Evaluation on Geo-registration Accuracy of Outdoor Augmented Reality

doi:10.16182/j.issn1004731x.joss.19-0052

Abstract

Abstract: Geo-registration technology is a key technology for the combination of augmented reality and geographic information systems, and its registration accuracy has a significant impact on the availability of ARGIS. Aiming at this application, the basic concepts and principles of augmented reality geo-registration technology are analyzed, and the method for quantitative evaluation of geo-registration accuracy is proposed. Combined with the pre-acquired high-precision geographic information data, a variety of outdoor geo-registration experiments are carried out by using the different hardware devices, and the quantitative accuracy of different geo-registration methods is evaluated. The geo-registration errors and the problems existing in the practical application are analyzed. And solutions for the different application demands are discussed for the follow-up research.

Key words: outdoor augmented reality, geo-registration, evaluation of registration accuracy, ARGIS

CLC Number:

TP391.9

Deng Chen, You Xiong, Zhi Meixia. Evaluation on Geo-registration Accuracy of Outdoor Augmented Reality[J]. Journal of System Simulation, 2020, 32(9): 1693-1704.

References

[1] 杜清运, 刘涛. 户外增强现实地理信息系统原型设计与实现[J]. 武汉大学学报(信息科学版), 2007, 32(11): 1046-1049.
Du Qingyun, Liu Tao.Design and Implementation of a Prototype Outdoor Augmented Reality GIS[J]. Geomatics & Information Science of Wuhan University, 2007, 32(11): 1046-1049.
[2] 刘经南, 高柯夫. 增强现实及其在导航与位置服务中的应用[J]. 地理空间信息, 2013, 11(2): 1-6.
Liu Jingnan, Gao Kefu.Augmented Reality and Its Application for Navigation and Location Services[J]. Geospatial Information, 2013, 11(2): 1-6.
[3] 刘浩敏, 章国锋, 鲍虎军. 基于单目视觉的同时定位与地图构建方法综述[J]. 计算机辅助设计与图形学学报, 2016, 28(6): 855-868.
Liu Haomin, Zhang Guofeng, Bao Hujun.A Survey of Monocular Simultaneous Localization and Mapping[J]. Journal of Computer-Aided Design & Computer Graphics, 2016, 28(6): 855-868.
[4] 王巍, 王志强, 赵继军, 等. 基于移动平台的增强现实研究[J]. 计算机科学, 2015, 42(11A): 510-519.
Wang Wei, Wang Zhijiang, Zhao Jijun, et al.Research of Augmented Reality Based on Mobile Platform[J]. Computer Science, 2015, 42(11A): 510-519.
[5] 罗斌, 王涌天, 沈浩, 等. 增强现实混合跟踪技术综述[J]. 自动化学报, 2013, 39(8): 1185-1201.
Luo Bin, Wang Yongtian, Shen Hao, et al.Overview of Hybrid Tracking in Augmented Reality[J]. Acta Automatica Sinica, 2013, 39(8): 1185-1201.
[6] 徐旺, 李爱光. 纸地图增强现实对准技术研究[J]. 测绘科学技术学报, 2016, 33(2): 185-190.
Xu Wang, Li Aiguang.Research on Paper Map Augmented Reality Registration Technology[J]. Journal of Geomatics Science and Technology, 2016, 33(2): 185-190.
[7] Liu H, Zhang G, Bao H.Robust Keyframe-based Monocular SLAM for Augmented Reality[C]. IEEE International Symposium on Mixed and Augmented Reality. Merida, Mexico: IEEE, 2016: 1-10.
[8] Li P, Qin T, Hu B, et al.Monocular Visual-Inertial State Estimation for Mobile Augmented Reality[C]. IEEE International Symposium on Mixed and Augmented Reality. Nantes, France: IEEE Computer Society, 2017: 11-21.
[9] You X, Zhang W, Ma M, et al.Survey on Urban Warfare Augmented Reality[J]. ISPRS International Journal of Geo-Information (S2220-9964), 2018, 7(2): 1-16.
[10] 孙敏, 陈秀万, 张飞舟, 等. 增强现实地理信息系统[J]. 北京大学学报(自然科学版), 2004, 40(6): 906-913.
Sun Min, Chen Xiuwan, Zhang Feizhou, et al.Augment Reality Geographical Information System[J]. Acta Scicentiarum Naturalum Universitis Pekinesis, 2004, 40(6): 906-913.
[11] 曲毅, 李爱光, 徐旺, 等. 基于位姿传感器的户外ARGIS注册技术[J]. 测绘科学技术学报, 2017, 34(1): 106-110.
Qu Yi, Li Aiguang, Xu Wang, et al.Outdoor ARGIS Registration Techniques Based on Position-Posture Sensor[J]. Journal of Geomatics Science and Technology, 2017, 34(1): 106-110.
[12] 曲毅, 李爱光, 徐旺, 等. 面向ArGIS的多传感器混合跟踪注册研究[J]. 测绘与空间地理信息, 2017, 40(3): 114-117.
Qu Yi, Li Aiguang, Xu Wang, et al.Research on Multi Sensor Hybrid Tracking Registration for ArGIS[J]. Geomatics & Spatial Information Technology, 2017, 40(3): 114-117.
[13] 王俊. 户外增强现实GIS的应用研究[D]. 重庆: 西南大学, 2014.
Wang Jun.Application Research on Outdoor Augmented Reality GIS[D]. Chongqing: Southwest University, 2014.
[14] Ventura J, Arth C, Reitmayr G, et al.Global Localization from Monocular SLAM on a Mobile Phone[J]. IEEE Transactions on Visualization and Computer Graphics (S1077-2626), 2014, 20(4): 531-539.
[15] Arth C, Pirchheim C, Ventura J, et al.Instant Outdoor Localization and SLAM Initialization from 2.5D Maps[J]. IEEE Transactions on Visualization and Computer Graphics (S1077-2626), 2015, 21(11): 1309-1318.
[16] Menozzi A, Clipp B, Wenger E, et al.Development of vision-aided navigation for a wearable outdoor augmented reality system[C]. Position, Location and Navigation Symposium-PLANS 2014, 2014 IEEE/ION. Monterey, CA, USA: IEEE, 2014: 460-472.
[17] Gans E, Roberts D, Bennett M.Augmented reality technology for day/night situational awareness for the dismounted Soldier[C]. Display Technologies and Applications for Defense, Security, and Avionics IX; and Head- and Helmet-Mounted Displays XX. Bellingham, Washington, USA: SPIE, 2015: 94700401-94700411.
[18] Azuma R T.A survey of augmented reality[J]. Presence: Teleoperators & Virtual Environments (S1054-7460), 1997, 6(4): 355-385.
[19] 郭昌达. 增强现实三维配准技术方法研究[D]. 郑州: 信息工程大学, 2013.
Guo Changda.Research on Methods of 3D Registration Technique in Augmented Reality[D]. Zhengzhou: Information Engineering University, 2013.
[20] Arth C, Ventura J, Schmalstieg D.Geospatial Management and Utilization of Large-Scale Urban Visual Reconstructions[C]. International Conference on Computing for Geospatial Research & Application. San Jose, CA, USA: IEEE, 2013: 64-69.
[21] Lobo J, Dias J.Relative Pose Calibration Between Visual and Inertial Sensors[J]. The International Journal of Robotics Research (S0278-3649), 2007, 26(6): 561-575.
[22] Paul D G.Principles of GNSS, Inertial, and Multi-sensor Integrated Navigation Systems[M]. Boston, Massachusetts, USA: Artech House, 2008: 50-51.
[23] Zhang Z Y.A exible new technique for camera calibration[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence (S0162-8828), 2000, 22(11): 1330-1334.
[24] Huang W, Sun M, Li S.A 3D GIS-based interactive registration mechanism for outdoor augmented reality system[J]. Expert Systems with Applications (S0957-4174), 2016, 55(1): 48-58.
[25] Lepetit V, Moreno-Noguer F, Fua P.EPnP: An Accurate O (n) Solution to the PnP Problem[J]. International Journal of Computer Vision (S0920-5691), 2009, 81(2): 155-166.
[26] Chu H, Gallagher A, Chen T.GPS Refinement and Camera Orientation Estimation from a Single Image and a 2D Map[C]. IEEE Conference on Computer Vision and Pattern Recognition Workshops. Columbus, OH, USA: IEEE Computer Society, 2014: 171-178.
[27] Chulliat A, Macmillan S, Alken P, et al.The US/UK World Magnetic Model for 2015-2020: Technical Report[R]. National Geophysical Data Center, NOAA, 2015.
[28] Holloway R L.Registration error analysis for augmented reality[J]. Presence: Teleoperators and Virtual Environments (S1054-7460), 1997, 6(4): 1-25.
[29] 段利亚. 移动增强现实大范围定位与注册关键技术研究[D]. 武汉: 华中科技大学, 2013.
Duan Liya.Study on Key Technology of Wide Area Localization and Registration for Mobile Augmented Reality Systems[D]. Wuhan: Huazhong University of Science and Technology, 2013.
[30] Argenta C, Murphy A, Hinton J L, et al.Graphical user interface concepts for tactical augmented reality[C]. Head- and Helmet-Mounted Displays XV: Design and Applications. Bellingham, Washington, USA: SPIE, 2010: 768801-768812.
[31] 邓晨, 游雄, 张威巍. 面向城市分队作战的增强现实研究[J]. 指挥控制与仿真, 2019, 41(2): 1-10.
Deng Chen, You Xiong, Zhang Weiwei.Augmented Reality in Urban Operations for Unit Dismounted Warfighters[J]. Command Control & Simulation, 2019, 41(2): 1-10.