Monocular omnidirectional head motion capture in the visible light spectrum

Jeroen Lichtenauer, Maja Pantic

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    2 Citations (Scopus)

    Abstract

    Conventional marker-based optical motion capture methods rely on scene attenuation (e.g. by infrared-pass filtering). This renders the images useless for development and testing of machine vision methods under natural conditions. Unfortunately, combining, calibrating and synchronising a system for motion capture with a separate camera is a costly and cumbersome task. To overcome this problem, we present a framework for efficient, omnidirectional head- pose initialisation and tracking in the presence of missing and false positive marker detections. As such, it finally enables easy, accurate and synchronous head-motion capture as ground truth with or input for other machine vision algorithms.
    Original languageUndefined
    Title of host publicationIEEE International Conference on Computer Vision Workshops (ICCV Workshops), 2011
    Place of PublicationUSA
    PublisherIEEE Computer Society
    Pages430-436
    Number of pages7
    ISBN (Print)978-1-4673-0062-9
    DOIs
    Publication statusPublished - Nov 2011
    EventIEEE International Conference on Computer Vision 2011 - Fira de Barcelona, Barcelona, Spain
    Duration: 6 Nov 201113 Nov 2011

    Publication series

    Name
    PublisherIEEE Computer Society

    Conference

    ConferenceIEEE International Conference on Computer Vision 2011
    Abbreviated titleICCV 2011
    CountrySpain
    CityBarcelona
    Period6/11/1113/11/11

    Keywords

    • METIS-285025
    • IR-79431
    • Cameras
    • Head
    • Clutter
    • EWI-21323
    • Estimation
    • Robustness
    • Optical attenuators
    • EC Grant Agreement nr.: ERC/203143
    • HMI-MI: MULTIMODAL INTERACTIONS
    • Accuracy

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