Integration the Low Cost Camera Images with the Google Earth Dataset to Create a 3D Model
Abstract
As known Close range photogrammetry represents one of the most techniques to create precise 3D model. Metric camera, digital camera, and Laser scanning can be exploited for the photogrammetry with variety level of cost that may be high. In this study, the cost level is taken in to consideration to achieve balance between the cost and the obtained accuracy. This study aims to detect potential of low cost tools for creating 3D model in terms of obtained accuracy and details and comparing it with corresponding studies. Smart phone camera is the most available for everyone; this gave the motivation for use in this study. In addition, Google Earth was used to integrate the 3D model produced from all sides including the roof. Then, two different types of the mobile camera were used in addition to the DSLR camera (Digital Single Lens Reflex) for comparison and analysis purposes. Thus, this research gave flexibility in work and low cost resulting from replacement the metric camera with the smart camera and the unmanned aerial vehicle (UAV) with Google Earth data. Mechanism of the work can be summarized in four steps. Firstly, photogrammetry planning to determine suitable baselines from object and location of targets that measured using GPS and Total station devices. Secondly, collect images using close range photogrammetry technique. Thirdly, processing step to create the 3D model and integrated with Google Earth images using the Agi Photoscan software. Finally, Comparative and evaluation stage to derive the accuracy and quality of the model obtained from this study using statistical analysis method. Regarding this Study, University of Baghdad, central library was selected as the case study. The results of this paper show that the low cost 3D model resulted from integrating phone and Google Earth images gave suitable result with mean accuracy level reached to about less than 5 meters compared with DSLR camera result, this may be used for several applications such as culture heritage and architecture documentation.
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References
Xiao-ZhiGao, SwarnaPriya RM, Aarthy S L, GunavathiC,Venkatesh P&SrinivasKoppu. ''3D Reconstruction of A Scene from Multiple 2D Images''. International Journal of Civil Engineering and Technology (IJCIET) 8 no. 12 (December 12, 2017): 324-331.
Bakula, Krzysztof. “Capabilities of a Smartphone for Georeferenced 3D Model Creation: An Evaluation.” 14th SGEM GeoConference on Informatics, Geoinformatics and Remote Sensing (June 20, 2014). doi:10.5593/sgem2014/b23/s10.011.
Jones, Alan D. “Manual of Photogrammetry, Eds C.C. Slama, C. Theurer and S.W. Hendrikson, American Society of Photogrammetry, Falls Church, Va., 1980, Fourth Edition, 180 × 260mm, Xvi and 1056 Pages (with Index), 72 Tables, 866 Figures. ISBN 0 937294 01 2.” Cartography 12, no. 4 (September 1982): 258–258. doi:10.1080/00690805.1982.10438226.
Hu, Qiong, Wenbin Wu, Tian Xia, Qiangyi Yu, Peng Yang, Zhengguo Li, and Qian Song. “Exploring the Use of Google Earth Imagery and Object-Based Methods in Land Use/Cover Mapping.” Remote Sensing 5, no. 11 (November 15, 2013): 6026–6042. doi:10.3390/rs5116026.
Chen, Jorge, Keith C. Clarke, and S. M. Freundschuh. "Rapid 3d modeling using photogrammetry applied to google earth." In The 19th International Research Symposium on Computer-based Cartography Albuquerque, pp. 14-16. Cartography and Geographic Information Society, 2016.
Tomasi, Carlo, and Takeo Kanade. “Shape and Motion from Image Streams Under Orthography: a Factorization Method.” International Journal of Computer Vision 9, no. 2 (November 1992): 137–154. doi:10.1007/bf00129684.
Debevec, Paul E., Camillo J. Taylor, and Jitendra Malik. “Modeling and Rendering Architecture from Photographs.” Proceedings of the 23rd Annual Conference on Computer Graphics and Interactive Techniques - SIGGRAPH ’96 (1996). doi:10.1145/237170.237191.
Zhan-Li Sun, Kin-Man Lam, and Qing-Wei Gao. “Depth Estimation of Face Images Using the Nonlinear Least-Squares Model.” IEEE Transactions on Image Processing 22, no. 1 (January 2013): 17–30. doi:10.1109/tip.2012.2204269.
Kheyfets, A L. “Programming While Construction of Engineering 3D Models of Complex Geometry.” IOP Conference Series: Materials Science and Engineering 262 (November 2017): 012111. doi:10.1088/1757-899x/262/1/012111.
Alidoost, Fatemeh, Hossein Arefi, and Federico Tombari. “2D Image-To-3D Model: Knowledge-Based 3D Building Reconstruction (3DBR) Using Single Aerial Images and Convolutional Neural Networks (CNNs).” Remote Sensing 11, no. 19 (September 23, 2019): 2219. doi:10.3390/rs11192219.
Dai, Angela, and Matthias Nießner. "Scan2mesh: From unstructured range scans to 3d meshes." In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (2019): 5574-5583.
Burdziakowski, Pawel, and Pawel Tysiac. “Combined Close Range Photogrammetry and Terrestrial Laser Scanning for Ship Hull Modelling.” Geosciences 9, no. 5 (May 26, 2019): 242. doi:10.3390/geosciences9050242.
Boboc, Răzvan Gabriel, Florin Gîrbacia, Cristian Cezar Postelnicu, and Teodora Gîrbacia. “Evaluation of Using Mobile Devices for 3D Reconstruction of Cultural Heritage Artifacts.” VR Technologies in Cultural Heritage (December 13, 2018): 46–59. doi:10.1007/978-3-030-05819-7_5.
Bruno, N., and R. Roncella. “Accuracy Assessment of 3D Models Generated from Google Street View Imagery.” ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII–2/W9 (January 31, 2019): 181–188. doi:10.5194/isprs-archives-xlii-2-w9-181-2019.
Verhoeven, Geert JJ. "Providing an archaeological bird's‐eye view–an overall picture of ground‐based means to execute low‐altitude aerial photography (LAAP) in Archaeology." Archaeological Prospection 16, no. 4 (2009): 233-249. doi:10.1002/arp.354.
Smith, Mike J., Jim Chandler, and James Rose. “High Spatial Resolution Data Acquisition for the Geosciences: Kite Aerial Photography.” Earth Surface Processes and Landforms 34, no. 1 (January 2009): 155–161. doi:10.1002/esp.1702.
Li, Jia, Yongxiang Yao, Ping Duan, Yun Chen, Shuang Li, and Chi Zhang. “Studies on Three-Dimensional (3D) Modeling of UAV Oblique Imagery with the Aid of Loop-Shooting.” ISPRS International Journal of Geo-Information 7, no. 9 (August 27, 2018): 356. doi:10.3390/ijgi7090356.
Lubis, Muhammad Zainuddin, Wenang Anurogo, Oktavianto Gustin, . Andi, Aditya Hanafi, Dirgan Timbang, Fajar Rizki, et al. “Interactive Modelling of Buildings in Google Earth and GIS: A 3D Tool for Urban Planning (Tunjuk Island, Indonesia).” Journal of Applied Geospatial Information 1, no. 2 (July 6, 2017): 44–48. doi:10.30871/jagi.v1i2.363.
Palanirajan, H. K., B. Alsadik, F. Nex, and S. Oude Elberink. “Efficient Flight Planning for Building Façade 3D Reconstruction.” ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII–2/W13 (June 4, 2019): 495–502. doi:10.5194/isprs-archives-xlii-2-w13-495-2019.
DOI: 10.28991/cej-2020-03091482
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