Average, Median, Gaussian and Bilateral Blurring and Smoothing using OpenCv and Python

OpenCV (Open Source Computer Vision Library) is released under a BSD license and hence it’s free for both academic and commercial use. Blurring and Smoothing is used to remove noise from an image. Average blurring replaces the central pixel of the matrix with the average value of the pixels in the matrix. Median blur takes the median value of the pixels in the matrix and replaces the central pixel in the matrix. Similarly, Gaussian blur takes the Gaussian Weighted Average in the coordinate space. Bilateral filter takes Gaussian Weighted Average for coordinate space as well as color space.

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