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Reflection interference removal based on layer extraction of an image using their relative smoothness.

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Single-Image-Reflection-Removal

Reflection interference removal based on layer extraction of an image using their relative smoothness.

Code for CVPR 2014 paper: Single Image Layer Separation using Relative Smoothness (reflection removal only).

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Digital Image Processing course project focused on understanding the theory behind an image processing algorithm from a research paper, its documentation and implementation in code.

Math and pseudocode is in documentacion.pdf

Python implementation and a more thorough pseudocode analysis: reflection_removal.ipynb

Requirements

  • Python 3.7.
  • Numpy
  • OpenCV-Python
  • Matplotlib

Acknoledgement

Code is based upon one of the author's implementation in Matlab. Yu Li's website

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Reflection interference removal based on layer extraction of an image using their relative smoothness.

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