adiMallya / retinex

A python implementation of MSRCR algorithm for enhancing low-light images.

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retinex


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Motivation

The retinex theory was developed by Land and McCann to model how the human visual system perceives a scene. While exploring more on this attempt by the retinex theory as a part of my course project on image enhancement, I came across this paper on multi-scale retinex that tries to enhance an image with more focus on the color enhancemnt step.

Results

output


Read up the Jupyter notebook for the usage.

References

[1] Ana Bel´en Petro, Catalina Sbert, Jean-Michel Morel, "Multiscale Retinex" Paper

[2] D. J. Jobson, Z. Rahman and G. A. Woodell, "A multiscale retinex for bridging the gap between color images and the human observation of scenes" Paper

About

A python implementation of MSRCR algorithm for enhancing low-light images.


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Language:Jupyter Notebook 99.3%Language:Python 0.7%