https://github.com/zaaim-halim/image-processing

an implementation of different filters and operations on images using Numpy and little help from OpenCV and PILL
https://github.com/zaaim-halim/image-processing

contour-detection corner-detection edge-detection filters image-processing numpy python3

Last synced: 10 months ago
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an implementation of different filters and operations on images using Numpy and little help from OpenCV and PILL

• Host: GitHub
• URL: https://github.com/zaaim-halim/image-processing
• Owner: Zaaim-Halim
• Created: 2021-05-06T14:10:23.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2021-05-08T22:48:20.000Z (over 4 years ago)
• Last Synced: 2025-03-08T20:31:51.199Z (10 months ago)
• Topics: contour-detection, corner-detection, edge-detection, filters, image-processing, numpy, python3
• Language: Python
• Homepage:
• Size: 33 MB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Image-Processing

an implementation of different filters and operations on images using Numpy and little help from OpenCV and PILL

 ### -python 3.9

 ### -UI : tkinter

 ### -libraries : numpy , scipy , matplotlib , opencv , Pill

 # -filters / Operations

 #### -Elementary Transformation:

       ##### -Adjust Image Brightness

       ##### -Color inversion

       ##### -Gray Scale image

       ##### -Binarization by thresholding

       ##### -Poivre&Sel-Noise

       ##### -Gaussian-Noise

       ##### -Poivre&Sel-Noise

       ##### -Contrast enhancement

#### -Spatial domain Filters:

       ##### -Median Filter

       ##### -Average Filter

       ##### -Gaussian Filter

       ##### -Contour detection-Laplacian

       ##### -Contour detection-Sobel

       ##### -Contour detection-Gradient

       ##### -Contour detection-Prewitt

       ##### -Contour detection-Roberts

       ##### -Contour detection-Laplacian-Gaussian

       ##### -Contour detection-Kirsch

       ##### -Contour detection-Canny

       

#### -Frequency domain filters:

       ##### -Contour detection-FFT High Pass :ideal

       ##### -image enhancement-FFT Band Pass :ideal

       ##### -image enhancement-FFT Low Pass

       ##### -Contour detection-Butterworth High Pass

       ##### -Butterworth Low Pass

       

 #### -Mathematical morphology:

       ##### -Erosion

       ##### -Dilation

       ##### -Opening

       ##### -Closing

       ##### -White Top Hat

       ##### -Black Top Hat

       ##### -Contour Detection Gradient

      

  #### -Corner and edge detection:

       ##### -Susan

       ##### -Harris

       ##### -Electrostatic model

       

  #Screen shots