Research

Internet video category recognition


Reference:

Schindler, G., Zitnick, L. and Brown, M., 2008. Internet video category recognition. In: CVPRW '08: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2008, 2008-06-23 - 2008-06-28, Anchorage.

Related documents:

[img] PDF (Brown_iv_2008.pdf) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
Download (2189kB)

    Official URL:

    http://dx.doi.org/10.1109/CVPRW.2008.4562960

    Abstract

    In this paper, we examine the problem of internet video categorization. Specifically, we explore the representation of a video as a ldquobag of wordsrdquo using various combinations of spatial and temporal descriptors. The descriptors incorporate both spatial and temporal gradients as well as optical flow information. We achieve state-of-the-art results on a standard human activity recognition database and demonstrate promising category recognition performance on two new databases of approximately 1000 and 1500 online user-submitted videos, which we will be making available to the community.

    Details

    Item Type Conference or Workshop Items (Paper)
    CreatorsSchindler, G., Zitnick, L. and Brown, M.
    DOI10.1109/CVPRW.2008.4562960
    DepartmentsFaculty of Science > Computer Science
    Publisher StatementBrown_iv_2008.pdf: © 2008 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works
    RefereedYes
    StatusPublished
    ID Code26116

    Export

    Actions (login required)

    View Item

    Document Downloads

    More statistics for this item...