新型遥感业务化处理系统设计与实现——以环境遥感系统为例的综述报告.docx

新型遥感业务化处理系统设计与实现——以环境遥感系统为例的综述报告
Abstract
Withtheincreasingdemandforremotesensingapplications,developingacommercialremotesensingprocessingsystemisacriticalissue.Thispaperproposesadesignandimplementationofanewcommercialremotesensingprocessingsystem,whichisbasedontheenvironmentalremotesensingsystem.Thesystemmainlyconsistsoffourmodules:datapreprocessing,imageprocessing,informationextraction,andresultvisualization.Thedatapreprocessingmodulemainlyincludesimageregistrationandnormalization.Theimageprocessingmodulemainlyinvolvesimageenhancement,segmentation,andclassification.Theinformationextractionmodulemainlyincludesfeatureextractionandinformationfusion.Finally,theresultsofeachmodulearevisualized.Experimentalresultsshowthatthesystemperformanceissatisfactory,andtheproposedapproachcanprovideapracticalsolutiontotheremotesensingapplications.
Keywords:remotesensing,commercialremotesensingprocessingsystem,environmentalremotesensingsystem,datapreprocessing,imageprocessing,informationextraction,resultvisualization
Introduction
Remotesensingtechnologyisplayinganessentialroleinenvironmentalmonitoring,resourcemanagement,cropyieldestimation,land-usemapping,etc.ItprovidesustheopportunitytoobservetheEarth'ssurfaceatabroadspatialscale,despitetheinfluenceofatmosphericdisturbance.Therefore,remotesensinghasbecomemoreandmorepopularduetoitsuniqueadvantages.Inaddition,theremotesensingdatahasbecomemoreaccessibleandfrequentduetotherapidincreaseinremotesensingsatellites.Asaresult,thedevelopmentofpracticalremotesensingprocessingsystemshasbecomeanurgentissue.
Remotesensingprocessingsystemsaredesignedtoprovidepracticalsolutionstotheremotesensingapplications.Theytypicallyincludeseveralmodules,includingdatapreprocessing,imageprocessing,informationextraction,andresultvisualization.
Thispaperproposesanewcommercialremotesensingprocessingsystembasedontheenvironmentalremotesensingsystem.Thesystemmainlyconsistsoffourmodules:datapreprocessing,imageprocessing,informationextraction,andresultvisualization.Thes