Computer vision technologies for safety science and management in construction: A critical review and future research directions
出版年份 2021 全文链接
标题
Computer vision technologies for safety science and management in construction: A critical review and future research directions
作者
关键词
Computer vision, Construction health and safety, Safety science, Safety culture, Safety Climate, Hazard, Safety management system, Digital technologies, Automation
出版物
SAFETY SCIENCE
Volume 135, Issue -, Pages 105130
出版商
Elsevier BV
发表日期
2021-01-09
DOI
10.1016/j.ssci.2020.105130
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Vision-based nonintrusive context documentation for earthmoving productivity simulation
- (2019) Hongjo Kim et al. AUTOMATION IN CONSTRUCTION
- A vision-based marker-less pose estimation system for articulated construction robots
- (2019) Ci-Jyun Liang et al. AUTOMATION IN CONSTRUCTION
- Action recognition of earthmoving excavators based on sequential pattern analysis of visual features and operation cycles
- (2019) Jinwoo Kim et al. AUTOMATION IN CONSTRUCTION
- Vision-based detection and visualization of dynamic workspaces
- (2019) Xiaochun Luo et al. AUTOMATION IN CONSTRUCTION
- A deep learning-based method for detecting non-certified work on construction sites
- (2018) Qi Fang et al. ADVANCED ENGINEERING INFORMATICS
- Automated detection of workers and heavy equipment on construction sites: A convolutional neural network approach
- (2018) Weili Fang et al. ADVANCED ENGINEERING INFORMATICS
- Interior construction state recognition with 4D BIM registered image sequences
- (2018) Christopher Kropp et al. AUTOMATION IN CONSTRUCTION
- 3D reconstruction of a concrete mixer truck for training object detectors
- (2018) Hongjo Kim 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
- Application of dynamic time warping to the recognition of mixed equipment activities in cycle time measurement
- (2018) Hyunsoo Kim et al. AUTOMATION IN CONSTRUCTION
- Interaction analysis for vision-based activity identification of earthmoving excavators and dump trucks
- (2018) Jinwoo Kim et al. AUTOMATION IN CONSTRUCTION
- Computer vision aided inspection on falling prevention measures for steeplejacks in an aerial environment
- (2018) Qi Fang et al. AUTOMATION IN CONSTRUCTION
- Detecting non-hardhat-use by a deep learning method from far-field surveillance videos
- (2018) Qi Fang et al. AUTOMATION IN CONSTRUCTION
- FPSWizard : A web-based CBR-RBR system for supporting the design of active fall protection systems
- (2018) Yang Miang Goh et al. AUTOMATION IN CONSTRUCTION
- A critical review of virtual and augmented reality (VR/AR) applications in construction safety
- (2018) Xiao Li et al. AUTOMATION IN CONSTRUCTION
- Falls from heights: A computer vision-based approach for safety harness detection
- (2018) Weili Fang et al. AUTOMATION IN CONSTRUCTION
- A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory
- (2018) Lieyun Ding et al. AUTOMATION IN CONSTRUCTION
- Ergonomic posture recognition using 3D view-invariant features from single ordinary camera
- (2018) Hong Zhang et al. AUTOMATION IN CONSTRUCTION
- Convolutional neural networks: Computer vision-based workforce activity assessment in construction
- (2018) Hanbin Luo et al. AUTOMATION IN CONSTRUCTION
- Recognizing Diverse Construction Activities in Site Images via Relevance Networks of Construction-Related Objects Detected by Convolutional Neural Networks
- (2018) Xiaochun Luo et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Detecting Construction Equipment Using a Region-Based Fully Convolutional Network and Transfer Learning
- (2018) Hongjo Kim et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Matching Construction Workers across Views for Automated 3D Vision Tracking On-Site
- (2018) Eirini Konstantinou et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- A system dynamics view of a behavior-based safety program in the construction industry
- (2018) Brian H.W. Guo et al. SAFETY SCIENCE
- Matching Construction Workers across Views for Automated 3D Vision Tracking On-Site
- (2018) Eirini Konstantinou et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Towards efficient and objective work sampling: Recognizing workers' activities in site surveillance videos with two-stream convolutional networks
- (2018) Xiaochun Luo et al. AUTOMATION IN CONSTRUCTION
- Framework for Location Data Fusion and Pose Estimation of Excavators Using Stereo Vision
- (2018) Mohammad Mostafa Soltani et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- An agent-based modeling approach for understanding the effect of worker-management interactions on construction workers' safety-related behaviors
- (2018) Peiyao Zhang et al. AUTOMATION IN CONSTRUCTION
- Construction waste recycling robot for nails and screws: Computer vision technology and neural network approach
- (2018) Zeli Wang et al. AUTOMATION IN CONSTRUCTION
- A science mapping approach based review of construction safety research
- (2018) Ruoyu Jin et al. SAFETY SCIENCE
- Vision-Based Framework for Intelligent Monitoring of Hardhat Wearing on Construction Sites
- (2018) Bahaa Eddine Mneymneh et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- A proactive workers' safety risk evaluation framework based on position and posture data fusion
- (2018) Hainan Chen et al. AUTOMATION IN CONSTRUCTION
- Remote proximity monitoring between mobile construction resources using camera-mounted UAVs
- (2018) Daeho Kim et al. AUTOMATION IN CONSTRUCTION
- Detection of construction workers under varying poses and changing background in image sequences via very deep residual networks
- (2018) Hyojoo Son et al. AUTOMATION IN CONSTRUCTION
- Vision-based estimation of excavator manipulator pose for automated grading control
- (2018) Jiaqi Xu et al. AUTOMATION IN CONSTRUCTION
- 3D tracking of multiple onsite workers based on stereo vision
- (2018) Yong-Ju Lee et al. AUTOMATION IN CONSTRUCTION
- Semantic Annotation of Videos from Equipment-Intensive Construction Operations by Shot Recognition and Probabilistic Reasoning
- (2017) Ehsan Rezazadeh Azar JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Vision-Based Excavator Detection and Tracking Using Hybrid Kinematic Shapes and Key Nodes
- (2017) Chenxi Yuan et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Adaptive Detector and Tracker on Construction Sites Using Functional Integration and Online Learning
- (2017) Jinwoo Kim et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Why Do Construction Hazards Remain Unrecognized at the Work Interface?
- (2017) Idris Jeelani et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Using a Pressure-State-Practice Model to Develop Safety Leading Indicators for Construction Projects
- (2017) Brian H. W. Guo et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Cloud-based safety information and communication system in infrastructure construction
- (2017) Patrick X.W. Zou et al. SAFETY SCIENCE
- A review of risk management through BIM and BIM-related technologies
- (2017) Yang Zou et al. SAFETY SCIENCE
- Why Do Construction Hazards Remain Unrecognized at the Work Interface?
- (2017) Idris Jeelani et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Using a Pressure-State-Practice Model to Develop Safety Leading Indicators for Construction Projects
- (2017) Brian H. W. Guo et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Vision-based action recognition of construction workers using dense trajectories
- (2016) Jun Yang et al. ADVANCED ENGINEERING INFORMATICS
- Automated annotation for visual recognition of construction resources using synthetic images
- (2016) Mohammad Mostafa Soltani et al. AUTOMATION IN CONSTRUCTION
- Predicting movements of onsite workers and mobile equipment for enhancing construction site safety
- (2016) Zhenhua Zhu et al. AUTOMATION IN CONSTRUCTION
- Continuous localization of construction workers via integration of detection and tracking
- (2016) Man-Woo Park et al. AUTOMATION IN CONSTRUCTION
- Data-driven scene parsing method for recognizing construction site objects in the whole image
- (2016) Hongjo Kim et al. AUTOMATION IN CONSTRUCTION
- Application of machine learning to construction injury prediction
- (2016) Antoine J.-P. Tixier et al. AUTOMATION IN CONSTRUCTION
- From pose to activity: Surveying datasets and introducing CONVERSE
- (2016) Michael Edwards et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- Fusion of Photogrammetry and Video Analysis for Productivity Assessment of Earthwork Processes
- (2016) M. Bügler et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Anticipating Human Activities Using Object Affordances for Reactive Robotic Response
- (2016) Hema S. Koppula et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Construction Equipment Identification Using Marker-Based Recognition and an Active Zoom Camera
- (2016) Ehsan Rezazadeh Azar JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Vision-Based Object-Centric Safety Assessment Using Fuzzy Inference: Monitoring Struck-By Accidents with Moving Objects
- (2016) Hongjo Kim et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Visual Tracking of Construction Jobsite Workforce and Equipment with Particle Filtering
- (2016) Zhenhua Zhu et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Developing Leading Indicators to Monitor the Safety Conditions of Construction Projects
- (2016) Brian H. W. Guo et al. JOURNAL OF MANAGEMENT IN ENGINEERING
- Predicting safety behavior in the construction industry: Development and test of an integrative model
- (2016) Brian H.W. Guo et al. SAFETY SCIENCE
- Status quo and open challenges in vision-based sensing and tracking of temporary resources on infrastructure construction sites
- (2015) Jochen Teizer ADVANCED ENGINEERING INFORMATICS
- Computer vision techniques for construction safety and health monitoring
- (2015) JoonOh Seo et al. ADVANCED ENGINEERING INFORMATICS
- Ontology-based semantic modeling of construction safety knowledge: Towards automated safety planning for job hazard analysis (JHA)
- (2015) Sijie Zhang et al. AUTOMATION IN CONSTRUCTION
- Hardhat-Wearing Detection for Enhancing On-Site Safety of Construction Workers
- (2015) Man-Woo Park et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Crowdsourcing Construction Activity Analysis from Jobsite Video Streams
- (2015) Kaijian Liu et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- BIM-based fall hazard identification and prevention in construction safety planning
- (2015) Sijie Zhang et al. SAFETY SCIENCE
- Overview and analysis of safety management studies in the construction industry
- (2015) Zhipeng Zhou et al. SAFETY SCIENCE
- Hardhat-Wearing Detection for Enhancing On-Site Safety of Construction Workers
- (2015) Man-Woo Park et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Crowdsourcing Construction Activity Analysis from Jobsite Video Streams
- (2015) Kaijian Liu et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Image dataset development for measuring construction equipment recognition performance
- (2014) Humaira Tajeen et al. AUTOMATION IN CONSTRUCTION
- Vision-based workface assessment using depth images for activity analysis of interior construction operations
- (2014) Ardalan Khosrowpour et al. AUTOMATION IN CONSTRUCTION
- Vision-based action recognition of earthmoving equipment using spatio-temporal features and support vector machine classifiers
- (2013) Mani Golparvar-Fard et al. ADVANCED ENGINEERING INFORMATICS
- Vision-based material recognition for automated monitoring of construction progress and generating building information modeling from unordered site image collections
- (2013) Andrey Dimitrov et al. ADVANCED ENGINEERING INFORMATICS
- A vision-based motion capture and recognition framework for behavior-based safety management
- (2013) SangUk Han et al. AUTOMATION IN CONSTRUCTION
- Location tracking and data visualization technology to advance construction ironworkers' education and training in safety and productivity
- (2013) Jochen Teizer et al. AUTOMATION IN CONSTRUCTION
- Automated 2D detection of construction equipment and workers from site video streams using histograms of oriented gradients and colors
- (2013) Milad Memarzadeh et al. AUTOMATION IN CONSTRUCTION
- A survey of video datasets for human action and activity recognition
- (2013) Jose M. Chaquet et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- Comparative Study of Motion Features for Similarity-Based Modeling and Classification of Unsafe Actions in Construction
- (2013) SangUk Han et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Real-time construction worker posture analysis for ergonomics training
- (2012) Soumitry J. Ray et al. ADVANCED ENGINEERING INFORMATICS
- Part based model and spatial–temporal reasoning to recognize hydraulic excavators in construction images and videos
- (2012) Ehsan Rezazadeh Azar et al. AUTOMATION IN CONSTRUCTION
- Construction worker detection in video frames for initializing vision trackers
- (2012) Man-Woo Park et al. AUTOMATION IN CONSTRUCTION
- A conceptual framework for integrating building information modeling with augmented reality
- (2012) Xiangyu Wang et al. AUTOMATION IN CONSTRUCTION
- Building Information Modeling (BIM) and Safety: Automatic Safety Checking of Construction Models and Schedules
- (2012) Sijie Zhang et al. AUTOMATION IN CONSTRUCTION
- Automated Real-Time Monitoring System to Measure Shift Production of Tunnel Construction Projects
- (2012) Kamal Ranaweera et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Vision-Based Tower Crane Tracking for Understanding Construction Activity
- (2012) Jun Yang et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Toward Automated Earned Value Tracking Using 3D Imaging Tools
- (2012) Yelda Turkan et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Server-Customer Interaction Tracker: Computer Vision–Based System to Estimate Dirt-Loading Cycles
- (2012) Ehsan Rezazadeh Azar et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Outlines of a sensitising model for industrial safety assessment
- (2012) Jean-christophe Le Coze SAFETY SCIENCE
- Automated vision tracking of project related entities
- (2011) Ioannis Brilakis et al. ADVANCED ENGINEERING INFORMATICS
- Learning and classifying actions of construction workers and equipment using Bag-of-Video-Feature-Words and Bayesian network models
- (2011) Jie Gong et al. ADVANCED ENGINEERING INFORMATICS
- An object recognition, tracking, and contextual reasoning-based video interpretation method for rapid productivity analysis of construction operations
- (2011) Jie Gong et al. AUTOMATION IN CONSTRUCTION
- Comparative study of vision tracking methods for tracking of construction site resources
- (2011) Man-Woo Park et al. AUTOMATION IN CONSTRUCTION
- Tracking-Learning-Detection
- (2011) Zdenek Kalal et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Automated Visual Recognition of Dump Trucks in Construction Videos
- (2011) Ehsan Rezazadeh Azar et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Image-Based Safety Assessment: Automated Spatial Safety Risk Identification of Earthmoving and Surface Mining Activities
- (2011) Seokho Chi et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Measuring Bridge Construction Efficiency Using the Wireless Real-Time Video Monitoring System
- (2011) Yong Bai et al. JOURNAL OF MANAGEMENT IN ENGINEERING
- Automated Object Identification Using Optical Video Cameras on Construction Sites
- (2010) Seokho Chi et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Personnel tracking on construction sites using video cameras
- (2009) J. Teizer et al. ADVANCED ENGINEERING INFORMATICS
- A Methodology for Object Identification and Tracking in Construction Based on Spatial Modeling and Image Matching Techniques
- (2009) Seokho Chi et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Object Detection with Discriminatively Trained Part-Based Models
- (2009) P F Felzenszwalb et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Sensor Network for Structural Health Monitoring of a Highway Bridge
- (2009) Michael Fraser et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Computer Vision-Based Video Interpretation Model for Automated Productivity Analysis of Construction Operations
- (2009) Jie Gong et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Spatial and Temporal Exposure to Safety Hazards in Construction
- (2009) R. Sacks et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Towards automated progress assessment of workpackage components in construction projects using computer vision
- (2008) Y.M. Ibrahim et al. ADVANCED ENGINEERING INFORMATICS
- Speeded-Up Robust Features (SURF)
- (2008) Herbert Bay et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- Social signal processing: Survey of an emerging domain
- (2008) Alessandro Vinciarelli et al. IMAGE AND VISION COMPUTING
- A new conceptual framework to improve the application of occupational health and safety management systems
- (2008) A.M. Makin et al. SAFETY SCIENCE
- Comparison of PubMed, Scopus, Web of Science, and Google Scholar: strengths and weaknesses
- (2007) Matthew E. Falagas et al. FASEB JOURNAL
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now