• DocumentCode
    2112371
  • Title

    A content-based retrieval system for medical images

  • Author

    Zrimec, Tatjana

  • Author_Institution
    Sch. of Comput. Sci. & Eng., New South Wales Univ., Sydney, NSW, Australia
  • Volume
    1
  • fYear
    2002
  • fDate
    2-5 Dec. 2002
  • Firstpage
    180
  • Abstract
    In this paper we describe the implementation of a medical image aid system designed for fast access to images based on their semantic content. The raw and processed images are grouped according to image type and image content and are organized in a hierarchy. The data organization in the system consists of a collection of such hierarchies that are used to efficiently store images and other related knowledge. The novelty of our system is that it accepts an arbitrary number of user-defined attributes and other features that characterize the image, as well as image processing algorithms for feature extraction. The system supports different query types and it is capable of searching images using multiple levels of symbolic and quantitative descriptions. This system provides a platform for future research on linking knowledge-based image understanding with content-based image retrieval.
  • Keywords
    content-based retrieval; feature extraction; image retrieval; knowledge based systems; medical image processing; content-based retrieval system; data organization; feature extraction; image processing algorithms; knowledge-based image understanding; medical image aid system; quantitative description; semantic content; symbolic description; user-defined attributes; Biomedical imaging; Content based retrieval; Digital images; Feature extraction; Hospitals; Image databases; Image retrieval; Information retrieval; Medical diagnostic imaging; Picture archiving and communication systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Automation, Robotics and Vision, 2002. ICARCV 2002. 7th International Conference on
  • Print_ISBN
    981-04-8364-3
  • Type

    conf

  • DOI
    10.1109/ICARCV.2002.1234817
  • Filename
    1234817