• DocumentCode
    2398883
  • Title

    Histogram analysis of JPEG compressed images as an aid in image deblocking

  • Author

    Datcu, M. ; Schwarz, G. ; Schmidt, K. ; Reck, C.

  • Author_Institution
    DLR, German Aerosp. Res. Establ., Wessling, Germany
  • fYear
    1995
  • fDate
    28-30 Mar 1995
  • Firstpage
    425
  • Abstract
    Summary form only given, substantially as follows. Transform coded images suffer from specific image degradations. In the case of standard JPEG compression/decompression the image quality losses are known to be blocking effects resulting from mean value discontinuities along the 8*8 pixel block boundaries as well as ringing artifacts due to the limited precision of the reconstruction from linear combinations of quantized or discarded basis functions. The most evident consequence of JPEG compression is the fragmentation of image histograms mainly caused by blocking in low activity image subareas. The histogram of the image shows spikes that contain most of the signal amplitudes, the other values are distributed on the remaining permissible levels. As a measure of the blocking effect, the blocking factor is defined as the ratio of the spikes area to the total area of image histogram. This method represents a promising approach to the control of locally adaptive image deblocking when the necessary enhancement depends on the local image characteristics. The blocking factor is easy to compute and provides a direct measure of the local image degradation due to blocking. A new deblocking algorithm is proposed
  • Keywords
    data compression; image coding; interference suppression; transform coding; 8*8 pixel block boundaries; JPEG compressed images; blocking effects; blocking factor; deblocking algorithm; fragmentation; histogram analysis; image deblocking; image degradations; image histograms; image quality losses; linear combination; local image degradation; locally adaptive image deblocking; mean value discontinuities; reconstruction; ringing artifacts; signal amplitudes; transform coded images; Area measurement; Degradation; Histograms; Image analysis; Image coding; Image quality; Image reconstruction; Pixel; Programmable control; Transform coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Compression Conference, 1995. DCC '95. Proceedings
  • Conference_Location
    Snowbird, UT
  • ISSN
    1068-0314
  • Print_ISBN
    0-8186-7012-6
  • Type

    conf

  • DOI
    10.1109/DCC.1995.515535
  • Filename
    515535