Classification of highly dense 3D point cloud data acquired from a mobile Lidar system (MLS) is essential in applications like creating high-density maps, autonomous navigation and highway monitoring..
excellent arcticle about automatic classification of MLS/TLS LiDAR data, published by my friend professor Dr. Bharat Lohani in current GIM issue.
He is also founder of Geokno – Indias first private aerial LiDAR company and Indias premier technology leader . (in case you need to map anything of the subcontinent)
abstract:
“ deep learning architecture called MMCN opens up the possibility for fully automated classification of highly dense 3D point cloud data acquired from a mobile Lidar system. This offers interesting opportunities in applications such as high-density maps, autonomous navigation and highway monitoring…. (read more)„