/Basics-of-Image-Processing

Basics of Image Processing implemented using python

Primary LanguageJupyter Notebook

All assignments done as part of Digital Image Processing (Monsoon-2020)

  1. Assignment 1
  • Chroma keying
  • Quantization
  • Bit plane slicing
  • Linear contrast stretching
  • Histogram equilization
  • Histogram matching
  • Piecewise linear transform
  • Gamma transform
  1. Assignment 2
  • Averaging filter
  • Median filter
  • Canny, Roberts, Prewitt, Sobel and Laplacian edge detectors
  • Bilateral and cross-bilateral filtering
  • Fourier transform on images
  1. Assignment 3
  • skeletonization
  • Erosion, dilation, opening, closing
  • Connected Components
  • Image rotation
  • Image Scaling