Safety Distance Identification for Crane Drivers Based on Mask R-CNN

Assessment of Construction Workers’ Labor Intensity Based on Wearable Smartphone System

(2019) Zhen Yang et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

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

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

(2018) Zdenek Kolar 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

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

Convolutional neural networks: Computer vision-based workforce activity assessment in construction

(2018) Hanbin Luo et al.   AUTOMATION IN CONSTRUCTION

Mask R-CNN

(2018) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Matching Construction Workers across Views for Automated 3D Vision Tracking On-Site

(2018) Eirini Konstantinou et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Matching Construction Workers across Views for Automated 3D Vision Tracking On-Site

(2018) Eirini Konstantinou et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Deep Visual-Semantic Alignments for Generating Image Descriptions

(2017) Andrej Karpathy et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

WinIPS: WiFi-Based Non-Intrusive Indoor Positioning System With Online Radio Map Construction and Adaptation

(2017) Han Zou et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Real-Time 3D Crane Workspace Update Using a Hybrid Visualization Approach

(2017) Jingdao Chen et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Construction site safety control with medium-accuracy location data

(2016) Tsah EDREI et al.   Journal of Civil Engineering and Management

Computer vision techniques for construction safety and health monitoring

(2015) JoonOh Seo et al.   ADVANCED ENGINEERING INFORMATICS

A proactive system for real-time safety management in construction sites

(2011) Alessandro Carbonari et al.   AUTOMATION IN CONSTRUCTION

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

Autonomous pro-active real-time construction worker and equipment operator proximity safety alert system

(2010) Jochen Teizer et al.   AUTOMATION IN CONSTRUCTION

Scenarios for applying RFID technology in construction project management

(2010) Weisheng Lu et al.   AUTOMATION IN CONSTRUCTION

Application of WiFi-based indoor positioning system for labor tracking at construction sites: A case study in Guangzhou MTR

(2010) Sunkyu Woo et al.   AUTOMATION IN CONSTRUCTION

Use of association rules to explore cause–effect relationships in occupational accidents in the Taiwan construction industry

(2010) Ching-Wu Cheng et al.   SAFETY SCIENCE