FUSION OF FEATURE BASED AND DEEP LEARNING METHODS FOR CLASSIFICATION OF MMS POINT CLOUDS

This work proposes an approach for semantic classification of an outdoor-scene point cloud acquired with a high precision Mobile Mapping System (MMS), with major goal to contribute to the automatic creation of High Definition (HD) Maps. The automatic point labeling is achieved by utilizing the combi...

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Bibliographic Details
Main Authors: D. Tosic, S. Tuttas, L. Hoegner, U. Stilla
Format: Article
Language:English
Published: Copernicus Publications 2019-09-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-2-W16/235/2019/isprs-archives-XLII-2-W16-235-2019.pdf