Suppose that you form a low pass spatial filter that averages the 4-neighbors of a point (x, y) as the following: 1 80 y) =10 y +1) +flx + 1, y) +flx, y - 1) +flx - 1, y)] . (a) Prove that the transfer function of the filter is defined as: H 1 2mu o 2y (wv) = 3 [cos N cos N (b) Image g(x,y) is sharpened by the Laplacian operator H as: 8xy)=fixy)+Vf(x,y) 0 -1 0 H=|-1 8 -1 0 -1 0 Prove that: e 90,y) =10[r(xy) - £ F G | fix, v) is the mean of f(x,y) with its four neighboring pixels

Computer Networking: A Top-Down Approach (7th Edition)
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Q4) Suppose that you form a low pass spatial filter that averages the 4-neighbors of a point (x, y) as the following: 1 80 y) =10 y +1) +flx + 1, y) +flx, y - 1) +flx - 1, y)] . (a) Prove that the transfer function of the filter is defined as: H 1 2mu o 2y (wv) = 3 [cos N cos N (b) Image g(x,y) is sharpened by the Laplacian operator H as: 8xy)=fixy)+Vf(x,y) 0 -1 0 H=|-1 8 -1 0 -1 0 Prove that: e 90,y) =10[r(xy) - £ F G | fix, v) is the mean of f(x,y) with its four neighboring pixels
Q4)
Suppose that you form a low pass spatial filter that averages the 4-neighbors of
a point (x, y) as the following:
1
g(x, y) = If(x, y + 1) + f(x + 1, y) + f(x, y - 1) + f(x - 1, y)] .
(a) Prove that the transfer function of the filter is defined as:
H(u,v) = |cos
2πι
COS
N
2πν
+ cos
(b) Image g(x,y) is sharpened by the Laplacian operator H as:
g(x,y)=f(x,y)+V?f(x,y)
-1
H =
1
8.
-1
-1
Prove that:
g(x,y) = 10[r(x,y) –C4, ) ]
f(x, y) is the mean of f(x,y) with its four neighboring pixels
Transcribed Image Text:Q4) Suppose that you form a low pass spatial filter that averages the 4-neighbors of a point (x, y) as the following: 1 g(x, y) = If(x, y + 1) + f(x + 1, y) + f(x, y - 1) + f(x - 1, y)] . (a) Prove that the transfer function of the filter is defined as: H(u,v) = |cos 2πι COS N 2πν + cos (b) Image g(x,y) is sharpened by the Laplacian operator H as: g(x,y)=f(x,y)+V?f(x,y) -1 H = 1 8. -1 -1 Prove that: g(x,y) = 10[r(x,y) –C4, ) ] f(x, y) is the mean of f(x,y) with its four neighboring pixels
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