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We can select as low as 2x2 window size which gives us a much sharper image as compared to higher values.
We see the effects of trying different window sizes. The first image is for 2 x 2 window size where we see the image is much sharper and we can extract maximum information from it. All the edges are well defined and we can observe every minute details of the image...
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All the edges are well defined and we can observe every minute details of the image. As we go on increasing the window size, we see that the resultant image file has thicker edges as compared to the smaller window size. This is mainly because as we go on increasing the window size, we calculate the average value (threshold value) over an increased number of pixels resulting in a more generalised value as compared to that with smaller window sizes...
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