Litcius/Paper detail

Land-cover classification of multispectral LiDAR data using CNN with optimized hyper-parameters

Suoyan Pan, Haiyan Guan, Yating Chen, Yongtao Yu, Wesley Nunes Gonçalves, José Marcato, Jonathan Li

2020ISPRS Journal of Photogrammetry and Remote Sensing120 citationsDOI

Topics & Concepts

LidarComputer scienceMultispectral imageConvolutional neural networkPattern recognition (psychology)Land coverArtificial intelligenceRangingRemote sensingPreprocessorFeature (linguistics)SegmentationFeature extractionContextual image classificationImage (mathematics)Land useGeographyCivil engineeringEngineeringTelecommunicationsLinguisticsPhilosophyRemote-Sensing Image ClassificationRemote Sensing and LiDAR ApplicationsVideo Surveillance and Tracking Methods