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Computer vision-based construction progress monitoring

Published in Automation in Construction (2022-06-01)
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  • Abstract
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TL

TL;DR

Abstract

Authors

Varun Kumar Reja

1 Paper

K. Varghese

1 Paper

Q. Ha

1 Paper

References86 items

1

ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes

2

3D ShapeNets: A deep representation for volumetric shapes

3

Towards a semantic Construction Digital Twin: Directions for future research

4

Computer vision applications in construction: Current state, opportunities & challenges

5

Vision-Based Framework for Automatic Progress Monitoring of Precast Walls by Using Surveillance Videos during the Construction Phase

Research Impact

74

Citations

86

References

0

Datasets

3

6

Automatic Recognition of Common Structural Elements from Point Clouds for Automated Progress Monitoring and Dimensional Quality Control in Reinforced Concrete Construction

7

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

8

Status quo and open challenges in vision-based sensing and tracking of temporary resources on infrastructure construction sites

9

An object-based 3D walk-through model for interior construction progress monitoring

10

Concrete Crack Assessment Using Digital Image Processing and 3D Scene Reconstruction

11

Vision-Based Progress Monitoring of Building Structures Using Point-Intensity Approach

12

A scientometric review of construction progress monitoring studies

13

Computer vision-based interior construction progress monitoring: A literature review and future research directions

14

A Review of Visual SLAM Based on Unmanned Systems

15

Smart Progress Monitoring Framework for Building Construction Elements Using Videography–MATLAB–BIM Integration

16

Remote Indoor Construction Progress Monitoring Using Extended Reality

17

Improving progress monitoring by fusing point clouds, semantic data and computer vision

18

Real-Time Volume-to-Plane Comparison for Mixed Reality-Based Progress Monitoring

19

User exemplar-based building element retrieval from raw point clouds using deep point-level features

20

Sustainable Application of Hybrid Point Cloud and BIM Method for Tracking Construction Progress

21

Indoor 3D reconstruction from point clouds for optimal routing in complex buildings to support disaster management

22

An integrated UGV-UAV system for construction site data collection

23

Procedural Reconstruction of 3D Indoor Models from Lidar Data Using Reversible Jump Markov Chain Monte Carlo

24

Voxel-Based Indoor Reconstruction From HoloLens Triangle Meshes

25

On-demand monitoring of construction projects through a game-like hybrid application of BIM and machine learning

26

An autonomous robotic platform for automatic extraction of detailed semantic models of buildings

27

Automatic Indoor as-Built Building Information Models Generation by Using Low-Cost RGB-D Sensors

28

PERCENTAGE OF COMPLETION OF IN-SITU CAST CONCRETE WALLS USING POINT CLOUD DATA AND BIM

29

IMMERSIVE VISUALISATION OF CONSTRUCTION SITE POINT CLOUD DATA, MESHES AND BIM MODELS IN A VR ENVIRONMENT USING A GAMING ENGINE

30

A CNN-based 3D patch registration approach for integrating sequential models in support of progress monitoring

31

Deep Learning Approach to Point Cloud Scene Understanding for Automated Scan to 3D Reconstruction

32

TopoLAP: Topology Recovery for Building Reconstruction by Deducing the Relationships between Linear and Planar Primitives

33

Impact of 5G Technology on IoT Applications in Construction Project Management?

34

Automatic reconstruction of fully volumetric 3D building models from point clouds

35

Computational Methods of Acquisition and Processing of 3D Point Cloud Data for Construction Applications

36

Shape Grammar Approach to 3D Modeling of Indoor Environments Using Point Clouds

37

Real-time collaborative reconstruction of digital building models with mobile devices

38

Automated continuous construction progress monitoring using multiple workplace real time 3D scans

39

SEMANTIC LABELING OF STRUCTURAL ELEMENTS IN BUILDINGS BY FUSING RGB AND DEPTH IMAGES IN AN ENCODER-DECODER CNN FRAMEWORK

40

TOWARDS AUTOMATIC RECONSTRUCTION OF INDOOR SCENES FROM INCOMPLETE POINT CLOUDS: DOOR AND WINDOW DETECTION AND REGULARIZATION

41

A review of 3D reconstruction techniques in civil engineering and their applications

42

Scan-to-BIM for 'secondary' building components

43

Automated Progress Monitoring of Masonry Activity Using Photogrammetric Point Cloud

44

Towards an automated photogrammetry-based approach for monitoring and controlling construction site activities

45

BUILDING CONSTRUCTION PROGRESS MONITORING USING UNMANNED AERIAL SYSTEM (UAS), LOW-COST PHOTOGRAMMETRY, AND GEOGRAPHIC INFORMATION SYSTEM (GIS)

46

4-Plane congruent sets for automatic registration of as-is 3D point clouds with 3D BIM models

47

Geometry- and Appearance-Based Reasoning of Construction Progress Monitoring

48

Point cloud quality requirements for Scan-vs-BIM based automated construction progress monitoring

49

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

50

Automatic point cloud coarse registration using geometric keypoint descriptors for indoor scenes

51

Automated Schedule and Progress Updating of IFC-Based 4D BIMs

52

Automated Schedule Updates Using As-Built Data and a 4D Building Information Model

53

Unsupervised Recognition of Volumetric Structural Components from Building Point Clouds

54

3D reconstruction of indoor building environments with new generation of tablets

55

Data acquisition technologies for construction progress tracking

56

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

57

3D Semantic Parsing of Large-Scale Indoor Spaces

58

Generating Absolute-Scale Point Cloud Data of Built Infrastructure Scenes Using a Monocular Camera Setting

59

Formalized knowledge of construction sequencing for visual monitoring of work-in-progress via incomplete point clouds and low-LoD 4D BIMs

60

Automatic BIM component extraction from point clouds of existing buildings for sustainability applications

61

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

62

Appearance-based material classification for monitoring of operation-level construction progress using 4D BIM and site photologs

63

State of research in automatic as-built modelling

64

3D Modeling of Building Indoor Spaces and Closed Doors from Imagery and Point Clouds

65

ConstructAide

66

Big data in smart building operation

67

Automated Monitoring of Operation-Level Construction Progress Using 4D BIM and Daily Site Photologs

68

Augmented Reality for Construction Site Monitoring and Documentation

69

Skeleton-based 3D reconstruction of as-built pipelines from laser-scan data

70

Fully automated registration of 3D data to a 3D CAD model for project progress monitoring

71

Generating construction schedules through automatic data extraction using open BIM (building information modeling) technology

72

Automated construction progress measurement using a 4D building information model and 3D data

73

Automatic Creation of Semantically Rich 3D Building Models from Laser Scanner Data

74

Bundler: Structure from Motion for Unordered Image Collections

75

Integrated Sequential As-Built and As-Planned Representation with D4AR Tools in Support of Decision-Making Tasks in the AEC/FM Industry

76

Knowledge based reconstruction of building models from terrestrial laser scanning data

77

Reconstructing building interiors from images

78

Simultaneous localization and mapping (SLAM): part II

79

Bundle Adjustment - A Modern Synthesis

80

Mixed Reality-Based Dataset Generation for Learning-Based Scan-to-BIM

81

An Improved Method for Taxonomy Development in Information Systems

82

Automated Progress Controlling and Monitoring Using Daily Site Images and Building Information Modelling

83

Door detection in 3D coloured point clouds of indoor environments

84

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

85

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

86

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

Authors

Field of Study

Journal Information

Name

Automation in Construction

Venue Information

Name

Automation in Construction

Type

journal

URL

http://www.elsevier.com/wps/find/journaldescription.cws_home/523112/description#description

Alternate Names

  • Autom Constr