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A study of different contrast enhancement techniques for grayscale images using Pyramidal Transforms and Singular Value Decompositions

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rajsinghparihar/Contrast-Enhancer

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Requirements:

  • opencv-python (cv2)
  • numpy
  • scipy
  • pywt
  • skimage
  • matplotlib
  • pyrtools

Tech-Stack Used:

  • Jupyter Notebook - Python

Instructions to Run:

  • For convience purpose, we have added input images in images directory. Make sure you have added images in the images directory and also make sure you have dependencies installed.
  • Now, you just need to run the Jupyter Notebook, sequentially cell-wise.
  • Link to input images: Click Here
  • Link to output images: Click Here

Presentation Link: Click Here

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A study of different contrast enhancement techniques for grayscale images using Pyramidal Transforms and Singular Value Decompositions

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