1 2 consider the unit square function given by f x y 1 1 x 1 1 y 1 oth
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Question
1.
2.
Consider the "unit square function" given by
f(x, y) = {1,
−1 ≤ x ≤ 1, −1 ≤ y ≤ 1
otherwise
Let p(r, 0) be the 2D Radon transform of ƒ (x, y).
(a) Determine p(r, 0).
(b) Determine p(r,ï/4).
A first generation CT scanner is used to image a unit-square shaped object (i.e.,
length of each side = 1). The object is surrounded by air and has a constant linear
attenuation coefficient of μ. The coordinate system is set up such that the origin
is at the object center, and the x- and y-axes are parallel to the sides of the
object.
(a) (4 pts) Write a mathematical expression for the linear attenuation function
(x, y). (Hint: Use the rect function)
(b) (4 pts) Determine the Fourier transform of μ(x, y).
(c) (5 pts) Determine p(r,0°) using the definition of Radon transform.
(d) (5 pts) Determine P(K,0°) using projection-slice theorem.
(e) (5 pts) Determine p(r,0°) by taking the inverse Fourier transform of
P(K,0°). Compare your result with that from part (c).
(f) (5 pts) Determine b (x, y) from p(r,0°).