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.About:
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.read more
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Dissertation
Development of Transformations between Designed and Built Structural Systems and Pipe Assemblies
Book ChapterDOI
Structure Reconstruction of Indoor Scene from Terrestrial Laser Scanner
TL;DR: An automatic approach to reconstruct the structure of indoor scene from point clouds acquired by registering several scans and reveals that the indoor scene could be correctly extracted and modeled.
DissertationDOI
Automatic modeling of building interiors using low-cost sensor systems
TL;DR: In this paper, an automatic workflow consisting of two main phases is presented to increase the automation level of the reconstruction task, while making fewer assumptions regarding the room shapes, even from the data collected by low-cost sensor systems subject to a high level of noise or occlusions.
Posted Content
Deep-learning-based classification and retrieval of components of a process plant from segmented point clouds.
Hyungki Kim,Duhwan Mun +1 more
TL;DR: This study experimented with the possibility of applying object recognition technology based on 3D deep learning networks, which have been showing high performance recently, and analyzed the results.
Book ChapterDOI
Model Reconstruction of Real-World 3D Objects: An Application with Microsoft HoloLens
TL;DR: In this paper, a pipeline for an automated ray-casting-based texture mapping approach to the object mesh geometry acquirable from HoloLens is proposed, which produces acceptable reconstruction quality with efficient computation.
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.
Journal ArticleDOI
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.
Journal ArticleDOI
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
Brian Curless,Marc Levoy +1 more
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.