Package enabling color transfer across images

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  • License: GNU GPL V3.0
  • Author: Christopher Hahne
  • Tags color, match, histogram, matching, image, colour, transfer, monge, kantorovich, mkl, pitie, reinhardrecolor, re-color, recolour, re-colour, paintings, film, movie, sequence, automatic, grading, color-grading, colour-grading, equalize, equalise, equalization, equalisation, light-field, lightfield, stop-motion, stopmotion
  • Requires: Python >=3

Project description

color-matcher enables color transfer across images which comes in handy for automatic color-grading of photographs, paintings and film sequences as well as light-field and stopmotion corrections. The methods behind the mappings are based on the approach from Reinhard et al., the Monge-Kantorovich Linearization (MKL) as proposed by Pitie et al. and our analytical solution to a Multi-Variate Gaussian Distribution (MVGD) transfer in conjunction with classical histogram matching. As shown below our HM-MVGD-HM compound outperforms existing methods.

Project details

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Project links
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  • License: GNU GPL V3.0
  • Author: Christopher Hahne
  • Tags color, match, histogram, matching, image, colour, transfer, monge, kantorovich, mkl, pitie, reinhardrecolor, re-color, recolour, re-colour, paintings, film, movie, sequence, automatic, grading, color-grading, colour-grading, equalize, equalise, equalization, equalisation, light-field, lightfield, stop-motion, stopmotion
  • Requires: Python >=3

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