基于小波分析和BP神经网络的多传感器遥感图像融合算法的研究
摘要
多传感器遥感图像是应用非常广泛的一种地理信息载体,它在提高遥感精度和容量方面有着明显的优势。本文针对遥感图像的融合算法进行研究,使用小波分析和基于BP神经网络的图像分层技术解决尺度分解和梯度分层等问题。
引文
[1]宁书年,吕松棠,杨小琴,等.遥感图像处理与应用[M].地震出版社,2010:39,45.
[2]郁文贤,雍少为,郭桂蓉.多传感器信息融合技术述评[J].国防科技大学学报,2011,16(3):1～8.
[3]R.C.Luo,Michael G.Kay.MultisensorIntegration and Fusion in IntelligenSystems.IEEE Trans on System andCybernetics,2009,19(5):901～931.
[4]E.J.Kaminsky,H.Bara d,W.Bro wn.Textural Neural Network and VersionSpace Classifier for Remote Sensing.2010,18(4):741.762.
[5]J.A.Benediktsson,P.H.Swain,O.K.Ersoy.Neural Network ApproachesVersus Statistical Methods in Classifi-cation of Multisource Romote SensingData.IEEE Trans on Geoscience andRemote Sensing,2011,28(4):540～552.
[6]Sebastiano B.Serpico,Fabio Roli.Clas-sification of Multisensor Remote Sens-ing Ima g es by Str u ctu re d N e u ra lNetworks.IEEE Trans on WoodcockART N eural Netw orks for R emoteSensing:Vegetation Classification fromLandsat TM and Terrain Data.IEEETr an s on Ge os cien ce an d Re mo teSensing,2010,33(3):562.578.
[7]Justin D.Paola,Robert A.Schowengerdt.A Detailed Comparison of Backpropagation Neural Network and Maximum-Likelihood Classifiers for UrbanLand Use Classification.IEEE Trans on Geoscience and Remote Sensing,2011,3 3(4):9 81～996.
[2]郁文贤,雍少为,郭桂蓉.多传感器信息融合技术述评[J].国防科技大学学报,2011,16(3):1～8.
[3]R.C.Luo,Michael G.Kay.MultisensorIntegration and Fusion in IntelligenSystems.IEEE Trans on System andCybernetics,2009,19(5):901～931.
[4]E.J.Kaminsky,H.Bara d,W.Bro wn.Textural Neural Network and VersionSpace Classifier for Remote Sensing.2010,18(4):741.762.
[5]J.A.Benediktsson,P.H.Swain,O.K.Ersoy.Neural Network ApproachesVersus Statistical Methods in Classifi-cation of Multisource Romote SensingData.IEEE Trans on Geoscience andRemote Sensing,2011,28(4):540～552.
[6]Sebastiano B.Serpico,Fabio Roli.Clas-sification of Multisensor Remote Sens-ing Ima g es by Str u ctu re d N e u ra lNetworks.IEEE Trans on WoodcockART N eural Netw orks for R emoteSensing:Vegetation Classification fromLandsat TM and Terrain Data.IEEETr an s on Ge os cien ce an d Re mo teSensing,2010,33(3):562.578.
[7]Justin D.Paola,Robert A.Schowengerdt.A Detailed Comparison of Backpropagation Neural Network and Maximum-Likelihood Classifiers for UrbanLand Use Classification.IEEE Trans on Geoscience and Remote Sensing,2011,3 3(4):9 81～996.
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