Image Processing 2075

Question Paper Details
Tribhuwan University
Institute of Science and Technology
2075
Bachelor Level / Fifth Semester / Science
Computer Science and Information Technology ( CSC321 )
( Image Processing )
Full Marks: 60
Pass Marks: 24
Time: 3 hours
Candidates are required to give their answers in their own words as far as practicable.
The figures in the margin indicate full marks.

Attempt any ten questions.

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1. What is a digital image? Draw and explain the block diagram of a typical image processing system in brief.(1+5)
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2. Define Discrete Cosine Transform(DCT). Differentiate between Discrete Fourier Transform (DFT) and Fast Fourier Transform(FFR).

6 marks
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3. Explain the term 'Log and inverse log transformation' techniques for the purpose of image enhancement. Explain the average spatial filter along with suitable algorithm for its implementation.(2+4)

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4. Explain the term Contrast Stretching and the Histogram Equalization.(3+1)
4 marks
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5. What do you mean by Lossless Predictive Coding? Explain it with a suitable block diagram.(6)

6 marks
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6. Explain the detail procedure for implementing Butterworth Low Pass filter in Frequency domain.(6)

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7. What is zooming? Express the process of zooming by replication method.(6)

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8. Explain in detail the region growing techniques for image segmentation. List the problems associated with region growing technique.(4+2)

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9. What are components of a pattern recognition system? Explain the relevant diagrams.(6)
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10. Derive the equation for Laplacian filter and write the algorithm for its implementation.(6)

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11. Write short notes on:(3+3)

a) Neural Network

b) Global thresholding

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