• DocumentCode
    417615
  • Title

    Robust color image retrieval for the World Wide Web

  • Author

    Smolka, B. ; Szczepanski, M. ; Lukac, R. ; Venetsanoloulos, A.N.

  • Author_Institution
    Inst. of Autom. Control, Silesian Univ. of Technol., Poland
  • Volume
    3
  • fYear
    2004
  • fDate
    17-21 May 2004
  • Abstract
    The rapid growth of image archives increases the need for efficient and fast tools that can retrieve and search through a large amount of visual data. In this paper, we propose an efficient method of extracting the image color content, which serves as an image digital signature, allowing us to efficiently index and retrieve the content of large, heterogeneous multimedia Internet based databases. We apply the proposed method for the retrieval of images from the WEBMUSEUM Internet database, containing a collection of fine art images and show that the new method of image color representation is robust to image distorsions caused by resizing and compression and can be incorporated into existing retrieval systems which exploit the information on color content in digital images.
  • Keywords
    Web sites; distributed databases; feature extraction; image colour analysis; image retrieval; multimedia databases; WEBMUSEUM Internet database; World Wide Web image databases; automatic feature extraction; color density estimation; color image indexing; compression; distributed databases; fine art image collection; heterogeneous multimedia databases; image archives; image color content extraction; image digital signature; image distorsions; resizing; robust color image retrieval; Color; Content based retrieval; Data mining; Image databases; Image retrieval; Information retrieval; Internet; Multimedia databases; Robustness; Web sites;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8484-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.2004.1326581
  • Filename
    1326581