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image-processing-application

An image processing application with python language

Arithmetic and logical operations between images

  • Sum of images
  • Add noise, merge images,...
  • Subtraction of images
  • Background elimination, time derivation,...
  • Point to point averaging of images
  • Noise reduction
  • Point to point product
  • Convolution (smoothing, derivation,...)
  • Thresholding

Low pass filters

  • Averaging filter

  • Gaussian filter

  • Pascal's triangle

  • Other filters

  • Average versus median

  • Median filter

  • Adaptive filter

High-pass filters

  • Mathematical operators
  • Detection mask
  • Gradient
  • Laplacian
  • Kirsch
  • Marr-Hildreth
  • Marr-Hildreth versus sobel

Frequency filtering

  • An image can be represented by a 2D signal
  • Its Fourier transform gives the intensity as a function of function of the frequency
  • We can apply low-pass and high-pass filters on the image the image to bring out certain ranges of frequencies
  • Capture1

point of interest and corner

  • Susan
  • Harris Capture

if you have any questions or remarks, do not hesitate to contact me.

here is my email [email protected]

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An image processing application

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