English

Effects of GIMP Retinex Filtering Evaluated by the Image Entropy

Computer Vision and Pattern Recognition 2015-12-18 v1

Abstract

A GIMP Retinex filtering can be used for enhancing images, with good results on foggy images, as recently discussed. Since this filter has some parameters that can be adjusted to optimize the output image, several approaches can be decided according to desired results. Here, as a criterion for optimizing the filtering parameters, we consider the maximization of the image entropy. We use, besides the Shannon entropy, also a generalized entropy.

Keywords

Cite

@article{arxiv.1512.05653,
  title  = {Effects of GIMP Retinex Filtering Evaluated by the Image Entropy},
  author = {A. C. Sparavigna and R. Marazzato},
  journal= {arXiv preprint arXiv:1512.05653},
  year   = {2015}
}

Comments

Keywords: Image Processing, Foggy Images, Retinex, Shannon Entropy, Generalized Entropies, Kaniadakis Entropy