• Login
    View Item 
    •   Eurographics DL Home
    • Computer Graphics Forum
    • Volume 36 (2017)
    • 36-Issue 2
    • View Item
    •   Eurographics DL Home
    • Computer Graphics Forum
    • Volume 36 (2017)
    • 36-Issue 2
    • View Item
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    Learning Detail Transfer based on Geometric Features

    Thumbnail
    View/Open
    v36i2pp361-373.pdf (22.01Mb)
    supplemental_opt.pdf (7.107Mb)
    video_final.m4v (52.34Mb)
    Date
    2017
    Author
    Berkiten, Sema
    Halber, Maciej
    Solomon, Justin ORCID
    Ma, Chongyang
    Li, Hao
    Rusinkiewicz, Szymon ORCID
    Pay-Per-View via TIB Hannover:

    Try if this item/paper is available.

    Metadata
    Show full item record
    Abstract
    The visual richness of computer graphics applications is frequently limited by the difficulty of obtaining high-quality, detailed 3D models. This paper proposes a method for realistically transferring details (specifically, displacement maps) from existing high-quality 3D models to simple shapes that may be created with easy-to-learn modeling tools. Our key insight is to use metric learning to find a combination of geometric features that successfully predicts detail-map similarities on the source mesh; we use the learned feature combination to drive the detail transfer. The latter uses a variant of multi-resolution non-parametric texture synthesis, augmented by a high-frequency detail transfer step in texture space. We demonstrate that our technique can successfully transfer details among a variety of shapes including furniture and clothing.
    BibTeX
    @article {10.1111:cgf.13132,
    journal = {Computer Graphics Forum},
    title = {{Learning Detail Transfer based on Geometric Features}},
    author = {Berkiten, Sema and Halber, Maciej and Solomon, Justin and Ma, Chongyang and Li, Hao and Rusinkiewicz, Szymon},
    year = {2017},
    publisher = {The Eurographics Association and John Wiley & Sons Ltd.},
    ISSN = {1467-8659},
    DOI = {10.1111/cgf.13132}
    }
    URI
    http://dx.doi.org/10.1111/cgf.13132
    https://diglib.eg.org:443/handle/10.1111/cgf13132
    Collections
    • 36-Issue 2

    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
     

     

    Browse

    All of Eurographics DLCommunities & CollectionsBy Issue DateAuthorsTitlesSubjectsThis CollectionBy Issue DateAuthorsTitlesSubjects

    My Account

    LoginRegister

    Statistics

    View Usage Statistics

    BibTeX | TOC

    Create BibTeX Create Table of Contents

    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