CalcHist on java [closed]

asked 2017-10-02 03:06:46 -0600

aruno14 gravatar image

updated 2017-10-03 00:15:49 -0600

Hello,

I use calcHist function to learn colors (HSV) of sky images using svm. The learning process is coded in c++, I tested result and the precision is about 80%. Then I try to use the svm file in an android application. But all prediction are -1. I check my program but all seems ok. I think maybe the result of the calcHist function is different in c++ and java. Can someone check if I use same function in c++ and java ?

C++ code

int hbins = 30, sbins = 32; 
int histSize[] = {hbins, sbins};
float hranges[] = { 0, 180 };
float sranges[] = { 0, 256 };
const float* ranges[] = { hranges, sranges };
MatND hist; int channels[] = {0, 1};
calcHist( &imageHSV, 1, channels, Mat(),  hist, 2, histSize, ranges, true, false);

Java code

int hbins = 30, sbins = 32;
MatOfInt histSize = new MatOfInt(hbins, sbins);
MatOfFloat histRange = new MatOfFloat(0f, 180f, 0f, 256f);
List<Mat> imageList = new ArrayList<>();
imageList.add(smallMat);
Mat hsvHist = new Mat();
Imgproc.calcHist(imageList, new MatOfInt(0, 1), new Mat(), hsvHist, histSize, histRange);

Resolved I find the problem, in C++ the image space is BGR by default but in java it is RGBA. All the data order was inversed that is why the svm prediction was completly wrong.

Thank you!

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Closed for the following reason the question is answered, right answer was accepted by aruno14
close date 2017-10-03 00:16:07.879660

Comments

results are identical, so it's not that.

how do you set up the SVM ?

berak gravatar imageberak ( 2017-10-02 03:23:02 -0600 )edit

In c++ I can set uniform=true, but in java, I cannot, the result is uniform by default ? I use below code to set up the SVM.

Ptr<SVM> svmHist = SVM::create();
svmHist->setType(SVM::C_SVC);
svmHist->setKernel(SVM::LINEAR);
svmHist->setTermCriteria(TermCriteria(TermCriteria::MAX_ITER, 100, 1e-6));
Ptr<TrainData> tdHist = TrainData::create(images_hist, ROW_SAMPLE, labelsMat);
svmHist->train(tdHist);
aruno14 gravatar imagearuno14 ( 2017-10-02 03:54:49 -0600 )edit
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