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Outdoor Map Construction Based on Aerial Photography and Electrical Map Using Multi-Plane Laser Range Scan Data
Author(s) -
Taketoshi Mori,
Takahiro Sato,
Aiko Kuroda,
Masayuki Tanaka,
Masamichi Shimosaka,
Tomomasa Sato,
Hiromi Sanada,
Hiroshi Noguchi
Publication year - 2013
Publication title -
journal of robotics and mechatronics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.257
H-Index - 19
eISSN - 1883-8049
pISSN - 0915-3942
DOI - 10.20965/jrm.2013.p0005
Subject(s) - aerial photography , computer vision , laser scanning , artificial intelligence , computer science , position (finance) , grid , range (aeronautics) , laser , remote sensing , computer graphics (images) , geography , optics , physics , geodesy , engineering , finance , aerospace engineering , economics
This research is on personal mobility that estimates its self position on a sensor data map created from sensor data, acquired from laser range scan sensors and/or other sensors, and annotates various multiple items of information on a digital map. This paper describes a method of creating an edge-based grid map from both aerial photography and an electricalmap for this purpose and a way and its realization to estimate position and to construct outdoor maps from multi-plane laser range scan data on the grid map. Since threedimensional scanning is rather difficult and the scan rate is low, we used two-dimensional scanning that enables movement without slowing it down by scanning multiple horizontal and/or slanted planes. Experimental results show that the system is able to ensure the accuracy of accumulated error within 2 m by integrating aerial photography and electrical maps plus multiplane scanning.

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