(a) Consider the intensities of a 3-bit image in Figure Q2(a), identify the process of image...

 

Transcribed Image Text:

(a) Consider the intensities of a 3-bit image in Figure Q2(a), identify the process of image processing by considering the following questions: 0 4 2 7 1 2 5 2 7 7 3 4 5 5 5 2 1 1 0 5 2 7 4 1 0 5 2 4 3 7 W =- 1 0 5 Figure Q2(a) 2 IN 4 1 7 5 01 4 3 6 st 4 1 IN 2 LO 5 2 3 1 (i) Evaluate the log transformation for f(2,3), given c=5. [3 marks] (ii) Drive and sketch the normalized histogram of this image. [7 marks] (iii) Determine the histogram equalization of this image. [10 marks] (iv) Calculate the value of g(3,2) after applying weighted averaging filter below to f(3,2) [1 2 1] 1 x 2 4 16 11 2 11 [5 marks] (v) Determine the second derivative for the row 2 and discuss the effect of applying image processing technique on the image. [5 marks] (a) Consider the intensities of a 3-bit image in Figure Q2(a), identify the process of image processing by considering the following questions: 0 4 2 7 1 2 5 2 7 7 3 4 5 5 5 2 1 1 0 5 2 7 4 1 0 5 2 4 3 7 W =- 1 0 5 Figure Q2(a) 2 IN 4 1 7 5 01 4 3 6 st 4 1 IN 2 LO 5 2 3 1 (i) Evaluate the log transformation for f(2,3), given c=5. [3 marks] (ii) Drive and sketch the normalized histogram of this image. [7 marks] (iii) Determine the histogram equalization of this image. [10 marks] (iv) Calculate the value of g(3,2) after applying weighted averaging filter below to f(3,2) [1 2 1] 1 x 2 4 16 11 2 11 [5 marks] (v) Determine the second derivative for the row 2 and discuss the effect of applying image processing technique on the image. [5 marks]