• DocumentCode
    1487299
  • Title

    A Lossless Compression Algorithm for SAR Amplitude Imagery Based on Modified Quadtree Coding of Bit Plane

  • Author

    Pan, Zhigang ; Gao, Xin ; Sun, Xiumin ; Song, Hongmei

  • Author_Institution
    Inst. of Electron., Chinese Acad. of Sci., Beijing, China
  • Volume
    7
  • Issue
    4
  • fYear
    2010
  • Firstpage
    723
  • Lastpage
    726
  • Abstract
    A lossless compression algorithm for synthetic aperture radar (SAR) amplitude images based on modified quadtree bit-plane coding is proposed. First, a SAR amplitude image is divided into independent bit planes, and then, the probability of bit “0” is computed and compared with the predefined threshold in order to select the optimal block size for each bit plane. Finally, a modified quadtree coding method is adopted to encode each block data. Additionally, the computing method of predefined threshold is also addressed in this letter. The experimental results show that the proposed method outperforms previous methods for all SAR images of the test sets; an average 0.895-bpp decrease in bit rate was observed when compared with JPEG-LS.
  • Keywords
    encoding; quadtrees; radar imaging; synthetic aperture radar; SAR amplitude image; lossless compression algorithm; predefined threshold; quadtree bit-plane coding; synthetic aperture radar; Bit rate; Compression algorithms; Image coding; Image edge detection; Optical interferometry; Optical losses; Sun; Synthetic aperture radar; Testing; Transform coding; Bit-plane coding; lossless compression; quadtree coding; synthetic aperture radar (SAR);
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1545-598X
  • Type

    jour

  • DOI
    10.1109/LGRS.2010.2046716
  • Filename
    5462846