Image Processing GUI: An experiment with DSP filters

University of Washington, Seattle

10/2019 - 12/2019

Keywords: Digital signal processing, Python tkinter GUI, Gaussian noise reduction, Canny edge detection, Bilateral blurring filter, HSV/RGB color encoding

Role

  • DSP Engineer
  • Software Engineer

    • Impacts

  • Experimented with DSP image filtering and the combinations of them
  • Demonstrated the ability to program a tkinter GUI on Python

    • Skills

  • Python scripting
  • Image processing
  • Digital signal filtering
  • GUI programming

    • Descriptions

    I implemented a simple image enhancement on Brightness, a complex blurring with a bilateral filter, and an image processing technique with Canny edge detection on a GUI created with Python tkinter package. Users will be able to play with the effects with a slider that can adjust the magnitude of the effect. A cartoon effect will also be available to users with a slider to visualize the effect of noise reduction in the carton effect. Lastly, users can load their desired images to the program and save the result images from the program.

    Back to top Back to Portfolio Back to Home