what is the histogram filter?

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majid
majid on 22 Sep 2021
Commented: majid on 22 Sep 2021
Hello
I'm trying to image proccessing the image of lidar system.
for this purpose, I'm using combination filter which one of them is histogram filter but I can't understand the algorithms clearly?
can any one explain me the step of this method ???
thanks.
  2 Comments
Rik
Rik on 22 Sep 2021
This is how I understand it:
First choose a window size and a threshold. Then do these steps for every pixel:
  1. Find the modal value of the center pixel and it's surrounding window
  2. If the difference between the center pixel and the modal value is larger than some pre-defined threshold, replace it.
This is similar to using a convolution to find outliers, but instead of the mean, you want the mode.

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