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This question is about linear filtering concepts using the built in filtering functions (it is not about edge detection methods). Load an MRI image and perform the following:
i. Apply a horizontal Sobel filter to the image and explain its effect.
ii. Apply a Vertical (transpose of above) Sobel filter to the image and explain its effect.
iii. Combine the resulting images of above 2 steps.
iv. Apply an unsharp filter to the image and explain its effect.
v. Find the frequency domain characteristics of the Unsharp and Sobel (horizontal) filters by plotting the 3-D mesh plots of their frequency responses.
Submit the Scilab code, your explanations, and the plots as answer to this question.
For good understanding of the application of the rules specified above see the following figure, where the shaded region demonstrates the clipped polygon. Fi
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