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Automated digital modeling of existing buildings: A review of visual object recognition methods

https://doi.org/10.1016/j.autcon.2020.103131

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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The CIEDE2000 color-difference formula: Implementation notes, supplementary test data, and mathematical observations

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Introduction to algorithms

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Encyclopedia of Machine Learning and Data Mining

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3D Recurrent Neural Networks with Context Fusion for Point Cloud Semantic Segmentation

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3DMV: Joint 3D-Multi-view Prediction for 3D Semantic Scene Segmentation

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Pipe-Run Extraction and Reconstruction from Point Clouds

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Advances in 3D Geoinformation

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Automatic Semantic and Geometric Enrichment of CityGML Building Models Using HOG-Based Template Matching

inferredcites →https://doi.org/10.1007/978-3-319-48496-9openalex-snapshot

Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection

inferredcites →https://doi.org/10.1007/978-3-319-48496-9_48openalex-snapshot

From SfM to Semantic-Aware BIM Objects of Architectural Elements

inferredcites →https://doi.org/10.1007/978-3-319-91635-4_10openalex-snapshot

3DFacilities: Annotated 3D Reconstructions of Building Facilities

inferredcites →https://doi.org/10.1007/978-3-319-92862-3_2openalex-snapshot

Principles of Geometric Modeling

inferredcites →https://doi.org/10.1007/978-3-642-16370-8_6openalex-snapshot

Real-Time Door Detection Based on AdaBoost Learning Algorithm

inferredcites →https://doi.org/10.1007/s00371-016-1230-3openalex-snapshot

Bayesian graph-cut optimization for wall surfaces reconstruction in indoor environments

inferredcites →https://doi.org/10.1007/s11263-014-0711-yopenalex-snapshot

Reconstructing the World’s Museums

inferredcites →https://doi.org/10.1007/s11263-015-0816-yopenalex-snapshot

ImageNet Large Scale Visual Recognition Challenge

inferredcites →https://doi.org/10.1007/s11633-016-0965-7openalex-snapshot

Towards automatic generation of as-built BIM: 3D building facade modeling and material recognition from images

inferredcites →https://doi.org/10.1016/0262-8856(92)90068-eopenalex-snapshot

3D measurements from imaging laser radars: how good are they?

inferredcites →https://doi.org/10.1016/j.aei.2009.08.006openalex-snapshot

Automated recognition of 3D CAD model objects in laser scans and calculation of as-built dimensions for dimensional compliance control in construction

inferredcites →https://doi.org/10.1016/j.aei.2013.10.001openalex-snapshot

Classification of major construction materials in construction environments using ensemble classifiers

inferredcites →https://doi.org/10.1016/j.aei.2013.11.002openalex-snapshot

Vision-based material recognition for automated monitoring of construction progress and generating building information modeling from unordered site image collections

inferredcites →https://doi.org/10.1016/j.aei.2014.04.001openalex-snapshot

Automated 3D compliance checking in pipe spool fabrication

inferredcites →https://doi.org/10.1016/j.aei.2015.01.001openalex-snapshot

State of research in automatic as-built modelling

inferredcites →https://doi.org/10.1016/j.aei.2015.01.012openalex-snapshot

Automated as-built 3D reconstruction of civil infrastructure using computer vision: Achievements, opportunities, and challenges

inferredcites →https://doi.org/10.1016/j.aei.2016.03.005openalex-snapshot

Parametric as-built model generation of complex shapes from point clouds

inferredcites →https://doi.org/10.1016/j.aei.2017.10.001openalex-snapshot

Semantic as-built 3D modeling of structural elements of buildings based on local concavity and convexity

inferredcites →https://doi.org/10.1016/j.aei.2018.05.001openalex-snapshot

Scan-to-BIM for ‘secondary’ building components

inferredcites →https://doi.org/10.1016/j.autcon.2009.07.001openalex-snapshot

Quantification of edge loss of laser scanned data at spatial discontinuities

inferredcites →https://doi.org/10.1016/j.autcon.2010.03.003openalex-snapshot

3D structural component recognition and modeling method using color and 3D data for construction progress monitoring

inferredcites →https://doi.org/10.1016/j.autcon.2010.06.007openalex-snapshot

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

inferredcites →https://doi.org/10.1016/j.autcon.2010.06.008openalex-snapshot

Parameter optimization for automated concrete detection in image data

inferredcites →https://doi.org/10.1016/j.autcon.2010.07.016openalex-snapshot

Detection of large-scale concrete columns for automated bridge inspection

inferredcites →https://doi.org/10.1016/j.autcon.2011.10.003openalex-snapshot

Automated progress tracking using 4D schedule and 3D sensing technologies

inferredcites →https://doi.org/10.1016/j.autcon.2012.10.006openalex-snapshot

Automatic creation of semantically rich 3D building models from laser scanner data

inferredcites →https://doi.org/10.1016/j.autcon.2013.10.023openalex-snapshot

Building Information Modeling (BIM) for existing buildings — Literature review and future needs

inferredcites →https://doi.org/10.1016/j.autcon.2014.02.021openalex-snapshot

Productive modeling for development of as-built BIM of existing indoor structures

inferredcites →https://doi.org/10.1016/j.autcon.2014.03.028openalex-snapshot

Automating surface flatness control using terrestrial laser scanning and building information models

inferredcites →https://doi.org/10.1016/j.autcon.2014.05.014openalex-snapshot

The value of integrating Scan-to-BIM and Scan-vs-BIM techniques for construction monitoring using laser scanning and BIM: The case of cylindrical MEP components

inferredcites →https://doi.org/10.1016/j.autcon.2014.07.009openalex-snapshot

Mapping actual thermal properties to building elements in gbXML-based BIM for reliable building energy performance modeling

inferredcites →https://doi.org/10.1016/j.autcon.2015.04.005openalex-snapshot

Automated assembly discrepancy feedback using 3D imaging and forward kinematics

inferredcites →https://doi.org/10.1016/j.autcon.2016.08.011openalex-snapshot

Pipe spool recognition in cluttered point clouds using a curvature-based shape descriptor

inferredcites →https://doi.org/10.1016/j.autcon.2016.11.009openalex-snapshot

Automated computer vision-based detection of components of under-construction indoor partitions

inferredcites →https://doi.org/10.1016/j.autcon.2016.11.011openalex-snapshot

Toward automatic generation of 3D steel structures for building information modelling

inferredcites →https://doi.org/10.1016/j.autcon.2016.12.001openalex-snapshot

Kinematics chain based dimensional variation analysis of construction assemblies using building information models and 3D point clouds

inferredcites →https://doi.org/10.1016/j.autcon.2017.10.016openalex-snapshot

Door detection in 3D coloured point clouds of indoor environments

inferredcites →https://doi.org/10.1016/j.autcon.2017.10.027openalex-snapshot

Interior construction state recognition with 4D BIM registered image sequences

inferredcites →https://doi.org/10.1016/j.autcon.2017.10.033openalex-snapshot

Performance evaluation of 3D descriptors for object recognition in construction applications

inferredcites →https://doi.org/10.1016/j.autcon.2017.12.029openalex-snapshot

6D DBSCAN-based segmentation of building point clouds for planar object classification

inferredcites →https://doi.org/10.1016/j.autcon.2018.03.017openalex-snapshot

Deconstruction project planning of existing buildings based on automated acquisition and reconstruction of building information

inferredcites →https://doi.org/10.1016/j.autcon.2018.03.034openalex-snapshot

Image-driven fuzzy-based system to construct as-is IFC BIM objects

inferredcites →https://doi.org/10.1016/j.autcon.2018.05.009openalex-snapshot

Automatic building information model reconstruction in high-density urban areas: Augmenting multi-source data with architectural knowledge

inferredcites →https://doi.org/10.1016/j.autcon.2018.10.007openalex-snapshot

Automatic window detection in facade images

inferredcites →https://doi.org/10.1016/j.autcon.2019.03.013openalex-snapshot

Extraction of pipes and flanges from point clouds for automated verification of pre-fabricated modules in oil and gas refinery projects

inferredcites →https://doi.org/10.1016/j.cag.2014.07.005openalex-snapshot

Automatic room detection and reconstruction in cluttered indoor environments with complex room layouts

inferredcites →https://doi.org/10.1016/j.cag.2015.07.008openalex-snapshot

Automatic reconstruction of parametric building models from indoor point clouds

inferredcites →https://doi.org/10.1016/j.conbuildmat.2018.07.082openalex-snapshot

The feasibility of short-wave infrared spectrometry in assessing water-to-cement ratio and density of hardened concrete

inferredcites →https://doi.org/10.1016/j.cviu.2013.04.005openalex-snapshot

50 Years of object recognition: Directions forward

inferredcites →https://doi.org/10.1016/j.enbuild.2013.02.064openalex-snapshot

Indoor daylight simulation performed on automatically generated as-built 3D models

inferredcites →https://doi.org/10.1016/j.jag.2004.10.006openalex-snapshot

Building reconstruction from images and laser scanning

inferredcites →https://doi.org/10.1016/j.jobe.2018.04.027openalex-snapshot

Classification of sensor independent point cloud data of building objects using random forests

inferredcites →https://doi.org/10.1016/j.optlaseng.2011.02.010openalex-snapshot

Rapid 3D surface profile measurement of industrial parts using two-level structured light patterns

inferredcites →https://doi.org/10.1016/j.patrec.2015.08.014openalex-snapshot

Recovering an indoor 3D layout with top-down semantic segmentation from a single image

inferredcites →https://doi.org/10.1016/j.robot.2008.03.003openalex-snapshot

Visual door detection integrating appearance and shape cues

inferredcites →https://doi.org/10.1061/(asce)0887-3801(2010)24:1(56)openalex-snapshot

Object Recognition in Construction-Site Images Using 3D CAD-Based Filtering

inferredcites →https://doi.org/10.1061/(asce)co.1943-7862.0000565openalex-snapshot

Comparison of Image-Based and Time-of-Flight-Based Technologies for Three-Dimensional Reconstruction of Infrastructure

inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0000053openalex-snapshot

Concrete Column Recognition in Images and Videos

inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0000141openalex-snapshot

Automated Color Model–Based Concrete Detection in Construction-Site Images by Using Machine Learning Algorithms

inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0000205openalex-snapshot

Automated Progress Monitoring Using Unordered Daily Construction Photographs and IFC-Based Building Information Models

inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0000329openalex-snapshot

Automatic Detection of Cylindrical Objects in Built Facilities

inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0000401openalex-snapshot

Fully Automated As-Built 3D Pipeline Extraction Method from Laser-Scanned Data Based on Curvature Computation

inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0000524openalex-snapshot

Big-Data Approach for Three-Dimensional Building Extraction from Aerial Laser Scanning

inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0000652openalex-snapshot

Image-Based Technologies for Constructing As-Is Building Information Models for Existing Buildings

inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0000754openalex-snapshot

Automatic As-Built BIM Creation of Precast Concrete Bridge Deck Panels Using Laser Scan Data

inferredcites →https://doi.org/10.1061/9780784412329.103openalex-snapshot

Sensor Modeling of Laser Scanners for Automated Scan Planning on Construction Jobsites

inferredcites →https://doi.org/10.1061/9780784412329.124openalex-snapshot

Developing As-Built Building Information Model Using Construction Process History Captured by a Laser Scanner and a Camera

inferredcites →https://doi.org/10.1061/9780784413029.074openalex-snapshot

Detecting, Fitting, and Classifying Surface Primitives for Infrastructure Point Cloud Data

inferredcites →https://doi.org/10.1061/9780784413517.094openalex-snapshot

Automatic As-is 3D Building Models Creation from Unorganized Point Clouds

inferredcites →https://doi.org/10.1061/9780784413616.011openalex-snapshot

Robust NURBS Surface Fitting from Unorganized 3D Point Clouds for Infrastructure As-Built Modeling

inferredcites →https://doi.org/10.1061/9780784413616.044openalex-snapshot

Drywall State Detection in Image Data for Automatic Indoor Progress Monitoring

inferredcites →https://doi.org/10.1061/9780784413616.051openalex-snapshot

Automatic Generation of As-Built Geometric Civil Infrastructure Models from Point Cloud Data

inferredcites →https://doi.org/10.1061/9780784413616.119openalex-snapshot

Automated In-Placed Brick Counting for Façade Construction Progress Estimation

inferredcites →https://doi.org/10.1061/9780784479827.229openalex-snapshot

Detection of Walls, Floors, and Ceilings in Point Cloud Data

inferredcites →https://doi.org/10.1061/9780784479827.256openalex-snapshot

Automated Visual Recognition of Indoor Project-Related Objects: Challenges and Solutions

inferredcites →https://doi.org/10.1061/9780784481264.022openalex-snapshot

Region Proposal Mechanism for Building Element Recognition for Advanced Scan-to-BIM Process

inferredcites →https://doi.org/10.1061/9780784482445.009openalex-snapshot

CLOI: A Shape Classification Benchmark Dataset for Industrial Facilities

inferredcites →https://doi.org/10.1109/3dimpvt.2011.42openalex-snapshot

3D Reconstruction of Interior Wall Surfaces under Occlusion and Clutter

inferredcites →https://doi.org/10.1109/3dv.2016.62openalex-snapshot

Regularized 3D Modeling from Noisy Building Reconstructions

inferredcites →https://doi.org/10.1109/3dv.2016.83openalex-snapshot

Room Layout Estimation with Object and Material Attributes Information Using a Spherical Camera

inferredcites →https://doi.org/10.1109/3dv.2017.00044openalex-snapshot

Variational Building Modeling from Urban MVS Meshes

inferredcites →https://doi.org/10.1109/3dv.2017.00067openalex-snapshot

SEGCloud: Semantic Segmentation of 3D Point Clouds

inferredcites →https://doi.org/10.1109/3dv.2017.00081openalex-snapshot

Matterport3D: Learning from RGB-D Data in Indoor Environments

inferredcites →https://doi.org/10.1109/3dv.2018.00068openalex-snapshot

Learning a Hierarchical Latent-Variable Model of 3D Shapes

inferredcites →https://doi.org/10.1109/cvpr.2012.6247999openalex-snapshot

RGB-(D) scene labeling: Features and algorithms

inferredcites →https://doi.org/10.1109/cvpr.2013.79openalex-snapshot

Perceptual Organization and Recognition of Indoor Scenes from RGB-D Images

inferredcites →https://doi.org/10.1109/cvpr.2014.488openalex-snapshot

A Mixture of Manhattan Frames: Beyond the Manhattan World

inferredcites →https://doi.org/10.1109/cvpr.2015.7298963openalex-snapshot

Rent3D: Floor-plan priors for monocular layout estimation

inferredcites →https://doi.org/10.1109/cvpr.2015.7299001openalex-snapshot

Robust Manhattan Frame estimation from a single RGB-D image

inferredcites →https://doi.org/10.1109/cvpr.2016.170openalex-snapshot

3D Semantic Parsing of Large-Scale Indoor Spaces

inferredcites →https://doi.org/10.1109/cvpr.2016.346openalex-snapshot

Large-Scale Semantic 3D Reconstruction: An Adaptive Multi-resolution Model for Multi-class Volumetric Labeling

inferredcites →https://doi.org/10.1109/cvpr.2016.356openalex-snapshot

Online Reconstruction of Indoor Scenes from RGB-D Streams

inferredcites →https://doi.org/10.1109/cvpr.2016.609openalex-snapshot

Volumetric and Multi-view CNNs for Object Classification on 3D Data

inferredcites →https://doi.org/10.1109/cvpr.2017.261openalex-snapshot

ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes

inferredcites →https://doi.org/10.1109/cvpr.2017.28openalex-snapshot

Semantic Scene Completion from a Single Depth Image

inferredcites →https://doi.org/10.1109/cvpr.2018.00472openalex-snapshot

VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection

inferredcites →https://doi.org/10.1109/cvpr.2018.00481openalex-snapshot

ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans

inferredcites →https://doi.org/10.1109/cvpr.2019.00455openalex-snapshot

3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans

inferredcites →https://doi.org/10.1109/iccv.2011.6126329openalex-snapshot

2D-3D fusion for layer decomposition of urban facades

inferredcites →https://doi.org/10.1109/iccv.2011.6126353openalex-snapshot

Building large urban environments from unstructured point data

inferredcites →https://doi.org/10.1109/iccv.2015.249openalex-snapshot

Semantically-Aware Aerial Reconstruction from Multi-modal Data

inferredcites →https://doi.org/10.1109/icinfa.2006.374113openalex-snapshot

Investigating the Performance of Corridor and Door Detection Algorithms in Different Environments

inferredcites →https://doi.org/10.1109/icip.2012.6467225openalex-snapshot

Planar 3D modeling of building interiors from point cloud data

inferredcites →https://doi.org/10.1109/icra.2014.6907236openalex-snapshot

Dense 3D semantic mapping of indoor scenes from RGB-D images

inferredcites →https://doi.org/10.1109/ipin.2016.7743677openalex-snapshot

Door detection in 3D colored laser scans for autonomous indoor navigation

inferredcites →https://doi.org/10.1109/iros.2008.4650961openalex-snapshot

Assessment of Laser Range Finders in risky environments

inferredcites →https://doi.org/10.1109/tkde.2009.191openalex-snapshot

A Survey on Transfer Learning

inferredcites →https://doi.org/10.1109/tpami.2013.64openalex-snapshot

A Framework for Automatic Modeling from Point Cloud Data

inferredcites →https://doi.org/10.1109/tpami.2014.2316828openalex-snapshot

3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey

inferredcites →https://doi.org/10.1109/tpami.2016.2613051openalex-snapshot

Dense Semantic 3D Reconstruction

inferredcites →https://doi.org/10.1109/tpami.2018.2799944openalex-snapshot

Robust and Globally Optimal Manhattan Frame Estimation in Near Real Time

inferredcites →https://doi.org/10.1111/cgf.12077openalex-snapshot

A Survey of Urban Reconstruction

inferredcites →https://doi.org/10.1111/cgf.13015openalex-snapshot

Piecewise‐planar Reconstruction of Multi‐room Interiors with Arbitrary Wall Arrangements

inferredcites →https://doi.org/10.1111/mice.12192openalex-snapshot

Non‐Uniform B‐Spline Surface Fitting from Unordered 3D Point Clouds for As‐Built Modeling

inferredcites →https://doi.org/10.1111/mice.12306openalex-snapshot

Automated Model‐Based Finding of 3D Objects in Cluttered Construction Point Cloud Models

inferredcites →https://doi.org/10.1145/1873951.1874156openalex-snapshot

Context-based indoor object detection as an aid to blind persons accessing unfamiliar environments

inferredcites →https://doi.org/10.1145/2424321.2424335openalex-snapshot

CrowdInside

inferredcites →https://doi.org/10.1145/3072959.3054739openalex-snapshot

BundleFusion

inferredcites →https://doi.org/10.1177/1063293x16670449openalex-snapshot

Automatic as-built modeling for concurrent progress tracking of plant construction based on laser scanning

inferredcites →https://doi.org/10.1201/9781420068061openalex-snapshot

CAD and GIS Integration

inferredcites →https://doi.org/10.1260/1478-0771.8.1.55openalex-snapshot

Automated 3D Reconstruction of Interiors from Point Clouds

inferredcites →https://doi.org/10.14483/udistrital.jour.reving.2016.3.a04openalex-snapshot

Modelado Semántico 3D de Ambientes Interiores basado en Nubes de Puntos y Relaciones Contextuales

inferredcites →https://doi.org/10.22260/isarc2016/0015openalex-snapshot

Automatic Reconstruction of As-built BIM from Laser Scanned Data of Precast Concrete Elements for Dimensional Quality Assessment

inferredcites →https://doi.org/10.22260/isarc2017/0122openalex-snapshot

Building Element Recognition with Thermal-Mapped Point Clouds

inferredcites →https://doi.org/10.3390/app7101030openalex-snapshot

From Point Clouds to Building Information Models: 3D Semi-Automatic Reconstruction of Indoors of Existing Buildings

inferredcites →https://doi.org/10.3390/rs71215827openalex-snapshot

Multi-Sensor As-Built Models of Complex Industrial Architectures

inferredcites →https://doi.org/10.3390/s121216099openalex-snapshot

Automatic Method for Building Indoor Boundary Models from Dense Point Clouds Collected by Laser Scanners

inferredcites →https://doi.org/10.3390/s19040810openalex-snapshot

Object Recognition, Segmentation, and Classification of Mobile Laser Scanning Point Clouds: A State of the Art Review

inferredcites →https://doi.org/10.48550/arxiv.1301.3572openalex-snapshot

Indoor Semantic Segmentation using depth information

inferredcites →https://doi.org/10.48550/arxiv.1511.07041openalex-snapshot

SceneNet: Understanding Real World Indoor Scenes With Synthetic Data

inferredcites →https://doi.org/10.48550/arxiv.1702.04405openalex-snapshot

ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes

inferredcites →https://doi.org/10.48550/arxiv.1706.02413openalex-snapshot

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

inferredcites →https://doi.org/10.48550/arxiv.1706.05587openalex-snapshot

Rethinking Atrous Convolution for Semantic Image Segmentation

inferredcites →https://doi.org/10.48550/arxiv.1804.00257openalex-snapshot

Real-time Progressive 3D Semantic Segmentation for Indoor Scene

inferredcites →https://doi.org/10.5176/2301-394x_ace16.83openalex-snapshot

Automated Semantic Labelling of 3D Vector Models for Scan-to-BIM

inferredcites →https://doi.org/10.5194/isprs-annals-iv-2-1-2018openalex-snapshot

H-RANSAC: A HYBRID POINT CLOUD SEGMENTATION COMBINING 2D AND 3D DATA

inferredcites →https://doi.org/10.5194/isprs-annals-iv-2-33-2018openalex-snapshot

IFCWALL RECONSTRUCTION FROM UNSTRUCTURED POINT CLOUDS

inferredcites →https://doi.org/10.5194/isprs-annals-iv-2-w1-23-2016openalex-snapshot

TOWARDS AUTOMATIC SEMANTIC LABELLING OF 3D CITY MODELS

inferredcites →https://doi.org/10.5194/isprs-annals-iv-2-w2-9-2017openalex-snapshot

BIM AUTOMATION: ADVANCED MODELING GENERATIVE PROCESS FOR COMPLEX STRUCTURES

inferredcites →https://doi.org/10.5194/isprs-archives-xlii-2-w3-651-2017openalex-snapshot

PARAMETRIC MODELLING OF AS-BUILT BEAM FRAMED STRUCTURE IN BIM ENVIRONMENT

inferredcites →https://doi.org/10.5194/isprsannals-ii-3-w4-17-2015openalex-snapshot

GRAMMAR-SUPPORTED 3D INDOOR RECONSTRUCTION FROM POINT CLOUDS FOR “AS-BUILT” BIM

inferredcites →https://doi.org/10.5194/isprsarchives-xl-5-w2-43-2013openalex-snapshot

3D MODELING AND DATA ENRICHMENT IN DIGITAL RECONSTRUCTION OF ARCHITECTURAL HERITAGE

inferredcites →https://doi.org/10.5244/c.23.38openalex-snapshot

Combining meshes and geometric primitives for accurate and semantic modeling

inferredcites →https://doi.org/10.5244/c.24.45openalex-snapshot

Using Context to Create Semantic 3D Models of Indoor Environments

inferredcites →https://doi.org/10.5555/3151666.3151685openalex-snapshot

Piecewise-planar Reconstruction of Multi-room Interiors with Arbitrary Wall Arrangements

inferredcites →https://doi.org/10.6028/nist.gcr.04-867openalex-snapshot

Cost Analysis of Inadequate Interoperability in the U.S. Capital Facilities Industry

inferredcites →https://doi.org/10.6028/nist.ir.6389openalex-snapshot

UNIFORMAT II elemental classification for building specifications, cost estimating, and cost analysis

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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A Review of Computer Vision Applications for Construction Goals Management: Current Status and Future Directions

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Magnetic Tactile Sensor with Bionic Hair Array for Sliding Sensing and Object Recognition

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Object Recognition Methods in a Built Environment

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Object Recognition Findings in a Built Environment

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Digital Twin Driven Smart Home: A Feasibility Study

inferred← citeshttps://doi.org/10.1007/978-3-031-17439-1_24openalex-snapshot

A Comprehensive Understanding of Machine Learning and Deep Learning Methods for 3D Architectural Cultural Heritage Point Cloud Semantic Segmentation

inferred← citeshttps://doi.org/10.1007/978-3-031-35399-4_42openalex-snapshot

Towards a Digital Twin System Design Based on a User-Centered Approach to Improve Quality Control on Construction Sites

inferred← citeshttps://doi.org/10.1007/978-3-031-36155-5_34openalex-snapshot

Classification and Recognition Approaches for the BIM Modeling of Architectural Elements

inferred← citeshttps://doi.org/10.1007/978-3-031-39675-5_11openalex-snapshot

Digital Technology Use Cases for Deconstruction and Reverse Logistics

inferred← citeshttps://doi.org/10.1007/978-3-031-47316-6_3openalex-snapshot

Literature Review to Digital Twin of a Process Plant

inferred← citeshttps://doi.org/10.1007/978-3-031-51623-8_20openalex-snapshot

From Spherical Photos to Facility Management. Algorithmic Optimization Procedures for Buildings in BIM Approaches

inferred← citeshttps://doi.org/10.1007/978-3-031-62963-1_39openalex-snapshot

Augmented Reality Application for BIM Maintenance Feedback via Streaming Platforms

inferred← citeshttps://doi.org/10.1007/978-3-032-09679-1_4openalex-snapshot

Fourth Industrial Revolution Tools in Construction

inferred← citeshttps://doi.org/10.1007/978-981-19-0968-9_42openalex-snapshot

Framework for Automation of Construction Progress Tracking on Indoor Environment, Using Autonomous Rover and Beacon-Based System

inferred← citeshttps://doi.org/10.1007/978-981-97-4727-6_39openalex-snapshot

Identifying Objects at Construction Sites Using CNN

inferred← citeshttps://doi.org/10.1007/s00170-021-07286-xopenalex-snapshot

Method for clustering and identification of objects in laser scanning point clouds using dynamic logic

inferred← citeshttps://doi.org/10.1007/s00170-024-14730-1openalex-snapshot

Proposal of simultaneous localization and mapping for mobile robots indoor environments using Petri nets and computer vision

inferred← citeshttps://doi.org/10.1007/s44290-026-00526-7openalex-snapshot

Modeling the impact of BIM-enabled simulation and monitoring on fire safety performance in high-rise buildings: a CB-SEM approach

inferred← citeshttps://doi.org/10.1016/j.advengsoft.2025.103925openalex-snapshot

Automatic translation of stress skeletons via Laplacian-based contraction

inferred← citeshttps://doi.org/10.1016/j.aei.2020.101131openalex-snapshot

Automated segmentation of RGB-D images into a comprehensive set of building components using deep learning

inferred← citeshttps://doi.org/10.1016/j.aei.2023.101961openalex-snapshot

Semantic enrichment for BIM: Enabling technologies and applications

inferred← citeshttps://doi.org/10.1016/j.asej.2025.103370openalex-snapshot

Assessment of complexities in implementation of conversational AI for the digital transformation of small construction project

inferred← citeshttps://doi.org/10.1016/j.asej.2025.103582openalex-snapshot

Investigating BIM adoption for seismic response prediction in geotechnical structures: An empirical framework

inferred← citeshttps://doi.org/10.1016/j.autcon.2020.103434openalex-snapshot

On-demand generation of as-built infrastructure information models for mechanised Tunnelling from TBM data: A computational design approach

inferred← citeshttps://doi.org/10.1016/j.autcon.2021.103561openalex-snapshot

Automated shape and pose updating of building information model elements from 3D point clouds

inferred← citeshttps://doi.org/10.1016/j.autcon.2021.103568openalex-snapshot

Automated building change detection with amodal completion of point clouds

inferred← citeshttps://doi.org/10.1016/j.autcon.2021.103584openalex-snapshot

Segmentation of point clouds via joint semantic and geometric features for 3D modeling of the built environment

inferred← citeshttps://doi.org/10.1016/j.autcon.2021.103750openalex-snapshot

Reconstructing BIM from 2D structural drawings for existing buildings

inferred← citeshttps://doi.org/10.1016/j.autcon.2021.103838openalex-snapshot

Digital twin and its implementations in the civil engineering sector

inferred← citeshttps://doi.org/10.1016/j.autcon.2021.103847openalex-snapshot

Semantic segmentation of bridge components based on hierarchical point cloud model

inferred← citeshttps://doi.org/10.1016/j.autcon.2021.103992openalex-snapshot

Automated semantic segmentation of bridge point cloud based on local descriptor and machine learning

inferred← citeshttps://doi.org/10.1016/j.autcon.2021.104112openalex-snapshot

Tag-based visual-inertial localization of unmanned aerial vehicles in indoor construction environments using an on-manifold extended Kalman filter

inferred← citeshttps://doi.org/10.1016/j.autcon.2022.104130openalex-snapshot

Semi-automatic roof modelling from indoor laser-acquired data

inferred← citeshttps://doi.org/10.1016/j.autcon.2022.104164openalex-snapshot

A comparison of ground-based hyperspectral imaging and red-edge multispectral imaging for façade material classification

inferred← citeshttps://doi.org/10.1016/j.autcon.2022.104251openalex-snapshot

3D environmental urban BIM using LiDAR data for visualisation on Google Earth

inferred← citeshttps://doi.org/10.1016/j.autcon.2022.104593openalex-snapshot

3D indoor environments in pedestrian evacuation simulations

inferred← citeshttps://doi.org/10.1016/j.autcon.2022.104716openalex-snapshot

Challenges of urban digital twins: A systematic review and a Delphi expert survey

inferred← citeshttps://doi.org/10.1016/j.autcon.2023.104838openalex-snapshot

Semantic segmentation of bridge point clouds with a synthetic data augmentation strategy and graph-structured deep metric learning

inferred← citeshttps://doi.org/10.1016/j.autcon.2023.105002openalex-snapshot

Modeling of 3D geometry uncertainty in Scan-to-BIM automatic indoor reconstruction

inferred← citeshttps://doi.org/10.1016/j.autcon.2023.105054openalex-snapshot

Semantic-aware quality assessment of building elements using graph neural networks

inferred← citeshttps://doi.org/10.1016/j.autcon.2023.105126openalex-snapshot

Visual programming simulator for producing realistic labeled point clouds from digital infrastructure models

inferred← citeshttps://doi.org/10.1016/j.autcon.2024.105277openalex-snapshot

Point cloud registration considering safety nets during scaffold installation using sensor fusion and deep learning

inferred← citeshttps://doi.org/10.1016/j.autcon.2024.105366openalex-snapshot

3D object recognition using deep learning for automatically generating semantic BIM data

inferred← citeshttps://doi.org/10.1016/j.buildenv.2025.113997openalex-snapshot

Integrating digital twin technologies for maintenance 4.0 in the building industry: A review and conceptual framework

inferred← citeshttps://doi.org/10.1016/j.cacaie.2026.100146openalex-snapshot

DR-GANet: Dynamic residual graph attention network for heterogeneous point cloud segmentation and BIM geometric completion of structural and M&E components

inferred← citeshttps://doi.org/10.1016/j.compstruc.2025.108010openalex-snapshot

Quantifying the reserve capacity of deformed steel members: predictions from deep learning models utilizing point clouds

inferred← citeshttps://doi.org/10.1016/j.jer.2026.02.001openalex-snapshot

Building information modelling implementation and sustainable construction management: Mediating role of construction safety culture

inferred← citeshttps://doi.org/10.1016/j.jer.2026.04.020openalex-snapshot

Quantifying the role of BIM in advancing sustainable lifecycle management of buildings structures by SDG-mediated pathways: A PLS-SEM study

inferred← citeshttps://doi.org/10.1016/j.jobe.2020.101672openalex-snapshot

Scene understanding in construction and buildings using image processing methods: A comprehensive review and a case study

inferred← citeshttps://doi.org/10.1016/j.jobe.2024.109937openalex-snapshot

Application of a combination of innovative non-destructive measurement techniques for structural, energetic and safety analysis of buildings

inferred← citeshttps://doi.org/10.1016/j.jobe.2026.117425openalex-snapshot

Recent Developments in Monitoring Construction Sites by Using Digital Images and Object Recognition Methodologies

inferred← citeshttps://doi.org/10.1016/j.kscej.2025.100412openalex-snapshot

A BIM-infused perspective on enhanced visualization and design analysis for the residential construction

inferred← citeshttps://doi.org/10.1016/j.ress.2025.111887openalex-snapshot

Reconstruction of existing buildings for evacuation assessment under emergency situations using 3D Gaussian splatting and machine learning

inferred← citeshttps://doi.org/10.1061/(asce)ae.1943-5568.0000564openalex-snapshot

Scan4Façade: Automated As-Is Façade Modeling of Historic High-Rise Buildings Using Drones and AI

inferred← citeshttps://doi.org/10.1061/(asce)co.1943-7862.0002132openalex-snapshot

Scan2BIM-NET: Deep Learning Method for Segmentation of Point Clouds for Scan-to-BIM

inferred← citeshttps://doi.org/10.1061/(asce)cp.1943-5487.0000972openalex-snapshot

Instance Segmentation of Industrial Point Cloud Data

inferred← citeshttps://doi.org/10.1061/(asce)cp.1943-5487.0001047openalex-snapshot

Robotic Cross-Platform Sensor Fusion and Augmented Visualization for Large Indoor Space Reality Capture

inferred← citeshttps://doi.org/10.1061/9780784485224.024openalex-snapshot

Deep Learning Automation Risk: Identifying Object Detection Failure Modes Using Slice-Based Evaluation

inferred← citeshttps://doi.org/10.1061/9780784486122.061openalex-snapshot

Experimental Evaluation of Building Façade Extraction Algorithm Using 3D Synthetic Point Clouds

inferred← citeshttps://doi.org/10.1061/jcemd4.coeng-12096openalex-snapshot

Extracting Worker Unsafe Behaviors from Construction Images Using Image Captioning with Deep Learning–Based Attention Mechanism

inferred← citeshttps://doi.org/10.1061/jcemd4.coeng-13077openalex-snapshot

Scan2Drawing: Use of Deep Learning for As-Built Model Landscape Architecture

inferred← citeshttps://doi.org/10.1061/jcemd4.coeng-16210openalex-snapshot

Exploring the Power of Laser Scanning Technology toward Smart Construction: Status Quo, Challenges, and Future Directions

inferred← citeshttps://doi.org/10.1063/5.0092070openalex-snapshot

The organization of major repairs of apartment buildings, taking into account the principles of energy efficiency

inferred← citeshttps://doi.org/10.1088/1757-899x/890/1/012125openalex-snapshot

Classification of construction work types considered with worn of main production assets

inferred← citeshttps://doi.org/10.1088/1757-899x/890/1/012126openalex-snapshot

Cold water concreting technology using thermoactive formwork

inferred← citeshttps://doi.org/10.1088/1757-899x/890/1/012140openalex-snapshot

Technology for reinforcing strip foundations of reconstructed brick buildings based on computer modeling

inferred← citeshttps://doi.org/10.1093/iti/liad024openalex-snapshot

Digital twin in transportation infrastructure management: a systematic review

inferred← citeshttps://doi.org/10.1108/ijbpa-06-2022-0097openalex-snapshot

Scan-to-BIM technique in building maintenance projects: practicing quantity take-off

inferred← citeshttps://doi.org/10.1108/jedt-05-2022-0231openalex-snapshot

Unlocking the full potential of reality capture for construction project cost monitoring: a mixed review

inferred← citeshttps://doi.org/10.1109/access.2022.3144150openalex-snapshot

Rough Registration of BIM Element Projection for Construction Progress Tracking

inferred← citeshttps://doi.org/10.1109/access.2024.3436681openalex-snapshot

Comparative Evaluation of Deep Neural Network Performance for Point Cloud-Based IFC Object Classification

inferred← citeshttps://doi.org/10.1109/ichora69329.2026.11537032openalex-snapshot

Smart Platform for Construction Analytics, Scheduling, Cost, and Quality

inferred← citeshttps://doi.org/10.1109/icoco56118.2022.10031694openalex-snapshot

Impact of Digitalization in Construction: Enriching As-built Facilities and Operations using BIM

inferred← citeshttps://doi.org/10.1111/mice.13198openalex-snapshot

Material augmented semantic segmentation of point clouds for building elements

inferred← citeshttps://doi.org/10.1155/2021/5521933openalex-snapshot

A New Method of Achieving Single Three-Dimensional Building Model Automatically Based on Oblique Photography Data

inferred← citeshttps://doi.org/10.1155/2022/2194949openalex-snapshot

Digital Twin Technology for Bridge Maintenance using 3D Laser Scanning: A Review

inferred← citeshttps://doi.org/10.1155/stc/3087872openalex-snapshot

A Comprehensive Review of Virtual Trial Assembly for Large‐Scale Structures Based on 3D Laser Scanning Point Clouds

inferred← citeshttps://doi.org/10.1364/oe.486816openalex-snapshot

Calibration method of spatial transformations between the non-orthogonal two-axis turntable and its mounted camera

inferred← citeshttps://doi.org/10.18287/2412-6179-co-1597openalex-snapshot

Automated recursive separable algorithm for medical image processing

inferred← citeshttps://doi.org/10.20295/1815-588x-2025-3-776-789openalex-snapshot

Experience in Building Information Model (BIM) for Industrial Buildings

inferred← citeshttps://doi.org/10.2139/ssrn.4892435openalex-snapshot

Automated Point Cloud Semantic Segmentation of Ancient Timber Architecture Components Using a Global Attention Network

inferred← citeshttps://doi.org/10.2139/ssrn.7068525openalex-snapshot

ArchiCell: Spatial Semantics-Aware Autoregressive Modeling for Building Forms

inferred← citeshttps://doi.org/10.24200/j30.2021.57754.2936openalex-snapshot

ارزیابی عملکرد ارتباط الکترونیک خودکار در کارگاههای ساخت: بررسی میدانی و یک مطالعه موردی

inferred← citeshttps://doi.org/10.2493/jjspe.90.635openalex-snapshot

Object Recognition from 3D Point Clouds : A Survey for Beginners

inferred← citeshttps://doi.org/10.25100/iyc.v25i1.11765openalex-snapshot

Salud estructural en edificaciones utilizando tecnología BIM: Revisión literaria

inferred← citeshttps://doi.org/10.26599/jic.2025.9180041openalex-snapshot

A New Method for Reconstructing Building Model Using Machine Learning

inferred← citeshttps://doi.org/10.30880/ijscet.2023.14.04.014openalex-snapshot

Digitalization of Building Site Management in the Construction Industry

inferred← citeshttps://doi.org/10.30977/bul.2219-5548.2022.99.0.138openalex-snapshot

Method, Model and Information Technology for Determining the Value of Measurement Infor-mation in The Interests of Safety of Technical Objects

inferred← citeshttps://doi.org/10.3233/atde210087openalex-snapshot

Automated Generation of a Digital Twin of a Process Plant by Using 3D Scan and Artificial Intelligence

inferred← citeshttps://doi.org/10.3233/atde220660openalex-snapshot

An Approach for the Incremental Update of a Digital Twin of a Process Plant

inferred← citeshttps://doi.org/10.3280/oa-686.29openalex-snapshot

Automated Modelling of Masonry Walls: a ML and AR Approach

inferred← citeshttps://doi.org/10.3390/app10207347openalex-snapshot

Inference of Drawing Elements and Space Usage on Architectural Drawings Using Semantic Segmentation

inferred← citeshttps://doi.org/10.3390/app11177840openalex-snapshot

Review of Image-Based 3D Reconstruction of Building for Automated Construction Progress Monitoring

inferred← citeshttps://doi.org/10.3390/app11198996openalex-snapshot

3DLEB-Net: Label-Efficient Deep Learning-Based Semantic Segmentation of Building Point Clouds at LoD3 Level

inferred← citeshttps://doi.org/10.3390/app14020862openalex-snapshot

Development of Architectural Object Automatic Classification Technology for Point Cloud-Based Remodeling of Aging Buildings

inferred← citeshttps://doi.org/10.3390/app15041995openalex-snapshot

Massive Data Capture Approach for Modeling Existing Building Stocks

inferred← citeshttps://doi.org/10.3390/buildings12020106openalex-snapshot

High-Rise Building Construction Progress Measurement from Top View Based on Component Detection

inferred← citeshttps://doi.org/10.3390/buildings12091381openalex-snapshot

Reality Capture in Construction Project Management: A Review of Opportunities and Challenges

inferred← citeshttps://doi.org/10.3390/buildings12101604openalex-snapshot

Digital Protection and Utilization of Architectural Heritage Using Knowledge Visualization

inferred← citeshttps://doi.org/10.3390/buildings13051198openalex-snapshot

A Perspective on AI-Based Image Analysis and Utilization Technologies in Building Engineering: Recent Developments and New Directions

inferred← citeshttps://doi.org/10.3390/buildings14072252openalex-snapshot

An AprilTags-Based Approach for Progress Monitoring and Quality Control in Modular Construction

inferred← citeshttps://doi.org/10.3390/en16052247openalex-snapshot

Design of an Algorithm for Modeling Multiple Thermal Zones Using a Lumped-Parameter Model

inferred← citeshttps://doi.org/10.3390/en16062693openalex-snapshot

Methodology for Modeling Multiple Non-Homogeneous Thermal Zones Using Lumped Parameters Technique and Graph Theory

inferred← citeshttps://doi.org/10.3390/eng5020042openalex-snapshot

Automatic Reconstruction of 3D Models from 2D Drawings: A State-of-the-Art Review

inferred← citeshttps://doi.org/10.3390/rs12223796openalex-snapshot

A Decade of Modern Bridge Monitoring Using Terrestrial Laser Scanning: Review and Future Directions

inferred← citeshttps://doi.org/10.3390/rs14030582openalex-snapshot

Point Cloud Validation: On the Impact of Laser Scanning Technologies on the Semantic Segmentation for BIM Modeling and Evaluation

inferred← citeshttps://doi.org/10.3390/s23198344openalex-snapshot

Emergency Floor Plan Digitization Using Machine Learning

inferred← citeshttps://doi.org/10.36680/j.itcon.2022.010openalex-snapshot

Update approaches and methods for digital building models – literature review

inferred← citeshttps://doi.org/10.5194/isprs-annals-v-2-2022-219-2022openalex-snapshot

A PRE-TRAINING METHOD FOR 3D BUILDING POINT CLOUD SEMANTIC SEGMENTATION

inferred← citeshttps://doi.org/10.5194/isprs-annals-viii-5-w1-2022-1-2022openalex-snapshot

AUTOMATIC ENRICHMENT OF INDOOR 3D MODELS USING A DEEP LEARNING APPROACH BASED ON SINGLE IMAGES WITH UNKNOWN CAMERA POSES

inferred← citeshttps://doi.org/10.5194/isprs-annals-x-4-w3-2022-97-2022openalex-snapshot

SCAN-VS-BIM FOR REAL-TIME PROGRESS MONITORING OF BRIDGE CONSTRUCTION PROJECT

inferred← citeshttps://doi.org/10.5194/isprs-archives-xliii-b2-2021-449-2021openalex-snapshot

LABEL-EFFICIENT DEEP LEARNING-BASED SEMANTIC SEGMENTATION OF BUILDING POINT CLOUDS AT LOD3 LEVEL

inferred← citeshttps://doi.org/10.5194/isprs-archives-xlvi-5-w1-2022-231-2022openalex-snapshot

DIGITAL TWINNING PROOF OF CONCEPT FOR UTILITY-SCALE SOLAR: BENEFITS, ISSUES, AND ENABLERS

inferred← citeshttps://doi.org/10.5194/isprs-archives-xlviii-1-w3-2023-31-2023openalex-snapshot

A 3D INDOOR-OUTDOOR BENCHMARK DATASET FOR LoD3 BUILDING POINT CLOUD SEMANTIC SEGMENTATION

Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.