A large‐scale dataset of buildings and construction sites

BIM-based task and motion planning prototype for robotic assembly of COVID-19 hospitalisation light weight structures

(2022) Yifan Gao et al.   AUTOMATION IN CONSTRUCTION

Building damage detection from satellite images after natural disasters on extremely imbalanced datasets

(2022) Ying Wang et al.   AUTOMATION IN CONSTRUCTION

Intelligent Generative Structural Design Method for Shear-wall Building Based on “Fused-Text-Image-to-Image” Generative Adversarial Networks

(2022) Wenjie Liao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Collision-free trajectory planning for robotic assembly of lightweight structures

(2022) Jiangpeng Shu et al.   AUTOMATION IN CONSTRUCTION

SODA: A large-scale open site object detection dataset for deep learning in construction

(2022) Rui Duan et al.   AUTOMATION IN CONSTRUCTION

A topology description function‐enhanced neural network for topology optimization

(2022) Wenliang Qian et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Intelligent design method for beam and slab of shear wall structure based on deep learning

(2022) Pengju Zhao et al.   Journal of Building Engineering

Typical advances of artificial intelligence in civil engineering

(2022) Yang Xu et al.   ADVANCES IN STRUCTURAL ENGINEERING

Intelligent design of shear wall layout based on attention-enhanced generative adversarial network

(2022) Pengju Zhao et al.   ENGINEERING STRUCTURES

Artificial intelligence-designer for high-rise building sketches with user preferences

(2022) Wenliang Qian et al.   ENGINEERING STRUCTURES

A deep learning approach for real-time rebar counting on the construction site based on YOLOv3 detector

(2021) Yang Li et al.   AUTOMATION IN CONSTRUCTION

Deep semantic segmentation for visual understanding on construction sites

(2021) Zifeng Wang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Development of BIM-integrated construction robot task planning and simulation system

(2021) Sungjin Kim et al.   AUTOMATION IN CONSTRUCTION

Integrated worker detection and tracking for the safe operation of construction machinery

(2021) Hyojoo Son et al.   AUTOMATION IN CONSTRUCTION

Optimal brick layout of masonry walls based on intelligent evolutionary algorithm and building information modeling

(2021) Chengran Xu et al.   AUTOMATION IN CONSTRUCTION

BIM-based 4D mobile crane simulation and onsite operation management

(2021) Ala Nekouvaght Tak et al.   AUTOMATION IN CONSTRUCTION

A self‐sparse generative adversarial network for autonomous early‐stage design of architectural sketches

(2021) Wenliang Qian et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep learning-based road damage detection and classification for multiple countries

(2021) Deeksha Arya et al.   AUTOMATION IN CONSTRUCTION

Artificial intelligence quality inspection of steel bars installation by integrating mask R-CNN and stereo vision

(2021) Yurii Kardovskyi et al.   AUTOMATION IN CONSTRUCTION

5G-based earthwork monitoring system for an unmanned bulldozer

(2021) Ke You et al.   AUTOMATION IN CONSTRUCTION

Automatic inspection data collection of building surface based on BIM and UAV

(2021) Yi Tan et al.   AUTOMATION IN CONSTRUCTION

Automated structural design of shear wall residential buildings using generative adversarial networks

(2021) Wenjie Liao et al.   AUTOMATION IN CONSTRUCTION

Design and simulation of an adaptable and compact impact pile driver

(2020) Shuyi Yang et al.   AUTOMATION IN CONSTRUCTION

Graph2Plan

(2020) Ruizhen Hu et al.   ACM TRANSACTIONS ON GRAPHICS

Flexible and transportable robotic timber construction platform – TIM

(2020) Hans Jakob Wagner et al.   AUTOMATION IN CONSTRUCTION

Rebar detection and localization for bridge deck inspection and evaluation using deep residual networks

(2020) Habib Ahmed et al.   AUTOMATION IN CONSTRUCTION

Teaching robots to perform quasi-repetitive construction tasks through human demonstration

(2020) Ci-Jyun Liang et al.   AUTOMATION IN CONSTRUCTION

Floor plan generation through a mixed constraint programming-genetic optimization approach

(2020) Graziella Laignel et al.   AUTOMATION IN CONSTRUCTION

Dataset and benchmark for detecting moving objects in construction sites

(2020) An Xuehui et al.   AUTOMATION IN CONSTRUCTION

Roles of artificial intelligence in construction engineering and management: A critical review and future trends

(2020) Yue Pan et al.   AUTOMATION IN CONSTRUCTION

A Style-Based Generator Architecture for Generative Adversarial Networks

(2020) Tero Karras et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A deep learning-based approach for mitigating falls from height with computer vision: Convolutional neural network

(2019) Weili Fang et al.   ADVANCED ENGINEERING INFORMATICS

Advances in Computer Vision-Based Civil Infrastructure Inspection and Monitoring

(2019) Billie F. Spencer et al.   Engineering

The State of the Art of Data Science and Engineering in Structural Health Monitoring

(2019) Yuequan Bao et al.   Engineering

Additive manufacturing as an enabling technology for digital construction: A perspective on Construction 4.0

(2019) Flávio Craveiro et al.   AUTOMATION IN CONSTRUCTION

Deep leaf‐bootstrapping generative adversarial network for structural image data augmentation

(2019) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automatic detection of hardhats worn by construction personnel: A deep learning approach and benchmark dataset

(2019) Jixiu Wu et al.   AUTOMATION IN CONSTRUCTION

Transfer learning and deep convolutional neural networks for safety guardrail detection in 2D images

(2018) Zdenek Kolar et al.   AUTOMATION IN CONSTRUCTION

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Computer vision and deep learning–based data anomaly detection method for structural health monitoring

(2018) Yuequan Bao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Large-scale 3D printing by a team of mobile robots

(2018) Xu Zhang et al.   AUTOMATION IN CONSTRUCTION

Convolutional neural network-based data anomaly detection method using multiple information for structural health monitoring

(2018) Zhiyi Tang et al.   Structural Control & Health Monitoring

Additive manufacturing of geopolymer for sustainable built environment

(2017) Biranchi Panda et al.   JOURNAL OF CLEANER PRODUCTION

Giga-voxel computational morphogenesis for structural design

(2017) Niels Aage et al.   NATURE

NEEWS: A novel earthquake early warning model using neural dynamic classification and neural dynamic optimization

(2017) Mohammad Hossein Rafiei et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Additive construction: State-of-the-art, challenges and opportunities

(2016) Nathalie Labonnote et al.   AUTOMATION IN CONSTRUCTION

Vision guided autonomous robotic assembly and as-built scanning on unstructured construction sites

(2015) Chen Feng et al.   AUTOMATION IN CONSTRUCTION

Image dataset development for measuring construction equipment recognition performance

(2014) Humaira Tajeen et al.   AUTOMATION IN CONSTRUCTION