第52卷第1期测绘学报Vol.52,No.12023年1月ActaGeodaeticaetCartographicaSinicaJanuary,2023引文格式:张广斌,高贤君,冉树浩,等.高分遥感影像云雪共存区轻量云高精度检测方法[J].测绘学报,2023,52(1):93-107.DOI:10.11947/j.AGCS.2023.20210686.ZHANGGuangbin,GAOXianjun,RANShuhao,etal.Accurateandlightweightclouddetectionmethodbasedoncloudandsnowcoexistenceregionofhigh-resolutionremotesensingimages[J].ActaGeodaeticaetCartographicaSinica,2023,52(1):93-107.DOI:10.11947/j.AGCS.2023.20210686.高分遥感影像云雪共存区轻量云高精度检测方法张广斌1,高贤君1,2,冉树浩1,杨元维1,3,4,李丽珊1,张妍11.长江大学地球科学学院,湖北武汉430100;2.自然资源部环鄱阳湖区域矿山环境监测与治理重点实验室,江西南昌330013;3.湖南科技大学测绘遥感信息工程湖南省重点实验室,湖南湘潭411201;4.城市空间信息工程北京市重点实验室,北京100045Accurateandlightweightclouddetectionmethodbasedoncloudandsnowcoexistenceregionofhigh-resolutionremotesensingimagesZHANGGuangbin1,GAOXianjun1,2,RANShuhao1,YANGYuanwei1,3,4,LILishan1,ZHANGYan11.SchoolofGeosciences,YangtzeUniversity,Wuhan430100,China;2.KeyLaboratoryofMineEnvironmentalMonitoringandImprovingaroundPoyangLake,MinistryofNaturalResources,Nanchang330013,China;3.HunanProvincialKeyLaboratoryofGeo-InformationEngineeringinSurveying,MappingandRemoteSensing,HunanUniversityofScienceandTechnology,Xiangtan411201,China;4.BeijingKeyLaboratoryofUrbanSpatialInformationEngineering,Beijing100045,ChinaAbstract:Clouddetectionisacriticalstageinremotesensingimagepreprocessing.However,whenthereissnowontheunderlyingsurfaceofscenes,thegeneralclouddetectionmethodswouldbeeasilyaffected.Asaresult,theclouddetectionaccuracyofthesemethodswouldreduce.Furthermore,mostavailableclouddetectiondatasetsareofmedium-resolutionanddonotfocusonthecloudandsnowcoexistencestudyareas.Asaresult,aclouddetectiondatasethasbeencreatedandreleasedbasedonhigh-resolutioncloud-snowcoexistenceremotesensingimages.Meanwhile,thisstudysuggestsaconvolutionneuralnetworktermedRDC-Netforclouddetectioninhigh-resolutioncloudandsnowcoexistenceimages.TheRDC-N...
