Computer vision for anatomical analysis of equipment in civil infrastructure projects: Theorizing the development of regression-based deep neural networks

Influence of Crushed Rock Properties on the Productivity of a Hydraulic Excavator

(2021) Trpimir Kujundžić et al.   Applied Sciences-Basel

Measuring and benchmarking the productivity of excavators in infrastructure projects: A deep neural network approach

(2021) Mohamad Kassem et al.   AUTOMATION IN CONSTRUCTION

Classification and analysis of deep learning applications in construction: A systematic literature review

(2021) Rana Khallaf et al.   AUTOMATION IN CONSTRUCTION

Deep 3D human pose estimation: A review

(2021) Jinbao Wang et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Pose Estimation of Excavator Manipulator Based on Monocular Vision Marker System

(2021) Jiangying Zhao et al.   SENSORS

Sectoral patterns of accident process for occupational safety using narrative texts of OSHA database

(2021) Yongyoon Suh   SAFETY SCIENCE

A deep‐learning‐based computer vision solution for construction vehicle detection

(2020) Saeed Arabi et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Sensor-based safety management

(2020) Amin Asadzadeh et al.   AUTOMATION IN CONSTRUCTION

Dense construction vehicle detection based on orientation-aware feature fusion convolutional neural network

(2020) Yapeng Guo et al.   AUTOMATION IN CONSTRUCTION

Creation of One Excavator as an Obstacle in C-Space for Collision Avoidance during Remote Control of the Two Excavators Using Pose Sensors

(2020) Dongik Sun et al.   Remote Sensing

Detecting safety helmet wearing on construction sites with bounding‐box regression and deep transfer learning

(2020) Jie Shen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Vision-Based Construction Worker Activity Analysis Informed by Body Posture

(2020) Dominic Roberts et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Automated Methods for Activity Recognition of Construction Workers and Equipment: State-of-the-Art Review

(2020) Behnam Sherafat et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Construction machine pose prediction considering historical motions and activity attributes using gated recurrent unit (GRU)

(2020) Han Luo et al.   AUTOMATION IN CONSTRUCTION

Human-object interaction recognition for automatic construction site safety inspection

(2020) Shuai Tang et al.   AUTOMATION IN CONSTRUCTION

Synthesizing Pose Sequences from 3D Assets for Vision-Based Activity Analysis

(2020) Wilfredo Torres Calderon et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Vision-Based Framework for Automatic Progress Monitoring of Precast Walls by Using Surveillance Videos during the Construction Phase

(2020) Zhichen Wang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Scene understanding in construction and buildings using image processing methods: A comprehensive review and a case study

(2020) Mehrdad Arashpour et al.   Journal of Building Engineering

Activity recognition of construction equipment using fractional random forest

(2020) Armin Kassemi Langroodi 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

Analysis of the rate of convergence of fully connected deep neural network regression estimates with smooth activation function

(2020) Sophie Langer   JOURNAL OF MULTIVARIATE ANALYSIS

Excavation Safety Modeling Approach Using BIM and VPL

(2019) Numan Khan et al.   Advances in Civil Engineering

A vision-based marker-less pose estimation system for articulated construction robots

(2019) Ci-Jyun Liang et al.   AUTOMATION IN CONSTRUCTION

End-to-end vision-based detection, tracking and activity analysis of earthmoving equipment filmed at ground level

(2019) Dominic Roberts et al.   AUTOMATION IN CONSTRUCTION

Times-series data augmentation and deep learning for construction equipment activity recognition

(2019) Khandakar M. Rashid et al.   ADVANCED ENGINEERING INFORMATICS

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

(2019) Jixiu Wu et al.   AUTOMATION IN CONSTRUCTION

Damage Prevention for underground utilities using machine guidance

(2019) Waqas Arshad Tanoli et al.   AUTOMATION IN CONSTRUCTION

Full body pose estimation of construction equipment using computer vision and deep learning techniques

(2019) Han Luo et al.   AUTOMATION IN CONSTRUCTION

Dynamic, Data-Driven Decision-Support Approach for Construction Equipment Acquisition and Disposal

(2019) Chang Liu et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Manufacturing cost estimation based on a deep-learning method

(2019) Fangwei Ning et al.   JOURNAL OF MANUFACTURING SYSTEMS

Softmax regression based deep sparse autoencoder network for facial emotion recognition in human-robot interaction

(2018) Luefeng Chen et al.   INFORMATION SCIENCES

Detecting Construction Equipment Using a Region-Based Fully Convolutional Network and Transfer Learning

(2018) Hongjo Kim et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Dynamic Modeling of Multifactor Construction Productivity for Equipment-Intensive Activities

(2018) Nima Gerami Seresht et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Dynamic Modeling of Multifactor Construction Productivity for Equipment-Intensive Activities

(2018) Nima Gerami Seresht et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Camera marker networks for articulated machine pose estimation

(2018) Chen Feng 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

Vision-based estimation of excavator manipulator pose for automated grading control

(2018) Jiaqi Xu et al.   AUTOMATION IN CONSTRUCTION

Framework of Automated Construction-Safety Monitoring Using Cloud-Enabled BIM and BLE Mobile Tracking Sensors

(2017) JeeWoong Park et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Framework of Automated Construction-Safety Monitoring Using Cloud-Enabled BIM and BLE Mobile Tracking Sensors

(2017) JeeWoong Park et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT