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遥感影像数据分类的不确定性分析及其处理方法综述

Review of Uncertainty Analysis and Processing Methods of Remote Sensing Image Data Classification
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摘要 遥感影像数据的不确定性及其处理方法的局限性,严重影响着遥感影像地物分类的可靠性。本文从遥感数据的获取、处理、转换和传播等方面分析遥感影像分类中的不确定性因素,并对不确定性的处理方法进行归纳。旨在为后续研究遥感影像数据不确定性建模和分类方法提供有效参考,以提高遥感影像分类精度和自动化程度。 The uncertainty of remote sensing image data and the limitations of its processing methods affect the reliability of re⁃mote sensing image classification seriously.This paper analyzes the uncertain factors in remote sensing image classification from the as⁃pects of remote sensing data acquisition,processing,transformation and dissemination,and summarizes the processing methods of un⁃certainty.The purpose is to provide an effective reference for the follow-up study of remote sensing image data uncertainty modeling and classification methods,in order to improve the accuracy and automation of remote sensing image classification.
作者 陈焕南 林红燕 邢海花 Chen Huannan;Lin Hongyan;Xing Haihua(College of business administration,Hainan College of Economics and Business,Haikou 571127;College of Information Science and Technology,Hainan Normal University,Haikou 571158)
出处 《现代计算机》 2021年第31期33-39,共7页 Modern Computer
基金 海南省自然科学基金高层次人才项目(2019RC182) 国家自然科学基金项目(62066013) 海南省自然科学基金面上项目(618MS058)。
关键词 遥感影像 不确定性 分类 模糊集 remote sensing image uncertainty classification fuzzy set
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  • 1梅天灿,李德仁,秦前清.基于直线和区域特征的遥感影像线状目标检测[J].武汉大学学报(信息科学版),2005,30(8):689-693. 被引量:18
  • 2柏延臣,王劲峰.遥感数据专题分类不确定性评价研究:进展、问题与展望[J].地球科学进展,2005,20(11):1218-1225. 被引量:30
  • 3赵银娣,张良培,李平湘.一种纹理特征融合分类算法[J].武汉大学学报(信息科学版),2006,31(3):278-281. 被引量:3
  • 4李三平,葛咏,李德玉.遥感信息处理不确定性的可视化表达[J].国土资源遥感,2006,18(2):20-25. 被引量:7
  • 5孙家广 等.计算机图形学(第三版)[M].北京:清华大学出版社,2000.176~178,329~330.
  • 6[1]Arbia G, Griffith D, Haining R. Error Propagation Modeling in Raster GIS: Adding and Rationing Operations [ J]. Cartography and Geographic Information Science, 1999, 26(4): 297-315.
  • 7[2]Cannel Y, Dean D J, Flather C H. Combining location and classification error sources for estimating multi-temporal database accuracy[ J].PE&RS, 2001,67(7): 865-872.
  • 8[3]Chrisman N R. The error component in spatial data, Chapter 12 in Maguire, D. J. , Goodchild M. F. and Rhind, D. W. (editors)Geographical Information Systems: Overview Principles and Applications, Longmans, New York. 1991,165-174.
  • 9[4]Clarke K C; Teague P D. Representation of cartographic uncertainty using virtual environments, Proceeding 4th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, Netherlands, 2000,109- 116.
  • 10[5]Congalton R G, Green K. Assessing the Accuracy of Remotely Sensed Data: Principle and Practices[M]. Lewis Publishers. 1999.

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