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    Natural Image Statistics: Foundations and Applications

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    Date
    2013
    Author
    Pouli, Tania
    Cunningham, Douglas ORCID
    Reinhard, Erik
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    Abstract
    Natural 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.
    BibTeX
    @inproceedings {10.2312:conf:EG2013:tutorials:t8,
    booktitle = {Eurographics 2013 - Tutorials},
    editor = {Diego Gutierrez and Karol Myszkowski},
    title = {{Natural Image Statistics: Foundations and Applications}},
    author = {Pouli, Tania and Cunningham, Douglas and Reinhard, Erik},
    year = {2013},
    publisher = {The Eurographics Association},
    ISSN = {1017-4656},
    DOI = {10.2312/conf/EG2013/tutorials/t8}
    }
    URI
    http://dx.doi.org/10.2312/conf/EG2013/tutorials/t8
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    Eurographics Association copyright © 2013 - 2023 
    Send Feedback | Contact - Imprint | Data Privacy Policy | Disable Google Analytics
    Theme by @mire NV
    System hosted at  Graz University of Technology.
    TUGFhA