Deep learning‐based object identification with instance segmentation and pseudo‐LiDAR point cloud for work zone safety

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

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

Asynchronous dual-pipeline deep learning framework for online data stream classification

(2020) Pedro Lara-Benítez et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Deep learning-based video surveillance system managed by low cost hardware and panoramic cameras

(2020) Jesus Benito-Picazo et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Background subtraction by probabilistic modeling of patch features learned by deep autoencoders

(2020) Jorge García-González et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

A Neural Network for Image Anomaly Detection with Deep Pyramidal Representations and Dynamic Routing

(2020) Pankaj Mishra et al.   International Journal of Neural Systems

Semi‐supervised learning based on convolutional neural network and uncertainty filter for façade defects classification

(2020) Jingjing Guo et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Multi-object tracking with discriminant correlation filter based deep learning tracker

(2019) Tao Yang et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

A convolutional neural‐network‐based pedestrian counting model for various crowded scenes

(2019) Jie Shen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Performing Multi-Target Regression via a Parameter Sharing-based Deep Network

(2019) Oscar Reyes et al.   International Journal of Neural Systems

Real-Time Vision-Based Warning System for Prevention of Collisions between Workers and Heavy Equipment

(2019) Hyojoo Son et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

A Survey on 3D Object Detection Methods for Autonomous Driving Applications

(2019) Eduardo Arnold et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Automated detection of workers and heavy equipment on construction sites: A convolutional neural network approach

(2018) Weili Fang et al.   ADVANCED ENGINEERING INFORMATICS

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

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

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

DeepEye: Deep convolutional network for pupil detection in real environments

(2018) F.J. Vera-Olmos et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

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

Performance Test of Wireless Technologies for Personnel and Equipment Proximity Sensing in Work Zones

(2016) JeeWoong Park et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Performance Test of Wireless Technologies for Personnel and Equipment Proximity Sensing in Work Zones

(2016) JeeWoong Park et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

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

(2015) Man-Woo Park et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

3D displacement measurement model for health monitoring of structures using a motion capture system

(2015) S.W. Park et al.   MEASUREMENT

A simplified nonlinear regression method for human height estimation in video surveillance

(2015) Shengzhe Li et al.   EURASIP Journal on Image and Video Processing

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

(2015) Man-Woo Park et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Vision meets robotics: The KITTI dataset

(2013) A Geiger et al.   INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH

Construction worker detection in video frames for initializing vision trackers

(2012) Man-Woo Park et al.   AUTOMATION IN CONSTRUCTION

Fast oriented bounding box optimization on the rotation groupSO(3,ℝ)

(2011) Chia-Tche Chang et al.   ACM TRANSACTIONS ON GRAPHICS