• DocumentCode
    3206740
  • Title

    A system for distributed image acquisition, content-analysis and similarity retrieval

  • Author

    Noorzaie, Ibrahim ; Aslandogan, Alp ; Celebi, M. Emre

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Texas Univ., Arlington, TX, USA
  • fYear
    2004
  • fDate
    8-10 Nov. 2004
  • Firstpage
    168
  • Lastpage
    173
  • Abstract
    Emergence of mobile communications devices capable of acquiring high-resolution images and sensor devices with communication capabilities contributes to the increasing feasibility of remote screening of various medical and environmental conditions. In this work we present a system that supports remote acquisition of images and similarity retrieval from a centralized database after automatic content analysis. The system supports remote image acquisition by a device such as a smart phone, wireless PDA or digital camera, and communication via the Internet. While the system architecture is generic to accommodate various uses, we have implemented a prototype for the remote screening of skin lesion images. Accordingly, the system incorporates content analysis modules such as a segmentation module, shape analyzers and a shape-feature based similarity computation module. The whole process is automated: clients use a Web interface to submit a query image, which goes through an automated analysis procedure and produces an interactive report containing similar images and a risk analysis report. Immediate application areas include distributed detection and monitoring of environmental hazards, recognition of biochemical security threats and medical conditions.
  • Keywords
    Internet; content-based retrieval; image recognition; image retrieval; mobile communication; mobile computing; visual databases; Web interface; automatic content-analysis; biochemical security threat; centralized database; distributed detection; distributed image acquisition; environmental hazards; high-resolution images; mobile communication devices; query image; remote image acquisition; risk analysis report; skin lesion images; Biomedical imaging; Content based retrieval; Image analysis; Image databases; Image retrieval; Image sensors; Information retrieval; Mobile communication; Risk analysis; Smart phones;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Reuse and Integration, 2004. IRI 2004. Proceedings of the 2004 IEEE International Conference on
  • Print_ISBN
    0-7803-8819-4
  • Type

    conf

  • DOI
    10.1109/IRI.2004.1431455
  • Filename
    1431455