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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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Proceedings ArticleDOI

Robust Context Free Segmentation of Unordered 3D Point Cloud Models

TL;DR: A new region growing method for robust context-free segmentation of unordered point clouds based on geometrical continuities is proposed that can account for variability in point cloud density, surface roughness, curvature, and clutter within a single scene.

Thermographic 3D models as the foundation for Building Information Models

TL;DR: In this paper, 3D features extracted for this purpose are also used in the generation of a Building Information Model (BIM) including thermographic information (both visual and purely thermal), thereby maximizing the information available.
Journal ArticleDOI

Proposing 3D Thermal Technology for Heritage Building Energy Monitoring

TL;DR: This paper provides a detailed definition of the most significant aspects of this new extended methodology and presents a case study showing the potential of 3D-TCV techniques and how they may complement current techniques.
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Fusing Georeferenced and Stereoscopic Image Data for 3D Building Façade Reconstruction

TL;DR: The proposed multimodal fusing scheme results in an accurate 3D realistic facade reconstruction and provides a fast and low cost solution.
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Digital Twin Technology for Bridge Maintenance using 3D Laser Scanning: A Review

TL;DR: The findings demonstrate that information standardization is the first significant obstacle to be addressed before the construction sector can benefit from the usage of Digital Twin, and proposes a conceptual framework for building management using Digital Twins as a starting point for future research.
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.
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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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