极地研究

极地研究 ›› 2004, Vol. 16 ›› Issue (1): 1-10.

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南极冰貌卫星影像条带噪声的剔除

鄂栋臣;沈强   

  • 出版日期:2004-03-30 发布日期:2004-03-30

ENHANCED DESTRIPING OF SATELLITE DATA OF ICE SURFACE IN ANTARCTICA

  • Online:2004-03-30 Published:2004-03-30

PDF (PC)

1857

被引次数

3

摘要：

本文在简要叙述条带噪声形成原因的基础上 ,针对南极地区的ASTER 1A的可见光影像中出现的条带噪声的现象 ,通过设计了基于切比雪夫窗、凯瑟窗的FIR滤波器和约束最小二乘FIR滤波器对其条带噪声进行剔除 ,这两种滤波器能够尽可能地剔除条带 ,同时使影像的灰度分布发生最小畸变。并通过与其他方法 (例如 :低通滤波 ,直方图匹配等 )比较 ,说明这两种滤波的方法优于其他的方法

关键词: 高级星载热辐射热反射探测仪(ASTER);去条带;快速傅立叶变换;有限冲击响应数字滤波器(FIR);低通滤波;直方图匹配;矩匹配

Abstract:

This paper briefly reviews the cause of the striping and then develops a tapered (Chebwin & Kaiser) window finite impulse response (FIR) filter and a constrained least squares FIR filter by reason of the striping of ASTER satellite data. Both filters minimize the stripes in the visible data and simultaneously minimize any distortion in the filtered data. Finally, the results obtained by using these new filtering methods are quantitatively compared with those produced by other destriping methods.