• DocumentCode
    3373797
  • Title

    Face detection and its applications in intelligent and focused image retrieval

  • Author

    Zhang, Zhongfei ; Srihari, Rohini K. ; Rao, Aibing

  • Author_Institution
    Dept. of Comput. Sci., State Univ. of New York, Binghamton, NY, USA
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    121
  • Lastpage
    128
  • Abstract
    This paper presents a face detection technique and its applications in image retrieval. Even though this face detection method has relatively high false positives and a low detection rate (as compared with the dedicated face detection systems in the literature of image understanding), because of its simple and fast nature, it has been shown that this system may be well applied in image retrieval in certain focused application domains. Two application examples are given: one combining face detection with indexed collateral text for image retrieval regarding human beings, and the other combining face detection with conventional similarity matching techniques for image retrieval with similar background. Experimental results show that our proposed approaches have significantly improved image retrieval precision over existing search engines in these focused application domains
  • Keywords
    database indexing; face recognition; feature extraction; image matching; image retrieval; face detection; false positives; focused image retrieval; human beings; image understanding; indexed collateral text; intelligent image retrieval; multimedia information indexing; similarity matching techniques; Application software; Content based retrieval; Face detection; Focusing; Humans; Image retrieval; Indexing; Information retrieval; Multimedia databases; Search engines;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Tools with Artificial Intelligence, 1999. Proceedings. 11th IEEE International Conference on
  • Conference_Location
    Chicago, IL
  • ISSN
    1082-3409
  • Print_ISBN
    0-7695-0456-6
  • Type

    conf

  • DOI
    10.1109/TAI.1999.809776
  • Filename
    809776