OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Computing in Civil Engineering is 14. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Development of an Image Data Set of Construction Machines for Deep Learning Object Detection	94
Interactive and Immersive Process-Level Digital Twin for Collaborative Human–Robot Construction Work	72
Vision-Based Framework for Automatic Progress Monitoring of Precast Walls by Using Surveillance Videos during the Construction Phase	71
Vision-Based Method Integrating Deep Learning Detection for Tracking Multiple Construction Machines	69
BIM-Based Tunnel Information Modeling Framework for Visualization, Management, and Simulation of Drill-and-Blast Tunneling Projects	64
Bridge Inspection with Aerial Robots: Automating the Entire Pipeline of Visual Data Capture, 3D Mapping, Defect Detection, Analysis, and Reporting	54
Integrating Building Information Model and Augmented Reality for Drone-Based Building Inspection	53
Clustering Information Types for Semantic Enrichment of Building Information Models to Support Automated Code Compliance Checking	44
Impact of VR-Based Training on Human–Robot Interaction for Remote Operating Construction Robots	39
Detection and Semantic Segmentation of Disaster Damage in UAV Footage	38
Multiclass Damage Identification in a Full-Scale Bridge Using Optimally Tuned One-Dimensional Convolutional Neural Network	36
Synthesizing Pose Sequences from 3D Assets for Vision-Based Activity Analysis	32
Computer Vision–Based Estimation of Flood Depth in Flooded-Vehicle Images	29
Deep Floor Plan Analysis for Complicated Drawings Based on Style Transfer	28
Video-Based Motion Trajectory Forecasting Method for Proactive Construction Safety Monitoring Systems	27
Prediction-Based Path Planning for Safe and Efficient Human–Robot Collaboration in Construction via Deep Reinforcement Learning	27
Impact of Mobile Augmented Reality System on Cognitive Behavior and Performance during Rebar Inspection Tasks	27
Physiological Data Models to Understand the Effectiveness of Drone Operation Training in Immersive Virtual Reality	26
Machine Learning-Based Risk Analysis for Construction Worker Safety from Ubiquitous Site Photos and Videos	26
COCO-Bridge: Structural Detail Data Set for Bridge Inspections	26
Vision-Based Productivity Analysis of Cable Crane Transportation Using Augmented Reality–Based Synthetic Image	26
UAS Point Cloud Accuracy Assessment Using Structure from Motion–Based Photogrammetry and PPK Georeferencing Technique for Building Surveying Applications	26
Extracting BIM Information for Lattice Toolpath Planning in Digital Concrete Printing with Developed Dynamo Script: A Case Study	26
CorDet: Corner-Aware 3D Object Detection Networks for Automated Scan-to-BIM	25
NLP-Based Query-Answering System for Information Extraction from Building Information Models	25

Social Media Mining for Understanding Traffic Safety Culture in Washington State Using Twitter Data	24
Automatic Pavement Type Recognition for Image-Based Pavement Condition Survey Using Convolutional Neural Network	22
Motion Planning of Mobile Robots for Autonomous Navigation on Uneven Ground Surfaces	22
Multiobjective Optimization of Reality Capture Plans for Computer Vision–Driven Construction Monitoring with Camera-Equipped UAVs	22
Training and Testing of Smartphone-Based Pavement Condition Estimation Models Using 3D Pavement Data	21
Determining Ground Elevations Covered by Vegetation on Construction Sites Using Drone-Based Orthoimage and Convolutional Neural Network	21
Methodology and Validation of UAV-Based Video Analysis Approach for Tracking Earthquake-Induced Building Displacements	21
Automated Object Manipulation Using Vision-Based Mobile Robotic System for Construction Applications	20
Exploring the Influence of Emergency Broadcasts on Human Evacuation Behavior during Building Emergencies Using Virtual Reality Technology	20
Computer Vision–Based Disruption Management for Prefabricated Building Construction Schedule	20
Semantic Deep Learning Integrated with RGB Feature-Based Rule Optimization for Facility Surface Corrosion Detection and Evaluation	20
Robot-Assisted Immersive Kinematic Experience Transfer for Welding Training	19
Semantic Rule-Based Construction Procedural Information Extraction to Guide Jobsite Sensing and Monitoring	19
Digital Twin–Based Health Care Facilities Management	18
Constructing Invariant Signatures for AEC Objects to Support BIM-Based Analysis Automation through Object Classification	17
Characterization of Vulnerability of Road Networks to Random and Nonrandom Disruptions Using Network Percolation Approach	17
Conditional Generative Adversarial Networks with Adversarial Attack and Defense for Generative Data Augmentation	17
Distress Recognition in Unpaved Roads Using Unmanned Aerial Systems and Deep Learning Segmentation	17
Critical Review and Road Map of Automated Methods for Earthmoving Equipment Productivity Monitoring	16
Automatic Framework for Detecting Obstacles Restricting 3D Highway Sight Distance Using Mobile Laser Scanning Data	16
Model-Class Selection Using Clustering and Classification for Structural Identification and Prediction	15
Deep Learning in Construction: Review of Applications and Potential Avenues	15
A Decision-Making Framework for Load Rating Planning of Aging Bridges Using Deep Reinforcement Learning	15
Improved Permeability Prediction of Porous Media by Feature Selection and Machine Learning Methods Comparison	15
Robotic Cross-Platform Sensor Fusion and Augmented Visualization for Large Indoor Space Reality Capture	15
Point Cloud–Based Concrete Surface Defect Semantic Segmentation	15
Noise Reference Signal–Based Denoising Method for EDA Collected by Multimodal Biosensor Wearable in the Field	15
Synthetic Image Dataset Development for Vision-Based Construction Equipment Detection	15
Vision-Based Inspection Approach Using a Projector-Camera System for Off-Site Quality Control in Modular Construction: Experimental Investigation on Operational Conditions	15
Fusing Data Extracted from Bridge Inspection Reports for Enhanced Data-Driven Bridge Deterioration Prediction: A Hybrid Data Fusion Method	14
Digital Twin for Monitoring In-Service Performance of Post-Tensioned Self-Centering Cross-Laminated Timber Shear Walls	14
Automated Model-Based 3D Scan Planning for Prefabricated Building Components	14
An Infrastructure-Less Emergency Communication System: A Blockchain-Based Framework	14
Semantic Neural Network Ensemble for Automated Dependency Relation Extraction from Bridge Inspection Reports	14
BIM-Enabled Infrastructure Asset Management Using Information Containers and Semantic Web	14
3D Photogrammetry Point Cloud Segmentation Using a Model Ensembling Framework	14
Automated Damage Localization and Quantification in Concrete Bridges Using Point Cloud-Based Surface-Fitting Strategy	14