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合成孔径雷达数据压缩的研究 被引量:1

RESEARCH ON SAR DATA COMPRESSION
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摘要 该文对合成孔径雷达数据相关特性进行了分析研究,提出对合成孔径雷达的成像数据采用区域自适应量化的JPEG方法进行压缩。并且在此基础上,提出对SAR复数图像进行压缩保留相位信息的方法。 The correlation characteristics of SAR raw data, interim data and image data are studied. A region adaptive compression method based on JPEG algorithm is developed and applied to the compression of SAR image data. Furthermore, on the basis of this method, a compression method of the SAR complex image data is developed, which reserved the phase information and had low bit rate comparing to direct quantization.
出处 《电子与信息学报》 EI CSCD 北大核心 2002年第12期1925-1931,共7页 Journal of Electronics & Information Technology
基金 国家自然科学基金(NFNS 69896250-2)
关键词 合成孔径雷达 数据压缩 成像雷达 图像压缩 JPEG 区域自适应 Synthetic aperture radar, Image compression, JPEG, Region adaptive
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参考文献5

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同被引文献8

  • 1王志勇,张继贤,黄国满.高分辨率SAR影像斑点噪声滤除方法的研究[J].测绘科学,2004,29(6):41-44. 被引量:17
  • 2段勇,徐心和,崔宝侠.改进的SOFM及其在矢量量化中的应用[J].系统仿真学报,2006,18(3):718-721. 被引量:7
  • 3吴文丽,刘玉树,赵基海.一种新的混合聚类算法[J].系统仿真学报,2007,19(1):16-18. 被引量:18
  • 4Zhaohui Zeng. Cumming I.G.SAR image data compression using a tree-structured wavelet transform [J]. IEEE Transactions on Geoscience and Remote Sensing (S0196-2892), 2001, 39(3): 546-552.
  • 5Wang Aili, Zhang Ye, Gu Yanfeng. SAR image compression using multiwavelet and soft-thresholding [C]// IGARSS 2006, IEEE International Conference on Geoscience and Remote Sensing Symposium. Denver, CO, USA. USA: IEEE, 2006: 3553-3558.
  • 6Linde Y, Buzo A, Gray R. An algorithm for vector quantizer design [J]. IEEE Transactions on Comrnun. (S0090-6778), 1980, 28(1): 84-95.
  • 7Shiueng-Bien Yang. Variable-branch tree-structured vector quanfization [J]. IEEE Transactions on Image Processing (S1057-7149), 2004, 13(9): 1275-1285.
  • 8Zhang L, Zheng B, Yang Z. Codebook design using genetic algorithm and its application to speaker identification [J].Electronics Letters (S0013-5194), 2005, 41(10): 619-620.

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