jjerry-k / learning_imageprocessing

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Learning Image Processing

Requirement

  • Python 3.7 +
  • Packages in requirements.txt

Contents

1. Histogram

  • Calculation histogram
  • Histogram equalization
  • Histogram backprojection

2. Binarization

  • Basic binarization
  • Otsu algorithm
  • Adaptive thresholding

3. Basic Operation

  • Point operation
  • Area operation
  • Geometric operation

4. Morphology

  • Dilation & Erosion
  • Opening & Closing

5. Edge detection

  • Roberts & Prewitt & Sobel
  • Magnitude & Gradient
  • LOG filter
  • Canny edge
  • Color edge
  • Hough transform

6. Feature extraction

  • TBD...

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Language:Python 100.0%