In a food processing system, a simple machine vision system should be used to analyze the amount of ingredients (like amount of chocolate chips in chocolate cookies). Perform histogram equalization on the given 8 X 8 image region and enhance the quality of the image to identify the quantity of chocolate chips in the cookies. 1 6 15 8 2 12 7. 7 10 2 1 13 0 4 1 11 7 4 5 13 2 2 12 6 9 1 7 12 1 10 13 5 12 6 9 1 11 13 11 5 14 15 2 4 10 O 1 1 1 3 12 7 14 8 2 14 2 12 3 2 12 9 an 1 4 5 7 10 2. 1 1 3 12 6 8 2 9 1 7 12 1 10 13 5 12 6 9 1 13 2 2 12 6 11 5 14 15 2 4 10 0 6 13 0 4 1 1 15 1 11 7 12 3 2 9 12 7 7 14 8 2 14 2 . 1 11 13 12 a. Plot the gray level vs total no. of pixel counts b. Plot the gray level vs frequency c. Plot the gray level vs cumulative frequency d. Enhance the contrast of the image region (5 marks) (5 marks) (5 marks) (5 marks) In a food processing system, a simple machine vision system should be used to analyze the amount of ingredients (like amount of chocolate chips in chocolate cookies). Perform histogram equalization on the given 8 X 8 image region and enhance the quality of the image to identify the quantity of chocolate chips in the cookies. 1 6 15 8 2 12 7. 7 10 2 1 13 0 4 1 11 7 4 5 13 2 2 12 6 9 1 7 12 1 10 13 5 12 6 9 1 11 13 11 5 14 15 2 4 10 O 1 1 1 3 12 7 14 8 2 14 2 12 3 2 12 9 an 1 4 5 7 10 2. 1 1 3 12 6 8 2 9 1 7 12 1 10 13 5 12 6 9 1 13 2 2 12 6 11 5 14 15 2 4 10 0 6 13 0 4 1 1 15 1 11 7 12 3 2 9 12 7 7 14 8 2 14 2 . 1 11 13 12 a. Plot the gray level vs total no. of pixel counts b. Plot the gray level vs frequency c. Plot the gray level vs cumulative frequency d. Enhance the contrast of the image region