mohdfarag / image-processing-algorithmic-tools

Image Processing Algorithms Application

Image Processing Algorithmic Tools

An application that illustrates the image with extension BMP, DICOM, JPEG, PNG, etc. and compute image processing tools and algorithms on it.

Description

• User can open any image with [.bmp, .dicom, .jpeg, .png] extension.
• User can make different transformations like:
  • zooming the image with [Bilinear, Nearest-neighbor] interpolations.
  • Rotating the images with [Bilinear, Nearest-neighbor] interpolations.
  • Shearing the images vertically or horizontally.
• User can generate:
  • T shape, Square, Rectangle, Triangle etc..
• User can draw histogram for image and equalize it.
• User can apply:
  • High Pass Filters (HPF)
  • Low Pass Filters (LPF)
    • Percentiles Filters (Median filter, Max Filter, Min filter, etc.)
  • Band Pass Filters (BBF)
  • Band Reject Filters (BRF)
  • Notch Reject Filters (BRF)

Dependencies

• python 3.10

Used packages: pillow pydicom matplotlib numpy opencv-python

to install: pip install [python-library] Or pip install -r requirements.txt

Preview

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References

https://shrishailsgajbhar.github.io/post/Image-Processing-Image-Rotation-Without-Library-Functions https://towardsdatascience.com/introduction-to-image-processing-with-python-dilation-and-erosion-for-beginners-d3a0f29ad72b https://python.plainenglish.io/image-erosion-explained-in-depth-using-numpy-320c01b674a8 https://towardsdatascience.com/image-processing-image-scaling-algorithms-ae29aaa6b36c https://meghal-darji.medium.com/implementing-bilinear-interpolation-for-image-resizing-357cbb2c2722 https://www.geeksforgeeks.org/python-opencv-bicubic-interpolation-for-resizing-image/ https://medium.com/@ami25480/morphological-image-processing-operations-dilation-erosion-opening-and-closing-with-and-without-c95475468fca https://www.imageprocessingplace.com/root_files_V3/image_databases.htm http://matematicas.uam.es/~fernando.chamizo/dark/d_periodic.html