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Image Processing Toolkit

Author: Andrew Bridglall

Summary

The goal of this project was to build a GUI that incorporated image modification features in a way that was accessible to non-programmers. This GUI design prompts the user to select a file to view, then opens the image in a separate window. From there, the user has a menu of image modification options to choose from. Additional features include an "undo" button, which allows the user to revert back to the prior image and a "save file" button which allows the user to save a modified image they made.

One the difficulties I overcame in this project was learning how to properly display images. Doing so required converting matplotlib.pyplot images first to numpy arrays then to PIL images. I was in part inspired by the minimalist tkinter layout from pyimgtool, which relied on a menu bar and a single window.

Functionality

  1. Point Processing

    • Negative transform
    • Bit reduction
    • Gamma correction
    • Histogram equalization (local and global)
  2. Neighborhood Processing

    • Smoothing (Box and Gaussian)
    • Sharpening (Laplacian, Unsharpen)
    • Statistical filters (Min, Median, Max)

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