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The expense of global illumination computations is many orders of magnitude higher than the expense of direct illumination computations and can greatly benefit by applying our perceptually based technique.
These data suggest that spatial brightness perceptions at photopic light levels are unrelated to the S/P ratio of the illumination.
reading and watching TV, show that the preferred illumination levels in an activity space can be achieved and maintained, irrespective of external light variations.
Open accessProceedings ArticleDOI
01 Jan 2019
16 Citations
Based on the obtained observations, an extension to any illumination estimation method is proposed that under certain conditions alters the results of the underlying method.
Open accessProceedings ArticleDOI
01 Jan 2019
16 Citations
This effectively demonstrates that statistics-based methods can still be successfully used for illumination estimation in digital cameras.
Based on this analysis, we propose a novel set of features factoring out the illumination influence from the majority of the original features.
We believe that a combination of these distinctive features could pave the way for a novel illumination model, which would be optimized based on our findings.
They also suggest it will be worthwhile to explore whether and how the human visual system has internalized the statistics of natural illumination changes.
Proceedings ArticleDOI
09 Jan 2019
65 Citations
On standard single-illumination and multiple-illumination estimation benchmarks, GI outperforms state-of-the-art statistical methods and many recent deep methods.

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