DocumentCode :
174790
Title :
Development of vision-aided navigation for a wearable outdoor augmented reality system
Author :
Menozzi, Alberico ; Clipp, Brian ; Wenger, Erich ; Heinly, Jared ; Dunn, Enrique ; Towles, Herman ; Frahm, Jan-Michael ; Welch, Greg
Author_Institution :
Appl. Res. Assoc., Inc. (ARA), Raleigh, NC, USA
fYear :
2014
fDate :
5-8 May 2014
Firstpage :
460
Lastpage :
472
Abstract :
This paper describes the development of vision-aided navigation (i.e., pose estimation) for a wearable augmented reality system operating in natural outdoor environments. This system combines a novel pose estimation capability, a helmet-mounted see-through display, and a wearable processing unit to accurately overlay geo-registered graphics on the user´s view of reality. Accurate pose estimation is achieved through integration of inertial, magnetic, GPS, terrain elevation data, and computervision inputs. Specifically, a helmet-mounted forward-looking camera and custom computer vision algorithms are used to provide measurements of absolute orientation (i.e., orientation of the helmet with respect to the Earth). These orientation measurements, which leverage mountainous terrain horizon geometry and/or known landmarks, enable the system to achieve significant improvements in accuracy compared to GPS/INS solutions of similar size, weight, and power, and to operate robustly in the presence of magnetic disturbances. Recent field testing activities, across a variety of environments where these vision-based signals of opportunity are available, indicate that high accuracy (less than 10 mrad) in graphics geo-registration can be achieved. This paper presents the pose estimation process, the methods behind the generation of vision-based measurements, and representative experimental results.
Keywords :
Global Positioning System; augmented reality; computer vision; graphical user interfaces; helmet mounted displays; inertial navigation; pose estimation; GPS-INS solutions; computer vision algorithms; georegistered graphics; helmet-mounted forward-looking camera; helmet-mounted see-through display; inertial navigation; magnetic disturbances; mountainous terrain horizon geometry; pose estimation process; terrain elevation data; vision-aided navigation development; vision-based measurements; wearable outdoor augmented reality system; wearable processing unit; Cameras; Estimation; Global Positioning System; Graphics; Magnetic resonance imaging; Magnetometers; Vectors; augmented reality; computer vision; inertial navigation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Position, Location and Navigation Symposium - PLANS 2014, 2014 IEEE/ION
Conference_Location :
Monterey, CA
Print_ISBN :
978-1-4799-3319-8
Type :
conf
DOI :
10.1109/PLANS.2014.6851442
Filename :
6851442
Link To Document :
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