四川大学国际课程周
SICHUAN UNIVERSITY UIP 2023
教师 Teacher
T 任金昌
       空天科学与工程学院
课程名称 Course Title
Recent Developmentin Remote Sensing Image Processing:Emerging Techniquesand Applications

《RecentDevelopmentinRemoteSensingImageProcessing:EmergingTechniquesandApplications》isoneoftheelectivecoursesforundergraduatesandpostgraduatesmajoringinsurveyingandmappingengineeringandgeographicinformationscience.Throughthestudyofthiscourse,studentscansystematicallymasterthebasicknowledge,principlesandmethodsofremotesensingimageprocessing,includingsensorandsensingplatforms,approachesfordataacquisitionanddataanalysis,inparticularmultimodalimagessuchasRGBcolourimages,spectralimages,andotherse.g.LiDAR/radaretal.Theplatformscanbesatellites,airborneandUAV,whereinterestedtopicscanbeunderwaterimageenhancement,imagesegmentationandobjectdetection,oceancolourremotesensing,andapplicationsinsatelliteimaging-basedoil/gas/wind-energyplatformdetectionandmeasurementaswellashyperspectralimaging-basedland-coveranalysisetal.Themoduleaimstoprovidethestudentsusefulknowledgeandexperienceandlayessentialfoundationforproblemsolvingindifferentremotesensingtopics.Themajorcontentswillinclude:?Sensorsandplatformsfordataacquisitioninremotesensing?Imageenhancement,denoisingandreconditioning?ObjectdetectionfromUAVimages?Hyperspectralimagingandapplicationsinlandcoveranalysis?Oceancolourremotesensingusingmultispectralandhyperspectralimages?Satelliteremotesensinginanalysinginfrastructureofoil/gasplatformsandwindturbinesAsseen,thiscoursewillcoverremotesensingoflandandocean,usingvariousplatformsincludingsatellite,UAVandothers.Thestudywillhelptonotonlyextendthestudents’understandingofthisemergingfieldbutalsodeepentheirinterestsinaerospaceremotesensinganditswideapplications.