Natural Image Statistics: Foundations and Applications

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dc.contributor.authorPouli, Taniaen_US
dc.contributor.authorCunningham, Douglasen_US
dc.contributor.authorReinhard, Eriken_US
dc.contributor.editorDiego Gutierrez and Karol Myszkowskien_US
dc.date.accessioned2014-01-26T15:18:11Z
dc.date.available2014-01-26T15:18:11Z
dc.date.issued2013en_US
dc.description.abstractNatural images exhibit statistical regularities that differentiate them from random collections of pixels. Moreover, the human visual system appears to have evolved to exploit such statistical regularities. As computer graphics is concernedwith producing imagery for observation by humans, it would be prudent to understandwhich statistical regularities occur in nature, so they can be emulated by image synthesis methods. In this tutorial we introduce all aspects of natural image statistics, ranging from data collection to analysis and finally their applications in computer graphics, computational photography, image processing and art.en_US
dc.description.seriesinformationEurographics 2013 - Tutorialsen_US
dc.identifier.issn1017-4656en_US
dc.identifier.urihttps://doi.org/10.2312/conf/EG2013/tutorials/t8en_US
dc.publisherThe Eurographics Associationen_US
dc.titleNatural Image Statistics: Foundations and Applicationsen_US
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