多源遥感影像信息融合研究现状与展望
|
摘要
遥感影像信息融合是近几年来国际上遥感领域的研究热点 ,也是解决多源遥感海量数据富集表示的有效途径。它可以增强多重数据分析处理能力 ,为大规模遥感应用研究提供一个良好的基础。本文首先介绍了国内外进行多源遥感影像信息融合的研究发展状况 ,提出存在的关键技术问题和解决办法。最后 ,对其未来发展前景做了展望
Research on multisource information fusion for remote sensing image is becoming more and more attractive in recent years.It is also one of effective ways to express large amount of multisource data of remote sensing images,which can enhance the capability of system to process and analyze different kinds of data and provide a good basis for large scale application of remote sensing data.In this paper,current information fusion methods are introduced in detail.Some key technological problems and their solutions are put forward,and some suggestions for further research on multisoure information fusion are given.
Research on multisource information fusion for remote sensing image is becoming more and more attractive in recent years.It is also one of effective ways to express large amount of multisource data of remote sensing images,which can enhance the capability of system to process and analyze different kinds of data and provide a good basis for large scale application of remote sensing data.In this paper,current information fusion methods are introduced in detail.Some key technological problems and their solutions are put forward,and some suggestions for further research on multisoure information fusion are given.
引文
[1] RenC luo,et al.MultisensorIntegration andFusion forIn-telligentMachines andSystems.NorthCarolinaStateUni-versity,AblesPublishingCorporation,1995:23-35
[2] 党安荣,毛其智.人居环境研究中多源遥感信息融合试验.清华大学学报(自然科学版),2000,40(S1):7-10
[3] 罗森林,王越,周思永.多源信息处理技术—信息融合.系统工程与电子技术,1998,18(1):41-44
[4] 高德平,黄雪梅.多传感器与数据融合.红外与激光工程,1999,28(2):10-13
[5] HouzelleS,GlraudonG.DataFusionSPOT andSAR Im-ages forBridge andUrbanAreaExtraction.Proc.I-GARSS,1991:25-36
[6] 贾永红,李德仁,孙家柄.多源遥感影像数据融合.遥感技术与应用,2000,15(1):41-44
[7] KoopmansB N,ForeroR G.AirborneSAR andL andsatMSSasCom plementaryInformationSource forGeologicalHazardMapping.ISPRS Journal ofPhotogrammetry&RS,1993,48(6):28-37
[8] YesouH.MergingSEASTA andSPOT Imagery for theStudy ofGeologicStructure in aTem perateAgriculturalRe-gion.R S andEnvironment,1993,43:265-280
[9] 李强,王正志,周宗潭.构件式遥感信息处理系统的设计.国防科技大学学报,1998,20(6):41-45
[10] 郁文贤.多传感器信息融合技术评述.国防科技大学学报,1994,16(3):25-30
[11] 单新建,叶洪.数字遥感图像的多源数据融合方法在地质中的应用.地震地质,1999,21(4):465-471
[12] 朱长青,王倩.基于多进制小波的SPOT全色影像和多光谱遥感影像融合.测绘学报,2000,29(2):132-136
[13] 李军,周月琴.影像局部直方图匹配滤波技术用于遥感影像数据融合.测绘学报,1999,28(3):226-230
[14] TahaniH,KellerJM.Information fusion in computer visionusing fuzzy integral.IEEE Trans,SMC,1990:367-378
[15] ClicheG,BonnF .Integration of theSPOT Panchromaticchannel into its multi-spectral mode for image sharpness en-hancement.PhotogrammetricEngineering andRemoteSens-ing,1995,51(3):311-316
[16] 游林儒,张晋格.一种多源信息融合方法及其应用.哈尔滨工业大学学报,2000,32(4):101-103
[17] 聂伟,王祁.Bayes决策理论在分布式多源信息融合中的应用.哈尔滨工业大学学报,1998,30(6):113-116
[18] 孙家柄,刘继林.多源遥感影像融合.遥感学报,1998,2(1):47-50
[19] 杨凯编著.遥感图像处理原理与方法.北京:测绘出版社,1988:392-448
[20] AgostuneliA.Multisensor data fusion by a region-based ap-proach.Proceeding of international conference on acoustics,speech and signal processing.ICASSP'91Toronto,1991:2617-2620
[2] 党安荣,毛其智.人居环境研究中多源遥感信息融合试验.清华大学学报(自然科学版),2000,40(S1):7-10
[3] 罗森林,王越,周思永.多源信息处理技术—信息融合.系统工程与电子技术,1998,18(1):41-44
[4] 高德平,黄雪梅.多传感器与数据融合.红外与激光工程,1999,28(2):10-13
[5] HouzelleS,GlraudonG.DataFusionSPOT andSAR Im-ages forBridge andUrbanAreaExtraction.Proc.I-GARSS,1991:25-36
[6] 贾永红,李德仁,孙家柄.多源遥感影像数据融合.遥感技术与应用,2000,15(1):41-44
[7] KoopmansB N,ForeroR G.AirborneSAR andL andsatMSSasCom plementaryInformationSource forGeologicalHazardMapping.ISPRS Journal ofPhotogrammetry&RS,1993,48(6):28-37
[8] YesouH.MergingSEASTA andSPOT Imagery for theStudy ofGeologicStructure in aTem perateAgriculturalRe-gion.R S andEnvironment,1993,43:265-280
[9] 李强,王正志,周宗潭.构件式遥感信息处理系统的设计.国防科技大学学报,1998,20(6):41-45
[10] 郁文贤.多传感器信息融合技术评述.国防科技大学学报,1994,16(3):25-30
[11] 单新建,叶洪.数字遥感图像的多源数据融合方法在地质中的应用.地震地质,1999,21(4):465-471
[12] 朱长青,王倩.基于多进制小波的SPOT全色影像和多光谱遥感影像融合.测绘学报,2000,29(2):132-136
[13] 李军,周月琴.影像局部直方图匹配滤波技术用于遥感影像数据融合.测绘学报,1999,28(3):226-230
[14] TahaniH,KellerJM.Information fusion in computer visionusing fuzzy integral.IEEE Trans,SMC,1990:367-378
[15] ClicheG,BonnF .Integration of theSPOT Panchromaticchannel into its multi-spectral mode for image sharpness en-hancement.PhotogrammetricEngineering andRemoteSens-ing,1995,51(3):311-316
[16] 游林儒,张晋格.一种多源信息融合方法及其应用.哈尔滨工业大学学报,2000,32(4):101-103
[17] 聂伟,王祁.Bayes决策理论在分布式多源信息融合中的应用.哈尔滨工业大学学报,1998,30(6):113-116
[18] 孙家柄,刘继林.多源遥感影像融合.遥感学报,1998,2(1):47-50
[19] 杨凯编著.遥感图像处理原理与方法.北京:测绘出版社,1988:392-448
[20] AgostuneliA.Multisensor data fusion by a region-based ap-proach.Proceeding of international conference on acoustics,speech and signal processing.ICASSP'91Toronto,1991:2617-2620
版权所有：© 2023 中国地质图书馆 中国地质调查局地学文献中心