WEAKLY SUPERVISED SEGMENTATION-AIDED CLASSIFICATION OF URBAN SCENES FROM 3D LIDAR POINT CLOUDS

WEAKLY SUPERVISED SEGMENTATION-AIDED CLASSIFICATION OF URBAN SCENES FROM 3D LIDAR POINT CLOUDS

We consider the problem of the semantic classification of 3D LiDAR point clouds obtained from urban scenes when the training set is limited. We propose a non-parametric segmentation model for urban scenes composed of anthropic objects of simple shapes, partionning the scene into geometrically-homo...

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Bibliographic Details
Main Authors:	S. Guinard, L. Landrieu
Format:	Article
Language:	English
Published:	Copernicus Publications 2017-05-01
Series:	The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:	http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-1-W1/151/2017/isprs-archives-XLII-1-W1-151-2017.pdf

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