• DocumentCode
    1531593
  • Title

    A Cross-Modal Approach to Cleansing Weakly Tagged Images

  • Author

    Yuejie Zhang ; Chunlei Yang ; Yi Shen ; Ning Zhou ; Jianping Fan ; Hangzai Luo

  • Author_Institution
    Sch. of Comput. Sci., Fudan Univ., Shanghai, China
  • Volume
    17
  • Issue
    4
  • fYear
    2010
  • Firstpage
    18
  • Lastpage
    25
  • Abstract
    A cross-modal, tag cleansing algorithm addresses tag uncertainty by automatically addressing the visual similarities of weakly tagged images with the semantic similarities of their tags.
  • Keywords
    computer vision; image retrieval; cross-modal approach; semantic similarity; tag cleansing algorithm; weakly tagged image cleansing; Collaboration; Computer vision; Cultural differences; Global communication; Image retrieval; Large-scale systems; Ontologies; Tagging; Uncertainty; Visualization; cross-modal tag cleansing; tag network; weakly-tagged images;
  • fLanguage
    English
  • Journal_Title
    MultiMedia, IEEE
  • Publisher
    ieee
  • ISSN
    1070-986X
  • Type

    jour

  • DOI
    10.1109/MMUL.2010.45
  • Filename
    5506081
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1531593