• DocumentCode
    2995228
  • Title

    Sentence-Based Image Description with Scalable, Explicit Models

  • Author

    Hodosh, Micah ; Hockenmaier, Julia

  • Author_Institution
    Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
  • fYear
    2013
  • fDate
    23-28 June 2013
  • Firstpage
    294
  • Lastpage
    300
  • Abstract
    Associating photographs with complete sentences that describe what is depicted in them is a challenging problem. This paper examines how an approach that is inspired by image tagging techniques which can scale to very large data sets performs on this much harder task, and examines some of the linguistic difficulties that this bag-of-words model faces.
  • Keywords
    image processing; natural language processing; bag-of-words model; complete-sentences; image tagging techniques; linguistics; photographs; scalable-explicit models; sentence-based image description; Computational modeling; Joints; Kernel; Measurement; Training; Training data; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision and Pattern Recognition Workshops (CVPRW), 2013 IEEE Conference on
  • Conference_Location
    Portland, OR
  • Type

    conf

  • DOI
    10.1109/CVPRW.2013.51
  • Filename
    6595890
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2995228