/Digital-Image-Processing-Algorithms

Various Image Processing Algorithms implented by nearly pure python3.7

Primary LanguagePythonMIT LicenseMIT

Digital-Image-Processing-Algorithms

Some image processing algorithms using python3.7,opencv4,numpy or qt:

  • 1.A Image processing GUI;

  • 2.FFT&IFFT;

  • 3.Exponential transformation,Histogram equalization,Median filtering, Image sharpening using Laplace operator;

  • 4.Edge detection using Roberts,Sobel,Prewitt and Laplace operator;

  • 5.Reconstructions using FFT descriptors ;

  • 6.Color clustering of RGB images using K-means.

All algorithms have been tested on python3.7 on Ubuntu16.04.

BTW,this is the homework for graduate course "Digital Image Processing" in Beihang University, 2020.

Hope it could help ,and welcome for any corrections or improvements.

Some codes here are copied or inspired by some open source codes! Thanks to them!