• DocumentCode
    2714251
  • Title

    Efficient content-based copy detection using signs of DCT coefficient

  • Author

    Arnia, Fitri ; Munadi, Khairul ; Fujiyoshi, Masaaki ; Kiya, Hitoshi

  • Author_Institution
    Dept. of Electr. Eng., Syiah Kuala Univ., Banda Aceh, Indonesia
  • Volume
    1
  • fYear
    2009
  • fDate
    4-6 Oct. 2009
  • Firstpage
    494
  • Lastpage
    499
  • Abstract
    In this paper, an efficient content-based copy detection (CBCD) method using the signs of the Discrete Cosine Transform (DCT) coefficient (S-DCT) is proposed. The S-DCTs are extracted from DC images. The proposed method uses a small-size feature, i.e., 48 bits/image, nevertheless, it resulted in neither false-negatives nor false positives. The proposed method can handle common alterations in CBCD application, such as contrast and gamma changing, noise addition, resizing, and a slight shifting. It is confirmed that the efficiency and accuracy of the proposed method are superior to those using the MPEG-7 color layout descriptor, one of the smallest image descriptors.
  • Keywords
    content-based retrieval; discrete cosine transforms; image retrieval; DCT coefficient signs; MPEG-7 color layout descriptor; content based copy detection; contrast changing; discrete cosine transform; gamma changing; image descriptors; noise addition; slight shifting; Boats; Colored noise; Cross layer design; Data mining; Design engineering; Digital images; Discrete cosine transforms; Histograms; Industrial electronics; MPEG 7 Standard; Copy detection; DC Image; DCT Coefficient Signs;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics & Applications, 2009. ISIEA 2009. IEEE Symposium on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4244-4681-0
  • Electronic_ISBN
    978-1-4244-4683-4
  • Type

    conf

  • DOI
    10.1109/ISIEA.2009.5356423
  • Filename
    5356423