• Login
    View Item 
    •   Eurographics DL Home
    • Eurographics Partner Events
    • SCA: Symposium on Computer Animation - Posters and Showcases
    • SCA 17: Posters
    • View Item
    •   Eurographics DL Home
    • Eurographics Partner Events
    • SCA: Symposium on Computer Animation - Posters and Showcases
    • SCA 17: Posters
    • View Item
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    Regression-Based Locating Landmark on Dynamic Humans

    Thumbnail
    View/Open
    28-0012-jang.pdf (1.640Mb)
    Date
    2017
    Author
    Jang, Deok-Kyeong
    Lee, Sung-Hee ORCID
    Pay-Per-View via TIB Hannover:

    Try if this item/paper is available.

    Metadata
    Show full item record
    Abstract
    We present a novel framework that consists of two-level regressors for finding correlations between human shapes and landmark positions in both body part and holistic scales. To this end, we first develop pose invariant coordinates of landmarks that represent both local and global shape features by using the pose invariant local shape descriptors and their spatial relationships. Our body part-level regression deals with the shape features from only those body parts corresponding to a certain landmark. For this, we develop a method that identi es such body parts per landmark, by using geometric shape dictionary obtained through the bag of features method. Our method is nearly automatic, requiring human assistance only once to di erentiate the left and right sides, and shows the prediction accuracy comparable to or better than those of existing methods, with a test data set containing a large variation of human shapes and poses.
    BibTeX
    @inproceedings {10.1145:3099564.3106645,
    booktitle = {Eurographics/ ACM SIGGRAPH Symposium on Computer Animation - Posters},
    editor = {Bernhard Thomaszewski and KangKang Yin and Rahul Narain},
    title = {{Regression-Based Locating Landmark on Dynamic Humans}},
    author = {Jang, Deok-Kyeong and Lee, Sung-Hee},
    year = {2017},
    publisher = {ACM},
    ISBN = {978-1-4503-5091-4},
    DOI = {10.1145/3099564.3106645}
    }
    URI
    http://dx.doi.org/10.1145/3099564.3106645
    https://diglib.eg.org:443/handle/10.1145/3099564-3106645
    Collections
    • SCA 17: Posters

    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