State of the Art in Procedural Noise Functions

dc.contributor.authorLagae, A.en_US
dc.contributor.authorLefebvre, S.en_US
dc.contributor.authorCook, R.en_US
dc.contributor.authorDeRose, T.en_US
dc.contributor.authorDrettakis, G.en_US
dc.contributor.authorEbert, D. S.en_US
dc.contributor.authorLewis, J. P.en_US
dc.contributor.authorPerlin, K.en_US
dc.contributor.authorZwicker, M.en_US
dc.contributor.editorHelwig Hauser and Erik Reinharden_US
dc.date.accessioned2015-07-09T10:06:03Z
dc.date.available2015-07-09T10:06:03Z
dc.date.issued2010en_US
dc.description.abstractProcedural noise functions are widely used in Computer Graphics, from off-line rendering in movie production to interactive video games. The ability to add complex and intricate details at low memory and authoring cost is one of its main attractions. This state-of-the-art report is motivated by the inherent importance of noise in graphics, the widespread use of noise in industry, and the fact that many recent research developments justify the need for an up-to-date survey. Our goal is to provide both a valuable entry point into the field of procedural noise functions, as well as a comprehensive view of the field to the informed reader. In this report, we cover procedural noise functions in all their aspects. We outline recent advances in research on this topic, discussing and comparing recent and well established methods. We first formally define procedural noise functions based on stochastic processes and then classify and review existing procedural noise functions. We discuss how procedural noise functions are used for modeling and how they are applied on surfaces. We then introduce analysis tools and apply them to evaluate and compare the major approaches to noise generation. We finally identify several directions for future work.en_US
dc.description.sectionheadersST1en_US
dc.description.seriesinformationEurographics 2010 - State of the Art Reportsen_US
dc.identifier.doi10.2312/egst.20101059en_US
dc.identifier.pages1-19en_US
dc.identifier.urihttps://doi.org/10.2312/egst.20101059en_US
dc.publisherThe Eurographics Associationen_US
dc.titleState of the Art in Procedural Noise Functionsen_US
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