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高光谱影像处理方法的改进 被引量:8

Improvement of Technique for Hyper-spectral Images Classification
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摘要 介绍了高光谱遥感的发展概况及通用数据处理流程,着重分析了数据处理过程中的Hughes现象,指出可以通过对传统的处理方法进行适当的改进来有效地抑制Hughes现象,提高高光谱影像分类精度。 Hyper-spectral images have been used to gather the data about the earth's surface since 1970s.From the very beginning,lots of attentions have been given to this kind of images because of the higher spectral resolution.This paper introduced the development of the hyper-spectral remote sensing and the common processing technique,and then focused on analyzing the Hughes phenomenon,which might occur frequently during the process.The author indicated that the Hughes phenomenon could be mitigated when additional processing steps had been performed.As a result,an improvement in classification accuracy had been achieved.
出处 《海洋测绘》 2004年第4期13-16,共4页 Hydrographic Surveying and Charting
关键词 遥感 高光谱 成像光谱仪 Hughes现象 remote sensing hyper-spectral image imaging spectrometer Hughes phenomenon
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参考文献8

  • 1朱述龙 张占睦.遥感图像获取与分析[M].北京:科学出版社,2000,4..
  • 2孙即祥.现代模式识别[M].长沙:国防科技大学出版社,2001..
  • 3[4]B M SHASHAHANI,D A LANDGREBE.The effect of unlabeled samples in reducing the small sample size problem and mitigating the Hughes phenomenon[J].IEEE Tran.on Geoscience and Remote Sensing,1994,32(5):1087~1095.
  • 4[5]P HSIEH,D LANDGREBE.Classification of high dimensional data[D].1998.
  • 5[6]S.TADJUDIN,D.LANDGREBE.Classificaiton of high dimensional data with limited training samples[D].1998.
  • 6[7]T S EL-SHEIKG,A G WACHER.Effect of dimensionality and estimation on the performance of Gaussian classifiers[J].Pattern Recognition,1980,(12):115~126.
  • 7舒宁.国内外有关成像光谱数据影像分析方法研究[J].国土资源遥感,1998,10(1):16-20. 被引量:7
  • 8张钧萍,张晔,周廷显.成像光谱技术超谱图像分类研究现状与分析[J].中国空间科学技术,2001,21(1):37-44. 被引量:13

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