Integrated Sequential As-Built and As-Planned Representation with D4AR Tools in Support of Decision-Making Tasks in the AEC/FM Industry

The significant advancement in digital imaging and widespread popularity of digital cameras for capturing a comprehensive visual record of construction performance in the architecture, engineering, construction, and facility management (AEC/FM) industries have triggered an extensive growth in the rate of site photography, allowing hundreds of images to be stored for a project on a daily basis. Meanwhile, collaborative AEC technologies centering around building information models (BIMs) are becoming widely applied to support various architectural, structural, and preconstruction decision-making tasks. These models, if integrated with the as-built perspective of a construction, have great potential to extensively add value during the construction phase of a project. This paper reports recent developments from research efforts in (1) automated acquisition of as-built point-cloud models from unordered daily site photo collections and geo-registration of site images, (2) automated generation of four-dimensiona...

[1]  Lucio Soibelman,et al.  Multimodal Image Retrieval from Construction Databases and Model-Based Systems , 2006 .

[2]  Luc Van Gool,et al.  3D Urban Scene Modeling Integrating Recognition and Reconstruction , 2008, International Journal of Computer Vision.

[3]  Berthold K. P. Horn,et al.  Closed-form solution of absolute orientation using unit quaternions , 1987 .

[4]  Andrew W. Fitzgibbon,et al.  Bundle Adjustment - A Modern Synthesis , 1999, Workshop on Vision Algorithms.

[5]  Martin Fischer,et al.  Areas of Application for 3D and 4D Models on Construction Projects , 2008 .

[6]  Vineet R. Kamat,et al.  Software mechanisms for extensible and scalable 3D visualization of construction operations , 2008, Adv. Eng. Softw..

[7]  Erez N. Allouche,et al.  PHOTO-NET II: a computer-based monitoring system applied to project management , 2003 .

[8]  Reinhard Koch,et al.  Visual Modeling with a Hand-Held Camera , 2004, International Journal of Computer Vision.

[9]  Feniosky Peña-Mora,et al.  Visual representation of construction progress monitoring metrics on time-lapse photographs , 2007 .

[10]  Nanning Zheng,et al.  AN Extension of the ICP Algorithm Considering Scale Factor , 2007, 2007 IEEE International Conference on Image Processing.

[11]  Silvio Savarese,et al.  3D generic object categorization, localization and pose estimation , 2007, 2007 IEEE 11th International Conference on Computer Vision.

[12]  E. H. Thompson A RATIONAL ALGEBRAIC FORMULATION OF THE PROBLEM OF RELATIVE ORIENTATION , 2006 .

[13]  David G. Lowe,et al.  Distinctive Image Features from Scale-Invariant Keypoints , 2004, International Journal of Computer Vision.

[14]  Andrew Zisserman,et al.  Multiple View Geometry in Computer Vision (2nd ed) , 2003 .

[15]  Cordelia Schmid,et al.  A Comparison of Affine Region Detectors , 2005, International Journal of Computer Vision.

[16]  Mani Golparvar-Fard,et al.  Evaluation of image-based modeling and laser scanning accuracy for emerging automated performance monitoring techniques , 2011 .

[17]  H. W. Parker,et al.  Productivity improvement in construction , 1988 .

[18]  Robert C. Bolles,et al.  Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography , 1981, CACM.

[19]  Les Gasser,et al.  Methodology for the Integration of Project Documents in Model-Based Information Systems , 2005 .

[20]  Richard Szeliski,et al.  Reconstructing building interiors from images , 2009, 2009 IEEE 12th International Conference on Computer Vision.

[21]  Luc Van Gool,et al.  Procedural modeling of buildings , 2006, SIGGRAPH 2006.

[22]  Donn E. Hancher,et al.  Multimedia for Construction Project Management: Project Navigator , 1998 .

[23]  Christopher G. Harris,et al.  A Combined Corner and Edge Detector , 1988, Alvey Vision Conference.

[24]  David Nistér,et al.  An efficient solution to the five-point relative pose problem , 2004, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[25]  Osama Abudayyeh Audio/visual information in construction project control , 1997 .

[26]  Mani Golparvar-Fard,et al.  Visualization of construction progress monitoring with 4D simulation model overlaid on time-lapsed photographs , 2009 .

[27]  Naruo Kano,et al.  Comparison of construction photograph and VR image in construction progress , 2008 .

[28]  X. Zhang,et al.  Towards automated progress assessment of workpackage components in construction projects using computer vision , 2009, Adv. Eng. Informatics.

[29]  Burcu Akinci,et al.  Technological assessment and process implications of field data capture technologies for construction and facility/infrastructure management , 2008, J. Inf. Technol. Constr..

[30]  Paul J. Besl,et al.  A Method for Registration of 3-D Shapes , 1992, IEEE Trans. Pattern Anal. Mach. Intell..

[31]  Richard Szeliski,et al.  Modeling the World from Internet Photo Collections , 2008, International Journal of Computer Vision.

[32]  Luc Van Gool,et al.  From images to 3D models , 2002, CACM.

[33]  Pavan Meadati,et al.  Integrating Construction Process Documentation into Building Information Modeling , 2008 .