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Quiz Questions Pool for Week 14


Q1. Assume we know (or can measure) a function

$ \begin{align} p(x) &= \int_{-\infty}^{\infty}f(x,y)dy \end{align} $

Using the definition of the CSFT, derive an expression for F(u,0) in terms of the function p(x).


Q2. Consider the following 2D system with input x(m,n) and output y(m,n)

$ y(m,n) = x(m,n) + \lambda \left( x(m,n) - \frac{1}{9} \sum_{k=-1}^{1}\sum_{l=-1}^{1}x(m-k,n-l) \right) $

a. Is this a linear system? Is it space invariant?
b. What is the 2D impulse response of this system?
c. Calculate its frequency response H(u,v).
d. Describe how the filter behaves when $ \lambda $ is positive and large.
e. Describe how the filter behaves when $ \lambda $ is negative and bigger than -1.


Q3. Consider a 3 * 3 FIR filter with coefficients h[m, n]

Q3 table.jpg

a. Find a difference equation that can be used to implement this filter.

b. Given an input image, find the center pixel value of output image.

Q3 inputimg.jpg

c. Find a simple expression for the frequency response (DSFT) H(u,v) of this filter.


Q4. Consider the following discrete space system with input x[m,n] and output y[m,n]given by

$ y[m,n]=x[m,n]+\frac{1}{2}y[m+1,n-1] $

Compute the transfer function

$ H(z_1 ,z_2)=\frac{Y(z_1 ,z_2)}{X(z_1 ,z_2)} $


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