Write the steps involved in frequency domain filtering
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By adjusting the frequencies of components, the image texture adjusting process is the frequency domain filtering.
- We can make the image texture soften and sharpen by removing low or high-frequency components.
- The frequency-domain filtering is used for this purpose.
- The main focus of frequency domain filtering is smoothening and sharpening.
- This process includes mainly 6 steps.
- First, need to collect the padding elements of the image.
- Using padding find out the Fourier transform of the image.
- Create a filter function for the image.
- Then have to obtain the multiplication product of the transformed image and the filter.
- Then need to find that product's inverse FFT.
- Need to adjust the image to its original size.
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