19 October 2016 3D indoor modeling using a hand-held embedded system with multiple laser range scanners
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Proceedings Volume 10155, Optical Measurement Technology and Instrumentation; 101552D (2016) https://doi.org/10.1117/12.2247006
Event: International Symposium on Optoelectronic Technology and Application 2016, 2016, Beijing, China
Abstract
Accurate three-dimensional perception is a key technology for many engineering applications, including mobile mapping, obstacle detection and virtual reality. In this article, we present a hand-held embedded system designed for constructing 3D representation of structured indoor environments. Different from traditional vehicle-borne mobile mapping methods, the system presented here is capable of efficiently acquiring 3D data while an operator carrying the device traverses through the site. It consists of a simultaneous localization and mapping(SLAM) module, a 3D attitude estimate module and a point cloud processing module. The SLAM is based on a scan matching approach using a modern LIDAR system, and the 3D attitude estimate is generated by a navigation filter using inertial sensors. The hardware comprises three 2D time-flight laser range finders and an inertial measurement unit(IMU). All the sensors are rigidly mounted on a body frame. The algorithms are developed on the frame of robot operating system(ROS). The 3D model is constructed using the point cloud library(PCL). Multiple datasets have shown robust performance of the presented system in indoor scenarios.
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Shaoxing Hu, Shaoxing Hu, Duhu Wang, Duhu Wang, Shike Xu, Shike Xu, } "3D indoor modeling using a hand-held embedded system with multiple laser range scanners", Proc. SPIE 10155, Optical Measurement Technology and Instrumentation, 101552D (19 October 2016); doi: 10.1117/12.2247006; https://doi.org/10.1117/12.2247006
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