Detection of Vertical Pole-Like Objects in a Road Environment Using Vehicle-Based Laser Scanning Data

被引：190

作者：

Lehtomaki, Matti ^{[1
]}

Jaakkola, Anttoni ^{[1
]}

Hyyppa, Juha ^{[1
]}

Kukko, Antero ^{[1
]}

Kaartinen, Harri ^{[1
]}

机构：

[1] Finnish Geodet Inst, Dept Remote Sensing & Photogrammetry, Masala 02431, Finland

来源：

REMOTE SENSING | 2010年 / 2卷 / 03期

关键词：

mobile mapping; vehicle-based laser scanning; feature extraction; utility pole; traffic sign; tree; SEGMENTATION; ALGORITHMS; RECONSTRUCTION; CLASSIFICATION; IMAGES; MODEL;

D O I：

10.3390/rs2030641

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

Accurate road environment information is needed in applications such as road maintenance and virtual 3D city modelling. Vehicle-based laser scanning (VLS) can produce dense point clouds from large areas efficiently from which the road and its environment can be modelled in detail. Pole-like objects such as traffic signs, lamp posts and tree trunks are an important part of road environments. An automatic method was developed for the extraction of pole-like objects from VLS data. The method was able to find 77.7% of the poles which were found by a manual investigation of the data. Correctness of the detection was 81.0%.

引用

页码：641 / 664

页数：24