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
Camera Marker Networks for Pose Estimation and Scene Understanding in Construction Automation and Robotics.
TL;DR: In this paper, the authors propose a novel approach to solve the problem of homonymity in homonymization, i.e., homonymonymity-based homonymisation.
Journal ArticleDOI
Ontology-based HBIM for historic buildings with traditional woodwork in Taiwan
TL;DR: This study aims to integrate the HBIM and CIDOC CRM to construct a framework and comprehensive operational procedure for the modeling of traditional Minan architecture and a database with complete semantics archiving the background and restoration data.
Journal ArticleDOI
Performance boosting of conventional deep learning-based semantic segmentation leveraging unsupervised clustering
Jong Won Ma,Fernanda Leite +1 more
TL;DR: In this paper , a segment-wise classification framework was proposed to solve the class imbalance problem and dataset augmentation ability for improving the performance of unsupervised clustering method for segmentation and classification.
Journal ArticleDOI
3D Indoor Modeling Based on Terrestrial Laser Scanning
TL;DR: In this paper, the authors evaluated the time efficiency and the locational accuracy of an AMCW type and a direct TOF type of terr estrial laser scanning methods in comparison with the observation using a total station.
Journal ArticleDOI
User-Guided Dimensional Analysis of Indoor Building Environments from Single Frames of RGB-D Sensors
TL;DR: In many construction, facility management, and inspection tasks, dimensional analysis of geometric features and artifacts is significant for spatial analysis and decision making.
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.