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基于TM数据的遥感分类方法对比研究 被引量:1

A Comparative Study on Remote Sensing Classification Method Based on TM Data
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摘要 以香格里拉县2009年Landsat5~TM遥感影像为实验数据,利用最太似然法(MLC)以及最小距离法两种方法进行了遥感分类方法研究,主要从分类精度方面对两种方法进行了对比分析,结果表明:承太似然法分类结果明显优于最小距离法,但作为传统的分类方法。二种方法分类精度都不够高。 Taking the Shangri--La countys Landsat5--TM remote sensing image in 2009 as the experimental data,the article adopts the maximum likelihood method (MLC) and minimum distance method to study the remote sensing classification method, mainly from the aspects of classification accuracy to conduct compara- tive analysis of the two methods. The results show that the classification result of maximum likelihood is much better than that of the minimum distance method, but as the traditional classification method, these two methods" classification accuracy doesn't achieve the high accuracy as expected.
出处 《绿色科技》 2015年第1期272-274,共3页 Journal of Green Science and Technology
关键词 遥感 最大似然法 最小距离法 分类精度 remote sensing maximum likelihood minimum distance classification accuracy
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  • 1游代安,蒋定华,余旭初.GIS辅助下的Bayes法遥感影像分类[J].测绘科学技术学报,2001,22(2):113-117. 被引量:24
  • 2黎夏.形状信息的提取与计算机自动分类[J].环境遥感,1995,10(4):279-287. 被引量:46
  • 3王占昌.利用决策树对卫星遥感数据进行分类[J].青海科技,2005,12(5):28-33. 被引量:14
  • 4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.. 被引量:72
  • 5周成虎 骆剑承 等.遥感影像地学理解与分析[M].北京:科学出版社,2001.. 被引量:38
  • 6Salu and Y, Tilton J. Classification of Multi - spectral Image Data by the Binary Biamond Neural Net works and by Nonparametric,Pixel - by - Pixel Methods [ J ]. IEEE Trans. On Geoscience and Remote Sensing, 1993,31 (3) :606 - 617. 被引量:1
  • 7Yamazaki T, Gingras D. Image Classification Using Spectral and Information Based on MAR Models [ J ]. IEEE Trans. on Image Processing, 1995,14 (9): 1333 - 1339. 被引量:1
  • 8James J, Timothy J, et al. An improved hybrid clustering algorithm for natural scienes [ J ]. IEEE Transaction on Geoscience and Remote Sensing,2000,38(2) :1016 - 1032. 被引量:1
  • 9SanRen H, Cheinlchang I. A generalized orthogonalalsub space projection approach to unsupervised multi - spectral image classification [ J]. IEEE Transaction on Geoscience and Remote Sensing, 2000,38(6) :2515 -2528. 被引量:1
  • 10Ifarraguerri Agustin, Chein Ichang. Unsupervised hyperspectral image analysis with projection on pursuit[J] IEEE Trans. on Geoscience and Remote Sensing,2000,38 (6) :2529 - 2538. 被引量:1

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