• DocumentCode
    258812
  • Title

    An image estimation method by header information in JPEG 2000 codestreams and its application to image identification

  • Author

    Takimoto, Katsuma ; Dobashi, Toshiyuki ; Ishikawa, Hiroshi ; Kiya, Hitoshi

  • Author_Institution
    Dept. of Inf. & Commun. Syst., Tokyo Metropolitan Univ., Hino, Japan
  • fYear
    2014
  • fDate
    17-20 Nov. 2014
  • Firstpage
    25
  • Lastpage
    28
  • Abstract
    We propose an image estimation method by using header information in JPEG 2000 codestreams. Some information is directly extracted from header parts, and is used to estimate an original image without using any body data. From the estimated images, image signature values, which are utilized in MPEG 7 for image retrieval or image identification, are calculated as an image similarity index. Moreover, the relationship between estimated images and original ones are considered with the object of both image identification in the compressed domain and secure image management, by using the signature values. The experimental results show the effectiveness of the proposed method.
  • Keywords
    data compression; feature extraction; image coding; image retrieval; object detection; JPEG 2000 codestreams; MPEG 7; header information extraction; image compressed domain; image estimation method; image retrieval; image signature values; image similarity index; secure image management; Databases; Discrete wavelet transforms; Encoding; Estimation; Image coding; Motion pictures; Transform coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems (APCCAS), 2014 IEEE Asia Pacific Conference on
  • Conference_Location
    Ishigaki
  • Type

    conf

  • DOI
    10.1109/APCCAS.2014.7032710
  • Filename
    7032710