Litcius/Paper detail

Deep point embedding for urban classification using ALS point clouds: A new perspective from local to global

Rong Huang, Yusheng Xu, Danfeng Hong, Wei Yao, Pedram Ghamisi, Uwe Stilla

2020ISPRS Journal of Photogrammetry and Remote Sensing81 citationsDOIOpen Access PDF

Topics & Concepts

Point cloudComputer scienceArtificial intelligenceSmoothingEmbeddingPattern recognition (psychology)Dimensionality reductionNonlinear dimensionality reductionDeep learningMachine learningComputer visionRemote Sensing and LiDAR Applications3D Surveying and Cultural HeritageRemote Sensing in Agriculture