PAIRWISE-SVM FOR ON-BOARD URBAN ROAD LIDAR CLASSIFICATION

The common method of LiDAR classifications is Markov random fields (MRF). Based on construction of MRF energy function, spectral and directional features are extracted for on-board urban point clouds. The MRF energy function is consisted of unary and pairwise potentials. The unary terms are computed...

Full description

Bibliographic Details
Main Authors: Z. Shu, K. Sun, K. Qiu, K. Ding
Format: Article
Language:English
Published: Copernicus Publications 2016-06-01
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/XLI-B1/109/2016/isprs-archives-XLI-B1-109-2016.pdf