A Butterworth lowpass filter of order n, with a cutoff frequency at distance D0 from the origin, has the transfer function H(u, v) given by
\(\frac{1}{1+\left[\frac{D(u,v)}{D_0}\right]^{2n}}\)
A lowpass filter must pass low frequencies (\(H \to 1\) near the origin) and attenuate high frequencies (\(H \to 0\) far from it). D(u, v) is the distance of the point (u, v) from the centre of the frequency rectangle.
The Butterworth lowpass filter of order n is \(H(u,v) = \frac{1}{1+\left[\frac{D(u,v)}{D_0}\right]^{2n}}\). At \(D = 0\), \(H = 1\); as \(D \to \infty\), \(H \to 0\); and at the cutoff \(D = D_0\), \(H = \frac{1}{2}\).
With the ratio inverted, \(\frac{D_0}{D(u,v)}\) becomes huge near the origin, so H is close to 0 at low frequencies and close to 1 at high ones: that is the Butterworth highpass filter, not a lowpass one.
The exponent of the Butterworth response is 2n (the squared magnitude response of an n-th order Butterworth filter), so the form with power n does not describe a filter of order n.
Hence, the answer is \(\frac{1}{1+\left[\frac{D(u,v)}{D_0}\right]^{2n}}\).
Given a simple image of size 10 × 10 whose histogram models the symbol probabilities and is given by
| p1 | p2 | p3 | p4 |
| a | b | c | d |
The first order estimate of image entropy is maximum when
Given two spatial masks
\(S_1=\begin{bmatrix}0&1&0\\1&-4&1\\0&1&0\end{bmatrix}\) and \(S_2=\begin{bmatrix}1&1&1\\1&-8&1\\1&1&1\end{bmatrix}\)
The Laplacian of an image at all points (x, y) can be implemented by convolving the image with spatial mask. Which of the following can be used as the spatial mask ?
A technique used to approximate halftones without reducing spatial resolution is known as _________.
Blind image deconvolution is __________.
The redundancy in images stems from :
Given an image of size 1024 × 1024 pixels in which intensity of each pixel is an 8-bit quality. It requires _______ of storage space if the image is not compressed.
Which of the following is used for the boundary representation of an image object ?
Given a simple image of size 10 × 10 whose histogram models the symbol probabilities and is given by
| p1 | p2 | p3 | p4 |
| a | b | c | d |
The first order estimate of image entropy is maximum when
Given two spatial masks
\(S_1=\begin{bmatrix}0&1&0\\1&-4&1\\0&1&0\end{bmatrix}\) and \(S_2=\begin{bmatrix}1&1&1\\1&-8&1\\1&1&1\end{bmatrix}\)
The Laplacian of an image at all points (x, y) can be implemented by convolving the image with spatial mask. Which of the following can be used as the spatial mask ?
A technique used to approximate halftones without reducing spatial resolution is known as _________.
Blind image deconvolution is __________.