Evaluation of image-based modeling and laser scanning accuracy for emerging automated performance monitoring techniques

Automation in Construction

Volumn 20, Issue 8, 2011, Pages 1143-1155

  Golparvar Fard, Mani ^a   Bohn, Jeffrey ^b   Teizer, Jochen ^b   Savarese, Silvio ^c   Peña Mora, Feniosky ^d  

^a State University   (United States)

^b Georgia Institute of Technology   (United States)

^c UNIVERSITY OF MICHIGAN   (United States)

^d Columbia University ^*  (United States)

Author keywords

As built modeling; Computer aided design; Construction field imagery; Image based modeling; Laser scanning; Progress monitoring; Range point clouds; Structure from motion

Indexed keywords

COMPUTER AIDED; CONSTRUCTION FIELD IMAGERY; IMAGE-BASED MODELING; LASER SCANNING; POINT CLOUD; STRUCTURE FROM MOTION;

ALIGNMENT; AUTOMATION; CIVIL ENGINEERING; COMPUTER AIDED DESIGN; CONSTRUCTION INDUSTRY; DECISION MAKING; IMAGE RECONSTRUCTION; LASER APPLICATIONS; PHOTOGRAMMETRY; PRODUCTIVITY; PROJECT MANAGEMENT; RATING; SCANNING; SEMANTICS; VISUALIZATION;

THREE DIMENSIONAL;

EID: 80053650754     PISSN: 09265805     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.autcon.2011.04.016     Document Type: Article

References (39)

1. Y. Cho, C. Haas, K. Liapi, and S. Sreenivasan A framework for rapid local area modeling for construction automation Automation in Construction 11 6 2002 629 641 (Pubitemid 34772056)
2. Z. Zhu, and I. Brilakis Comparison of civil infrastructure optical-based spatial data acquisition techniques Journal of Computing in Civil Engineering 261 88 2007 737 744
3. 4AR- A 4-dimensional augmented reality model for automating construction progress monitoring data collection, processing and communication Journal of Information Technology in Construction, Special issue in Next Generation Construction IT 14 2009 129 153
4. F. Bosche, and C. Haas Automated retrieval of 3D CAD model objects in construction range images Automation in Construction 17 4 2008 499 512 (Pubitemid 351173673)
5. S. Kiziltas, B. Akinci, E. Ergen, and P.O. Tang Technological assessment and process implications of field data capture technologies for construction and facility/infrastructure management Journal of Information Technology in Construction, Special issue Sensors in Construction and Infrastructure Management 13 2008 134 154 (Pubitemid 351607692)
6. J. Teizer, C. Kim, C. Haas, K. Liapi, and C. Caldas Framework for real-time three-dimensional modeling of infrastructure Geology and Properties of Earth Materials 2005 Transportation Research Board National Research Council Washington 177 186
7. E. Jaselskis, and Z. Gao Pilot study on laser scanning technology for transportation projects Proc., the Mid-Continent Transportation Research Symposium, Ames, Iowa, August 2003
8. F. Bosche, C. Haas, and B. Akinci Automated recognition of 3D CAD objects in site laser scans for project 3D status visualization and performance control, ASCE Journal of Computing in Civil Engineering 23 6 2009 311 318
9. S. El-Omari, and O. Moselhi Integrating 3D laser scanning and photogrammetry for progress measurement of construction work Automation in Construction 18 1 2008 1 9
10. P. Debevec, C. Taylor, and J. Malik Modeling and rendering architecture from photographs: a hybrid geometry- and image based approach Proc., SIGGRAPH 1996 11 20
11. D.G. Aguilera, and J.G. Lahoz Laser scanning or image-based modeling? A comparative through the modelization of San Nicolas Church Proc., ISPRS Commission V Symposium of Image Engineering and Vision Metrology 2006
12. F. Dai, and M. Lu Photo-based 3D modeling of construction resources for visualization of operations simulation: case of modeling a precast façade Proc: IEEE Winter Simulation Conference 2008 2439 2446
13. D. Lowe Distinctive image features from scale-invariant feature points International Journal of Computer Vision 60 2 2004 91 110
14. N. Snavely, S. Seitz, and R. Szeliski Finding path through the world's photos Proceedings of ACM Transactions on Graphics (SIGGRAPH 2008) 27 3 2008 11 21
15. S. Snavely, S. Seitz, and R. Szeliski Modeling the world from internet photo collections International Journal of Computer Vision 2007
16. M. Brown, and D. Lowe Unsupervised 3D object recognition and reconstruction in unordered datasets Proc., International Conference on 3D digital imaging and modeling 2005 56 63
17. M. Golparvar Fard, and F. Peña-Mora Application of visualization techniques for construction progress monitoring Proceedings of the ASCE International Workshop on Computing in Civil Engineering, Pittsburgh, PA 261 27 2007 216 223
18. J.S. Bohn, and J. Teizer Benefits and barriers of construction project monitoring using hi-resolution automated cameras in print ASCE Journal of Construction Engineering and Management 2009 http://dx.doi.org/10.1061/(ASCE)CO. 1943-7862.0000164
19. M. Golparvar-Fard, F. Peña-Mora, C. Arboleda, and S. Lee Visualization of construction progress monitoring with 4D simulation model overlaid on time-lapsed photographs ASCE Journal of Computing in Civil Eng., Special Issue on Graphical 3D Visualization in AEC 23 6 2009 391 404
20. S. Leung, S. Mak, and B. Lee Using a real-time integrated communication system to monitor the progress and quality of construction works Automation in Construction 17 6 2008 749 757
21. R. Hartley, and A. Zisserman Multiple View Geometry 2004 Cambridge University Press Cambridge, UK
22. M. Pollefeys, L. van Gool, M. Vergaumen, F. Verbiest, K. Cornelis, J. Tops, and R. Koch Visual modeling with a hand-held camera International Journal of Computer Vision 59 3 2004 207 232
23. C. Engels, H. Stewénius, and D. Nistér Bundle adjustment rules Photogrammetric Computer Vision (PCV) 2006
24. O. Faugeras, and B. Mourrain On the geometry and algebra of the point and line correspondences between N images Proc., Fifth International Conference on Computer Vision 1995 951 960
25. B. Triggs, P. McLauchla, R. Hartley, and A. Fitzgibbon Bundle Adjustment-A Modern Synthesis Proc., ICCV International Workshop on Vision Algorithms. Springer-Verlag 1999 298 372
26. A. Akbarzadeh, J.-M. Frahm, P. Mordohai, B. Clipp, C. Engels, D. Gallup, P. Merrell, M. Phelps, S. Sinha, B. Talton, L. Wang, Q. Yang, H. Stewenius, R. Yang, G. Welch, H. Towles, D. Nistér, and M. Pollefeys Proc: Third International Symposium on 3D Data Processing, Visualization and Transmission, 3DPVT 2006
27. W. Zhao, D. Nistér, and S. Hsu Alignment of Continuous Video onto 3D Point Clouds IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 27 8 2005 1305 1318 (Pubitemid 41245059)
28. W. Boehler, and A. Marbs Investigating laser scanner accuracy. institute for spatial information and surveying technology 2003 University of Applied Sciences Mainz, Germany
29. M. Golparvar-Fard, F. Peña-Mora, and S. Savarese Sparse reconstruction and geo-registration of daily site photographs for representation of as-built construction scene and automatic construction progress data collection Proc., International Symposium on Automation and Robotics in Construction, Austin, TX 2009
30. K. Mikolajczyk, T. Tuytelaars, C. Schmid, A. Zisserman, J. Matas, F. Schaffalitzky, T. Kadir, and L. van Gool A comparison of affine region detectors International Journal of Computer Vision 65 1/2 2005 43 72 (Pubitemid 43281159)
31. J. Niebles, H. Wang, and L. Fei-Fei Unsupervised learning of human action categories using spatial-temporal words Proc., British Machine Vision Conference (BMVC) 2006
32. S. Savarese, and L. Fei-Fei 3D generic object categorization, localization and pose estimation Proc., IEEE International Conference in Computer Vision (ICCV).-Brazil 2007
33. S. Arya, D. Mount, N. Netanyahu, R. Silverman, and A. Wu An optimal algorithm for approximate nearest neighbor searching fixed dimensions Journal of the ACM 45 6 1998 891 923
34. M. Fischler, and R. Bolles Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography Communications of the ACM 24 6 1981 381 395 (Pubitemid 12444102)
35. M. Lourakis, and A. Argyros The design and implementation of a generic sparse bundle adjustment software package based on the Levenberg-Marquardt algorithm (Technical Report 340) 2004 Inst. of Computer Science-FORTH Heraklion, Crete, Greece Available from www.ics.forth.gr/~lourakis/sba
36. D. Nistér An efficient solution to the five-point relative pose problem IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 26 6 2004 756 770
37. M. Goesele, N. Snavely, B. Curless, H. Hoppe, and S. Seitz Multi-view stereo for community photo collections Proc., IEEE International Conference in Computer Vision (ICCV).-Brazil 2007
38. D. Nistér, and A. Davison Real-time motion and structure estimation from moving cameras Tutorial at CVRP 2005
39. F. Boukamp, and B. Akinci Automated reasoning about construction specifications to support inspection and quality control Automation in Construction 17 1 2007 90 106 (Pubitemid 47223676)