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Image-Processing-with-opencv

First of all, it is a visual studio 2015 project so if you want only the code go to ergasia1-->main.cpp

Code summary:

  • mouse handler presenting the RGB values of the picture pixels and the HSI brightness
  • converting to grayscale
  • adding noise with gaussian & Salt and Pepper filtering
  • denoising with mean and median filtering
  • edge detection with Sobel and Prewitt algorithms
  • image segmentation with adaptive thresholding

Initial Picture:

peppers

RESULTS:

Grayscale Gaussian noise Salt and Pepper Noise Mean Filtering on Gauss Mean Filtering on SnP Median Filtering on Gauss Median Filtering on SnP Prewitt Detector Sobel Detector Adaptive Thresholding