histogram smoothing
I have an image in RGB, along with its planes' histograms. How I can smooth these histograms?
(histograms are generated using opencv calcHist function)
I have an image in RGB, along with its planes' histograms. How I can smooth these histograms?
(histograms are generated using opencv calcHist function)
In general you can use OpenCV filters also on vectors. In this case GaussianBlur
works fine:
cv::Mat hist,hist_smoothed;
...
calcHist(&grayImg, 1, 0, cv::Mat(), hist, 1, &histSize, &histRange, uniform, accumulate);
GaussianBlur(hist, hist_smoothed, Size(smooth_size, smooth_size), 0, 0, BORDER_CONSTANT);
Histograms contain useful information about your image, smoothing it will degrade the information, making the histogram mostly useless.
If you still want to use it, here you are: just replace each value by the mean of its neighbors. e.g. smooth_hist[i]=(hist[i-2]+hist[i-1]+hist[i]+hist[i+1]+hist[i+2])/5
. You can use a gaussian weighting, too.
Asked: 2016-04-06 10:12:13 -0600
Seen: 3,088 times
Last updated: Apr 07 '16
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