OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Computing in Civil Engineering is 27. 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 2020-03-01 to 2024-03-01.)

Article	Citations
Machine Learning for Crack Detection: Review and Model Performance Comparison	168
Crack Detection and Segmentation Using Deep Learning with 3D Reality Mesh Model for Quantitative Assessment and Integrated Visualization	104
Development of an Image Data Set of Construction Machines for Deep Learning Object Detection	63
Feasible Prestress Modes for Cable-Strut Structures with Multiple Self-Stress States Using Particle Swarm Optimization	62
Vision-Based Construction Worker Activity Analysis Informed by Body Posture	57
Vision-Based Framework for Automatic Progress Monitoring of Precast Walls by Using Surveillance Videos during the Construction Phase	54
Detecting Leaks in Water Distribution Pipes Using a Deep Autoencoder and Hydroacoustic Spectrograms	50
BIM-Based Tunnel Information Modeling Framework for Visualization, Management, and Simulation of Drill-and-Blast Tunneling Projects	50
Integrating Building Information Model and Augmented Reality for Drone-Based Building Inspection	47
Self-Supervised Structure Learning for Crack Detection Based on Cycle-Consistent Generative Adversarial Networks	47
Deep Learning–Based Enhancement of Motion Blurred UAV Concrete Crack Images	47
Interactive and Immersive Process-Level Digital Twin for Collaborative Human–Robot Construction Work	46
Vision-Based Method Integrating Deep Learning Detection for Tracking Multiple Construction Machines	45
Clustering Information Types for Semantic Enrichment of Building Information Models to Support Automated Code Compliance Checking	40
Bridge Inspection with Aerial Robots: Automating the Entire Pipeline of Visual Data Capture, 3D Mapping, Defect Detection, Analysis, and Reporting	39
3D Reconstruction and Measurement of Surface Defects in Prefabricated Elements Using Point Clouds	39
Solving Resource-Constrained Project Scheduling Problem via Genetic Algorithm	38
Automated Defect Quantification in Concrete Bridges Using Robotics and Deep Learning	37
Mining Social Media Data for Rapid Damage Assessment during Hurricane Matthew: Feasibility Study	36
Proximity Prediction of Mobile Objects to Prevent Contact-Driven Accidents in Co-Robotic Construction	35
Real-Time Volume-to-Plane Comparison for Mixed Reality–Based Progress Monitoring	32
Advanced Sound Classifiers and Performance Analyses for Accurate Audio-Based Construction Project Monitoring	31
IFC-Based BIM-to-BEM Model Transformation	30
Recognition of High-Risk Scenarios in Building Construction Based on Image Semantics	29
Synthesizing Pose Sequences from 3D Assets for Vision-Based Activity Analysis	29

BIM for Improved Project Communication Networks: Empirical Evidence from Email Logs	29
Multiclass Damage Identification in a Full-Scale Bridge Using Optimally Tuned One-Dimensional Convolutional Neural Network	27
Monocular Vision–Based Framework for Biomechanical Analysis or Ergonomic Posture Assessment in Modular Construction	27