An Analysis of Visual Adaptation and Contrast Perception for Tone Mapping

Abstract

Tone Mapping is the problem of compressing the range of a High-Dynamic Range image so that it can be displayed in a Low-Dynamic Range screen, without losing or introducing novel details: The final image should produce in the observer a sensation as close as possible to the perception produced by the real-world scene. We propose a tone mapping operator with two stages. The first stage is a global method that implements visual adaptation, based on experiments on human perception, in particular we point out the importance of cone saturation. The second stage performs local contrast enhancement, based on a variational model inspired by color vision phenomenology. We evaluate this method with a metric validated by psychophysical experiments and, in terms of this metric, our method compares very well with the state of the art.

DOI: 10.1109/TPAMI.2011.46
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@article{Ferradans2011AnAO, title={An Analysis of Visual Adaptation and Contrast Perception for Tone Mapping}, author={Sira Ferradans and Marcelo Bertalm{\'i}o and Edoardo Provenzi and Vicent Caselles}, journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, year={2011}, volume={33}, pages={2002-2012} }