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Journal ArticleDOI

Automatic reconstruction of as-built building information models from laser-scanned point clouds: A review of related techniques

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TLDR
This article surveys techniques developed in civil engineering and computer science that can be utilized to automate the process of creating as-built BIMs and outlines the main methods used by these algorithms for representing knowledge about shape, identity, and relationships.
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This article is published in Automation in Construction.The article was published on 2010-11-01. It has received 789 citations till now. The article focuses on the topics: Information model & Computer Aided Design.

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Citations
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ICT-based integrated framework for smart facility management: an industry perspective

TL;DR: An integrated framework for smart FM to improve decision-making, capitalizing on the ICT applications is provided and can assist the decision-makers to have comprehensive information about facilities and systematize the communication among stakeholders.

Automated Spatial Change Analysis of Building Systems Using 3D Imagery Data

TL;DR: This paper shows that currently-adopted neighborhoodsearching-based analysis fails in detecting changes of 3D curvilinear objects packed in small spaces, and proposes to model the geometric and topological relationships among 3D curves as the theoretic basis of a robust spatial change analysis approach of building systems.
Journal ArticleDOI

A systematic mapping of BIM and digital technologies for architectural heritage

TL;DR: In this article, a systematic and robust review using a mixed-method approach to show the gaps of research for BIM and architectural heritage and point to new directions for future works is presented.
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Research of fast point cloud registration method in construction error analysis of hull blocks

TL;DR: Experimental results indicate that the proposed approach to addressing the registration problem which is the most important issue in comparing the measurement point cloud and the design model is fast and accurate, and that applying TLS to control the construction quality of hull blocks is reliable and feasible.
References
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Journal ArticleDOI

Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography

TL;DR: New results are derived on the minimum number of landmarks needed to obtain a solution, and algorithms are presented for computing these minimum-landmark solutions in closed form that provide the basis for an automatic system that can solve the Location Determination Problem under difficult viewing.
Journal ArticleDOI

A taxonomy and evaluation of dense two-frame stereo correspondence algorithms

TL;DR: This paper has designed a stand-alone, flexible C++ implementation that enables the evaluation of individual components and that can easily be extended to include new algorithms.
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Recognition-by-Components: A Theory of Human Image Understanding.

TL;DR: Recognition-by-components (RBC) provides a principled account of the heretofore undecided relation between the classic principles of perceptual organization and pattern recognition.
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The FERET evaluation methodology for face-recognition algorithms

TL;DR: Two of the most critical requirements in support of producing reliable face-recognition systems are a large database of facial images and a testing procedure to evaluate systems.
Proceedings ArticleDOI

A volumetric method for building complex models from range images

TL;DR: This paper presents a volumetric method for integrating range images that is able to integrate a large number of range images yielding seamless, high-detail models of up to 2.6 million triangles.
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