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小波分析在遥感图像处理中的应用 被引量:7

Applications of Wavelet Analysis to Remote Sensing Image Processing
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摘要 对近年来小波在遥感图像分析领域内的应用进行了分类研究,分析了小波变换算法在遥感图像压缩编码、融合、边缘检测与纹理信息提取等方面应用的特点和有效性,比较了这些算法的优点,并对小波分析在遥感图像中的发展趋势和一些尚待解决的问题进行了探讨。 This paper studied the latest applications in the field of remote sensing image analysis based on wavelet using classification method. The characteristics and validity of wavelet analysis in remote sensing image processing, such as image compression and coding, remote sensing image fusion, image edge detecting and texture information extracting were analyzed. Application tendency of wavelet in remote sensing is discussed, and some problems about image processing with wavelet analysis, which have not been solved, are also presented.
出处 《遥感信息》 CSCD 2009年第1期93-99,共7页 Remote Sensing Information
关键词 小波分析 图像压缩 图像融合 图像去噪 wavelet analysis image compression image fusion image de-noise
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  • 1高西奇,周洪祥,何振亚.基于小波变换的主元分析人脸图象识别[J].东南大学学报(自然科学版),1996,26(2):137-141. 被引量:17
  • 2唐健,王贞松.利用小波分析来抑制合成孔径雷达图象的相干斑噪声[J].电子科学学刊,1997,19(4):451-458. 被引量:21
  • 3高丽 韦群.基于小波分析的图像镶嵌融合研究与实现.指挥技术学院学报,2001,12(5):29-32.
  • 4[1]Ching P C,So H C,Wu S Q.On wavelet denoising and its applications to time delay estimation [J].IEEE Trans Signal Processing,1999,47(10): 2879-2882.
  • 5[2]Gunawan D.Denoising images using wavelet transform [A].Proceedings of the 1999 IEEE Pacific Rim Conference on Communications,Computers and Signal Processing [C].Victoria BC,1999.83-85.
  • 6[3]Vidakovic B,Lozoya C B.On time-dependent wavelet denoising [J].IEEE Trans Signal Processing,1998,46(9): 2549-2551.
  • 7[4]Bruce A G,Gao HongYe.Understanding waveshrink: variance and bias estimation [EB/OL].http: //www.mathsoft.com.
  • 8[5]Mihcak M K,Kozintsev I,Ramchandran K,et al.Low-complexity image denoising based on statistical modeling of wavelet coefficients [J].IEEE Signal Processing Letters,1999,6(12): 300-303.
  • 9[6]Malfait M,Roose D.Wavelet-based image denoising using a Markov random field a priori model [J].IEEE Trans Imgae Processing,1997,6(4): 549-565.
  • 10[7]Donoho D L,Johnstone I M.Ideal spatial adaptation via wavelet shrinkage [J].Biometrika,1994,81: 425-455.

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