【基于卷積神經(jīng)網(wǎng)絡的遙感影像場景分類研究的文獻綜述4300字】

基于卷積神經(jīng)網(wǎng)絡的遙感影像場景分類研究的國內(nèi)外文獻綜述目錄TOC\o"1-2"\h\u28254基于卷積神經(jīng)網(wǎng)絡的遙感影像場景分類研究的國內(nèi)外文獻綜述 [39]，在噪聲標簽下能夠魯棒地訓練場景分類器。參考文獻趙忠明,孟瑜,汪承義.遙感圖像處理[M].北京:科學出版社,2016:1-5.ChengG,HanJ,LuX.RemoteSensingImageSceneClassification:BenchmarkandStateoftheArt[J].ProceedingsoftheIEEE,2017,105(10):1865-1883.朱凱強.基于深度膠囊網(wǎng)絡的高光譜及高空間分辨率遙感圖像分類[D].碩士學位論文.哈爾濱工業(yè)大學,2019:80.高瓊.分類問題中的噪聲標簽研究[D].碩士學位論文.西安電子科技大學,2019:3-4.XiaG,HuJ,HuF,etal.AID:ABenchmarkDataSetforPerformanceEvaluationofAerialSceneClassification[J].IEEETransactionsonGeoscienceandRemoteSensing,2017,55(7):3965-3981.D.G.Low.DistinctiveImageFeaturesfromScale-InvariantKeypoints[J].InternationalJournalofComputerVision,2004.ZhaoB,ZhongY,ZhangL.ASpectral–structuralBag-of-featuresSceneClassifierforVeryHighSpatialResolutionRemoteSensingImagery[J].ISPRSJournalofPhotogrammetryandRemoteSensing,2016,116(2016):73-85.LazebnikS,SchmidC,PonceJ.BeyondBagsofFeatures:SpatialPyramidMatchingforRecognizingNaturalSceneCategories[C].IEEEComputerSocietyConferenceonComputerVisionandPatternRecognition,2006:2169-2178.ZhuQ,ZhongY,ZhaoB,etal.Bag-of-Visual-WordsSceneClassifierWithLocalandGlobalFeaturesforHighSpatialResolutionRemoteSensingImagery[J].IEEEGeoscienceandRemoteSensingLetters,2016,13(6):747-751.ChanT,JiaK,GaoS,etal.PCANet:ASimpleDeepLearningBaselineforImageClassification?[J].IEEETransactionsonImageProcessing,2015,24(12):5017-5032.CheriyadatAM.UnsupervisedFeatureLearningforAerialSceneClassification[J].IEEETransactionsonGeoscienceandRemoteSensing,2014,52(1):439-451.ZhengX,SunX,FuK,etal.AutomaticAnnotationofSatelliteImagesviaMultifeatureJointSparseCodingWithSpatialRelationConstraint[J].IEEEgeoscienceandremotesensingletters,2013,10(4):652-656.WangJ,YangJ.Locality-constrainedLinearCodingforImageClassification[C].IEEEComputerSocietyConferenceonComputerVisionandPatternRecognition,2010:3360-3367.CastelluccioM,PoggiG,SansoneC,etal.LandUseClassificationinRemoteSensingImagesbyConvolutionalNeuralNetworks[J].ActaEcologicaSinica,2015,28(2):627-635.NogueiraK,PenattiO,SantosJ.TowardsBetterExploitingConvolutionalNeuralNetworksforRemoteSensingSceneClassification[J].PatternRecognition,2016,61:539-556.ChengG,LiZ,YaoX,etal.RemoteSensingImageSceneClassificationUsingBagofConvolutionalFeatures[J].IEEEGeoscienceandRemoteSensingLetters,2017,14(10):1735-1739.LiE,XiaJ,DuP,etal.IntegratingMultilayerFeaturesofConvolutionalNeuralNetworksforRemoteSensingSceneClassification[J].IEEETransactionsonGeoscienceandRemoteSensing,2017,55(10):5653-5665.HeN,FangL,LiS,etal.RemoteSensingSceneClassificationUsingMultilayerStackedCovariancePooling[J].IEEETransactionsonGeoscienceandRemoteSensing,2018,56(12):6899-6910.邱錫鵬.神經(jīng)網(wǎng)絡與深度學習[M].北京:機械工業(yè)出版社,2020:1-220.RumelhartDE,HintonGE,WilliamsRJ.LearningRepresentationsbyBack-propagatingErrors[J].Cognitivemodeling,1988,5(3):533-536.HintonG,SalakhutdinovRR.ReducingtheDimensionalityofDatawithNeuralNetworks[J].Science,2006,313(5786):504-507.HintonG,OsinderoS,TehYW.AFastLearningAlgorithmforDeepBeliefNets[J].NeuralComputation,2006,18(7):1527-1554.LeCunY,DenkerJS,HendersonD,etal.HandwrittenDigitRecognitionwithaBack-propagationNetwork[C].AdvancesinNeuralInformationProcessingSystems,1989:396-404.KrizhevskyA,SutskeverI,HintonG.ImagenetClassificationwithDeepConvolutionalNeuralNetworks[C].AdvancesinNeuralInformation