Assignment 4

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School

COMSATS Institute of Information Technology, Islamabad *

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Course

502

Subject

Electrical Engineering

Date

Nov 24, 2024

Type

docx

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2

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Digital Image Processing – Assignment No 4 Due Date: 5 th June 2023 Instructions: This is individual Assignment. Copied in any case would result as ZERO marks . Make a complete report including code, input/output image and complete description. Problem No. 1: [CLO 2] Write a MATLAB code for image sharpening using the Laplacian filter. The input to your program is: (i) image, and (ii) type of the Laplacian filter. The output of your program should include; Figure 1 and the caption: Image sharpening using the 3 × 3 Laplacian filter with +8 at the center. Figure 2 and the caption: Image processing in two steps. The input image is first smoothed with the 3 × 3, σ2 = .5 Gaussian filter. The resulting image is then sharpened using the 3 × 3 Laplacian filter with −4 at the center. Figure 3 and the caption: Image processing in two steps. The input image is first smoothed with the 3 × 3, σ2 = 1 Gaussian filter. The resulting image is then sharpened using the 3 × 3 Laplacian filter with −8 at the center. Which of the three sharpening procedures is visually more appealing to you? Explain in your own words. Problem No. 2: De-noise the given image land.png and explain your process. Problem No. 3: Find the organs of interest in the provided CT image kidney.jpg. The organs of interest are as shown below; (Hint: Use thresholding and morphological operations)
Figure 1: Kidney.png Figure 2: Isolated Organs ********************* GOOD LUCK *********************
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