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遥感图像统计特性与压缩算法性能关系分析
引用本文:汪国有,王晨. 遥感图像统计特性与压缩算法性能关系分析[J]. 华中科技大学学报(自然科学版), 2004, 32(2): 20-22
作者姓名:汪国有  王晨
作者单位:华中科技大学,图像识别与人工智能研究所,湖北,武汉,430074;华中科技大学,图像识别与人工智能研究所,湖北,武汉,430074
基金项目:国家自然科学基金资助项目 ( 6 0 372 0 6 6 ),“十五”国防预研基金资助项目
摘    要:根据图像小波分解系数的统计特性,建立遥感图像与普通图像的统计特性模型.通过数据压缩比与视觉门限相互关系分析,研究视觉无失真条件下遥感图像数据最大极限压缩比.SPIHT算法的图像压缩仿真实验表明了最大极限压缩理论的正确性和有效性.

关 键 词:遥感图像压缩  小波分解系数  视觉门限  极限压缩理论
文章编号:1671-4512(2004)02-0020-03
修稿时间:2003-06-30

Analysis of the relationship between the statistical characteristics of sensed image and the performance of the image compression algorithm
Wang Guoyou Wang ChenProf.. Analysis of the relationship between the statistical characteristics of sensed image and the performance of the image compression algorithm[J]. JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY.NATURE SCIENCE, 2004, 32(2): 20-22
Authors:Wang Guoyou Wang ChenProf.
Affiliation:Wang Guoyou Wang ChenProf., Institute of Pattern Recognition & AI,Huazhong Univ. of Sci. & Tech.,Wuhan 430074,China.
Abstract:The statistical characteristics of wavelet transform c oefficients are analyzed and the models of the statistical characteristics for the sensed image and ordinary image are established. By analyzing the relations hip between the data compression ratio and the visual perceptual threshold, the ultimate compression ratio of the sensed image without visual perceptual distort ion is studied. The image compression experiments with real sensed images and o rdinary ones demonstrat the accuracy and effectiveness of the theroy.
Keywords:compression of sensed image  wavelet transfo rm coefficients  visual perceptual threshold  ultimate compression
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