Volume 31 Issue 02
Feb.  2005
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Jiao Runhai, Li Yuancheng, Hou Jingbiaoet al. Remote sensing image compression based on visual model and image feature[J]. Journal of Beijing University of Aeronautics and Astronautics, 2005, 31(02): 197-201. (in Chinese)
Citation: Jiao Runhai, Li Yuancheng, Hou Jingbiaoet al. Remote sensing image compression based on visual model and image feature[J]. Journal of Beijing University of Aeronautics and Astronautics, 2005, 31(02): 197-201. (in Chinese)

Remote sensing image compression based on visual model and image feature

  • Received Date: 20 Jun 2004
  • Publish Date: 28 Feb 2005
  • With characteristics of complicated texture and rich edges, remote sensing image is usually hard to achieve high compression ratio. Energy distribution among wavelet subbands at different orientations and scales was statisticed, then an adaptive quantization method for different wavelet subbands coefficients was proposed, in the method contrast sensitivity function(CSF) of human vision system(HVS) and energy distribution characteristic were both considered. The quantization method was applied to an existing embedded wavelet image coder and the compression results show that comparing with method without psychovisual quantization, this method gets better visual quality under the same compression ratio (only with little peak signal noise ratio(PSNR) degradation).

     

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  • [1] Said A, Pearlman W A. A new, fast, and efficient image codec based on set partitioning in hierarchical trees[J]. IEEE Transactions on Circuits and Systems for Video Technology, 1996,6(3):243~249 [2] Shapiro J M. Embedded image coding using zerotrees of wavelet coefficients[J]. IEEE Transactions on Signal Processing, 1993,41(12):3445~3462 [3] Taubman D. High performance scalable image compression with EBCOT[J]. IEEE Transactions on Image Processing, 2000,9(7):1158~1170 [4] 徐长发,李国宽.实用小波方法[M].武汉:华中科技大学出版社,2001.190~192 Xu Changfa, Li Guokuan. Practical wavelet method[M]. Wuhan:Huazhong University of Science and Technology Press,2001.190~192(in Chinese) [5] 袁卫卫.基于小波的遥感图像压缩编码算法研究及其高效实现 .长沙:国防科技大学系统工程与数学系,1998 Yuan Weiwei. The research of remote sensing image compression algorithm based on wavelet and its efficient implementation . Changsha:System Engineering and Mathematics Department of National University of Defense Technology,1998(in Chinese) [6] 顾逶迤,高 见,鲍旭东.基于人类视觉特性的医学图像压缩模型[J].中国图形图像学报(A),2003,8(10):1189~1195 Gu Weiyi, Gao Jian, Bao Xudong. A model of medical image compression based on human vision system[J]. Journal of Image and Graphics(A), 2003,8(10):1189~1195(in Chinese) [7] Mannos J L, Sakrison D J. The effects of a visual fidelity criterion on the encoding of images[J]. IEEE Transactions on Information Theory,1974,IT-20(4):525~536 [8] 汪 海.基于分层预测的小波图像压缩研究 .北京:北京航空航天大学计算机科学与工程系,1998 Wang Hai. The research of wavelet image compression based on bit plane prediction . Beijing:Dept of Computer Science and Engineering, Beijing University of Aeronautics and Astronautics,1998(in Chinese)
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