• DocumentCode
    2478066
  • Title

    Fast peak autocorrelation finding for periodicity-exploiting compression methods

  • Author

    Constantinescu, Corneliu ; Arps, Ronald

  • Author_Institution
    IBM Almaden Res. Center, San Jose, CA, USA
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    451
  • Abstract
    Summary form only given. Bilevel image compression algorithms like JBIG, JBIG2-Generic, and PRECIS can exploit 1D or 2D peak autocorrelation in binary images like ´digital halftones´, in order to achieve breakthrough boosts in additional compression. For hard to compress, but periodic halftones, boosts of factors of three or more times the compression ratios and similar increases in decompression speeds can be achieved (boosts defined v.s. the closest related, non-periodicity-exploiting algorithm (e.g. JBIG or JBIG2-Generic with AT>0 v.s. with AT=O, or PRECIS v.s. MMR)). Our peak autocorrelation finding method isolates the needed period for peak compression, two orders-of-magnitude faster than the prior art.
  • Keywords
    correlation methods; data compression; decoding; image coding; JBIG; JBIG2-Generic; PRECIS; bilevel image compression algorithms; binary images; compression ratio; decompression speed; digital halftones; fast peak autocorrelation; nonperiodicity-exploiting algorithm; peak autocorrelation; periodic halftones; periodicity-exploiting compression methods; Arithmetic; Art; Autocorrelation; Data compression; Data mining; Decoding; Entropy; Image coding; Pixel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Compression Conference, 2002. Proceedings. DCC 2002
  • ISSN
    1068-0314
  • Print_ISBN
    0-7695-1477-4
  • Type

    conf

  • DOI
    10.1109/DCC.2002.999994
  • Filename
    999994