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Digital Image Processing - Dec 2016
Electronics Engineering (Semester 7)
TOTAL MARKS: 80
TOTAL TIME: 3 HOURS
(1) Question 1 is compulsory.
(2) Attempt any three from the remaining questions.
(3) Assume data if required.
(4) Figures to the right indicate full marks.
Solve any four Q1 (a,b,c,d,e)
1(a) Justify the statement "Quality of picture depends on the no: of pixels and the no: of gray level representing the pictures".(5 marks)
1(b) Explain RGB color model to represent a digital image.(5 marks)
1(c) Can two different images have the same histogram? Justify your answer.(5 marks)
1(d) Define chain codes in 4-connectivity and 8-connectivity.(5 marks)
1(e) Compare arithmetic coding and Huffinan coding.(5 marks)
2(a) Apply the following Image Enhancement techniques for the given 3 bits per pixel image segment.$ 1=\begin{bmatrix}
2 & 1 & 2& 1& 0\\\\
7 & 1 & 4& 3& 2\\\\
2& 4& 1& 3& 7\\\\
1& 3& 4& 6& 3\\\\
1& 4& 1& 3& 4
\end{bmatrix} $/
i) Digital Negative
ii) Bit plane Slicing
iii) Thresholding with T=5(10 marks)
2(b) Perform histogram equalization and plot the histograms before and afte equalization.
Gray level | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
No.of pixel | 128 | 75 | 280 | 416 | 635 | 1058 | 820 | 684 |
1 | 0 |
0 | 1 |
0 | 0 | 0 | 0 | 0 | 0 | 0 |
0 | 1 | 0 | 1 | 0 | 1 | 0 |
0 | 1 | 0 | 1 | 0 | 1 | 0 |
0 | 1 | 0 | 1 | 0 | 1 | 0 |
0 | 1 | 1 | 1 | 1 | 1 | 0 |
0 | 0 | 0 | 1 | 0 | 0 | 0 |
0 | 0 | 0 | 1 | 0 | 0 | 0 |
Symbol | A | B | C | D | E | F |
Probability | 0.2 | 0.3 | 0.06 | 0.15 | 0.04 | 0.25 |
write a short note any two Q6.(a,b,c,d)
6(a) Hit or Miss Transformation(10 marks) 6(b) Discrete Wavelet Transform(10 marks) 6(c) Thresholding techniques(10 marks) 6(d) Image file format(10 marks)