Mapping trees along urban street networks with deep learning and street-level imagery
Stefanie Lumnitz, Tahia Devisscher, Jerome Mayaud, Valentina Radić, Nicholas C. Coops, Verena C. Griess
Topics & Concepts
Ground truthGeolocationLidarGeotaggingComputer scienceConvolutional neural networkTree (set theory)Street networkSatellite imageryUrban planningUrban forestryGeographyArtificial intelligenceCartographyRemote sensingTransport engineeringMathematicsEcologyMathematical analysisWorld Wide WebBiologyEngineeringEnvironmental planningRemote Sensing and LiDAR ApplicationsRemote Sensing in AgricultureLand Use and Ecosystem Services