我试图从我在图片上运行的直方图中获取最大值。我的直方图代码如下所示:(感谢堆栈溢出用户)
public static CvHistogram getHueHistogram(IplImage image){
if(image==null || image.nChannels()<3) new Exception("Error!");
// Split the 3 channels into 3 images
IplImageArray hsvChannels = splitChannels(image);
//bins and value-range
int numberOfBins=255;
float minRange= 0f;
float maxRange= 180f;
// Allocate histogram object
int dims = 1;
int[]sizes = new int[]{numberOfBins};
int histType = CV_HIST_ARRAY;
float[] minMax = new float[]{minRange, maxRange};
float[][] ranges = new float[][]{minMax};
int uniform = 1;
CvHistogram hist = cvCreateHist(dims, sizes, histType, ranges, uniform);
// Compute histogram
int accumulate = 1;
@SuppressWarnings("unused")
IplImage mask = null;
cvCalcHist(hsvChannels.position(0),hist, accumulate, null);
return hist;
}
private static IplImageArray splitChannels(IplImage hsvImage) {
CvSize size = hsvImage.cvSize();
int depth=hsvImage.depth();
IplImage channel0 = cvCreateImage(size, depth, 1);
IplImage channel1 = cvCreateImage(size, depth, 1);
IplImage channel2 = cvCreateImage(size, depth, 1);
cvSplit(hsvImage, channel0, channel1, channel2, null);
return new IplImageArray(channel0, channel1, channel2);
}
现在这是我的 get max 方法:
public static float getHistMaxValue (CvHistogram hist){
float[] minValue = {0};// these exist from when I was testing the function, ignore them
float[] maxValue = {0};
int[] minId = {0}; // these exist from when I was testing the function, ignore them
int[] maxId = {0};
cvGetMinMaxHistValue( hist, null, maxValue, null, maxId);
System.out.printf("%2f", maxValue[0]);
return maxValue[0];
}
现在在大多数情况下这工作正常,我的问题是每次运行程序时我的最大值从 1532、298027 和 298038 变化,即使直方图的图像保持不变。在获得直方图之前,我确实对图像进行了大量处理,但这些功能似乎工作正常。关于为什么这些结果往往会改变的任何想法?