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
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);
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2010.2046716