Dataset and benchmark for detecting moving objects in construction sites

Image segmentation of underfloor scenes using a mask regions convolutional neural network with two-stage transfer learning

(2020) Gary A. Atkinson 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

Construction activity recognition with convolutional recurrent networks

(2020) Trevor Slaton 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

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

(2019) Jixiu Wu et al.   AUTOMATION IN CONSTRUCTION

Instance-level recognition and quantification for concrete surface bughole based on deep learning

(2019) Fujia Wei 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

A deep learning-based method for detecting non-certified work on construction sites

(2018) Qi Fang et al.   ADVANCED ENGINEERING INFORMATICS

Detecting non-hardhat-use by a deep learning method from far-field surveillance videos

(2018) Qi Fang 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

Remote proximity monitoring between mobile construction resources using camera-mounted UAVs

(2018) Daeho Kim et al.   AUTOMATION IN CONSTRUCTION

Segmentation and recognition of roadway assets from car-mounted camera video streams using a scalable non-parametric image parsing method

(2015) Vahid Balali 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

Hardhat-Wearing Detection for Enhancing On-Site Safety of Construction Workers

(2015) Man-Woo Park 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

The Pascal Visual Object Classes Challenge: A Retrospective

(2014) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Improved Visual Hook Capturing and Tracking for Precision Hoisting of Tower Crane

(2013) Yanming Li et al.   Advances in Mechanical Engineering

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

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Visualization of Construction Progress Monitoring with 4D Simulation Model Overlaid on Time-Lapsed Photographs

(2009) Mani Golparvar-Fard et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING