https://github.com/ghaiszaher/image-processing-lab

Histogram Equalization - Dilation - Erosion - Opening - Closing - Fourier Transform & Filters - Edge Detection using Laplace Operator - Hough Lines - Discrete Tomography
https://github.com/ghaiszaher/image-processing-lab

Last synced: 27 days ago
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Histogram Equalization - Dilation - Erosion - Opening - Closing - Fourier Transform & Filters - Edge Detection using Laplace Operator - Hough Lines - Discrete Tomography

• Host: GitHub
• URL: https://github.com/ghaiszaher/image-processing-lab
• Owner: ghaiszaher
• Created: 2019-03-30T14:21:55.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-04-10T19:37:02.000Z (over 5 years ago)
• Last Synced: 2024-08-25T13:06:46.130Z (2 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 7.7 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Image Processing Lab

Contains the implementations of:

* Histogram Equalization

* Dilation, Erosion, Opening and Closing

* Fourier Transform & Filters

* Edge Detection using Laplace Operator

* Hough Lines using Cartesian line equation (y=mx+b)

* Hough Lines using Polar coordinates (rho, theta)

* N-Queens problem: Backtracking solution

* Discrete Tomography: Reconstructing an image from its horizontal and vertical projections using a Backtracking algorithm

## Requirements

* Python3

* Jupyter Notebook

* Opencv2 & Numpy

* Matplotlib