/noise-reduction

Implementing Median, Mean, and Max filters for noise reduction.

Primary LanguageJupyter Notebook

noise-reduction

Implementing three different noise reduction filters, Median filter, Mean filter, and Max filter.

I applied three filter on the test image in images/.

Filtered images are in filtered-images/ and filtered images mat files are in /filtered-mat.

Requirements

  • IPython
  • matplotlib
  • numpy
  • scipy


Noisy and Original Images

Input mat file contains original image and noisy image ti


Median Filter

ti


Mean Filter

ti


Max Filter

ti