Title :
Low Bit Rate Compression for SAR Image Based on Blocks Reordering and 3D Wavelet Transform
Author :
Chen, Yuan ; Zhang, Rong
Author_Institution :
Dept. of Electron. Eng. & Inf. Sci., Univ. of Sci. & Technol. of China, Hefei, China
Abstract :
Due to that there are a large number of similar characteristics in surface structure of the SAR image, a novel SAR image compression algorithm was proposed based on 3D wavelet transform after block reordering. This proposed algorithm consists of four successive steps: divide the image into sub-blocks with equal size, reorder the sub-blocks according to the similarity measured by weighted Euclidean distance to form 3D array, then 3D wavelet transform and 3D-SPIHT coding are employed for encoding. Experimental results of real SAR images show that the proposed method outperforms the traditional wavelet-based SPIHT in terms of PSNR, especially at the low-bit rate.
Keywords :
data compression; image coding; radar imaging; synthetic aperture radar; wavelet transforms; 3D wavelet transform; 3D-SPIHT coding; PSNR; SAR image compression algorithm; blocks reordering; encoding; low bit rate compression; synthetic aperture radar; wavelet-based SPIHT; weighted Euclidean distance; Bit rate; Euclidean distance; Image coding; PSNR; Three dimensional displays; Wavelet transforms; 3D-SPIHT; SAR image compression; blocks reordering; weighted Euclidean distance;
Conference_Titel :
Image and Graphics (ICIG), 2011 Sixth International Conference on
Conference_Location :
Hefei, Anhui
Print_ISBN :
978-1-4577-1560-0
Electronic_ISBN :
978-0-7695-4541-7
DOI :
10.1109/ICIG.2011.21