Explore topic-wise MCQs in Digital Image Processing.

This section includes 27 Mcqs, each offering curated multiple-choice questions to sharpen your Digital Image Processing knowledge and support exam preparation. Choose a topic below to get started.

1.

First order derivative can enhance the fine detail in the image compared to that of second order derivative.

A. True
B. False
Answer» C.
2.

What is the thickness of the edges produced by first order derivatives when compared to that of second order derivatives?

A. Finer
B. Equal
C. Thicker
D. Independent
Answer» D. Independent
3.

Isolated point is also called as noise point.

A. True
B. False
Answer» B. False
4.

If f(x,y) is an image function of two variables, then the first order derivative of a one dimensional function, f(x) is:

A. f(x+1)-f(x)
B. f(x)-f(x+1)
C. f(x-1)-f(x+1)
D. f(x)+f(x-1)
Answer» B. f(x)-f(x+1)
5.

In which of the following cases, we wouldn’t worry about the behaviour of sharpening filter?

A. Flat segments
B. Step discontinuities
C. Ramp discontinuities
D. Slow varying gray values
Answer» E.
6.

ISOLATED_POINT_IS_ALSO_CALLED_AS_NOISE_POINT.?$

A. True
B. False
Answer» B. False
7.

WHERE_DO_YOU_FIND_FREQUENT_USE_OF_GRADIENT??$

A. Industrial inspection
B. MRI Imaging
C. PET Scan
D. None of the mentioned
Answer» B. MRI Imaging
8.

First order derivative can enhance the fine detail in the image compared to that of second order derivative.$

A. True
B. False
Answer» C.
9.

What_is_the_thickness_of_the_edges_produced_by_first_order_derivatives_when_compared_to_that_of_second_order_derivatives?$

A. Finer
B. Equal
C. Thicker
D. Independent
Answer» D. Independent
10.

Which_of_the_following_occurs_in_Unsharp_Masking?$

A. Blurring original image
B. Adding a mask to original image
C. Subtracting blurred image from original
D. All of the mentioned
Answer» E.
11.

Which of the following derivatives produce a double response at step changes in gray level?

A. First order derivative
B. Third order derivative
C. Second order derivative
D. First and second order derivatives
Answer» D. First and second order derivatives
12.

If f(x,y) is an image function of two variables, then the first order derivative of a one dimensional function, f(x) is?

A. f(x+1)-f(x)
B. f(x)-f(x+1)
C. f(x-1)-f(x+1)
D. f(x)+f(x-1)
Answer» B. f(x)-f(x+1)
13.

For a function f(x,y), the gradient of ‘f’ at coordinates (x,y) is defined as a __________?#

A. 3-D row vector
B. 3-D column vector
C. 2-D row vector
D. 2-D column vector
Answer» E.
14.

Which of the following is not a valid response when we apply a second derivative?

A. Zero response at onset of gray level step
B. Nonzero response at onset of gray level step
C. Zero response at flat segments
D. Nonzero response along the ramps
Answer» C. Zero response at flat segments
15.

The ability that rotating the image and applying the filter gives the same result, as applying the filter to the image first, and then rotating it, is called _____________

A. Isotropic filtering
B. Laplacian
C. Rotation Invariant
D. None of the mentioned
Answer» D. None of the mentioned
16.

Which of the following is the valid response when we apply a first derivative?

A. Non-zero at flat segments
B. Zero at the onset of gray level step
C. Zero in flat segments
D. Zero along ramps
Answer» D. Zero along ramps
17.

What is the Second Derivative of Image Sharpening called?

A. Gaussian
B. Laplacian
C. Canny
D. None of the mentioned
Answer» C. Canny
18.

In which of the following cases, we wouldn’t worry about the behaviour of sharpening filter?$

A. Flat segments
B. Step discontinuities
C. Ramp discontinuities
D. Slow varying gray values
Answer» E.
19.

The requirements of the First Derivative of a digital function:

A. Must be zero in areas of constant intensity
B. Must be non-zero at the onset of an intensity step
C. Must be non-zero along ramps
D. All of the Mentioned
Answer» E.
20.

Image differentiation enhances the edges, discontinuities and deemphasizes the pixels with slow varying gray levels.

A. True
B. False
Answer» B. False
21.

What does Image Differentiation de-emphasize?

A. Pixel Density
B. Contours
C. Areas with slowly varying intensities
D. None of the mentioned
Answer» D. None of the mentioned
22.

In spatial domain, which of the following operation is done on the pixels in sharpening the image?

A. Integration
B. Average
C. Median
D. Differentiation
Answer» E.
23.

What does Image Differentiation enhance?

A. Edges
B. Pixel Density
C. Contours
D. None of the mentioned
Answer» B. Pixel Density
24.

Image sharpening process is used in electronic printing.

A. True
B. False
Answer» B. False
25.

How can Sharpening be achieved?

A. Pixel averaging
B. Slicing
C. Correlation
D. None of the mentioned
Answer» E.
26.

Which of the following is the primary objective of sharpening of an image?

A. Blurring the image
B. Highlight fine details in the image
C. Increase the brightness of the image
D. Decrease the brightness of the image
Answer» C. Increase the brightness of the image
27.

The principle objective of Sharpening, to highlight transitions is ________

A. Pixel density
B. Composure
C. Intensity
D. Brightness
Answer» D. Brightness