core.java:410
public static class IplImage extends CvArr {
    ...
};

所以你不应该进行任何转换。

以下是使用HOGDescriptor.detectMultiScale的示例：

IplImage img = cvLoadImage("image.jpg");
CvRect foundRects = new CvRect(null);
HOGDescriptor hog = new HOGDescriptor(); 
FloatPointer svm = HOGDescriptor.getDefaultPeopleDetector();
hog.setSVMDetector(svm);
hog.detectMultiScale(img, foundRects, 0, cvSize(8,8), cvSize(32,32), 1.05, 2);

Answer 2

将IplImage转换为Mat非常简单。

IplImage iplImage= cvLoadImage("image.png");

Mat matImage = new Mat(iplImage);

反之亦然

Answer 3

有一种方法：

opencv_core.cvarrToMat(iplImage);

在javacv中将IplImage转换为Mat

3 个答案: