Development of an Image Data Set of Construction Machines for Deep Learning Object Detection-Reference-Cited by-同舟云学术

Development of an Image Data Set of Construction Machines for Deep Learning Object Detection

Published:2021-03 Issue:2 Volume:35 Page:05020005
ISSN:0887-3801
Container-title:Journal of Computing in Civil Engineering
language:en
Short-container-title:J. Comput. Civ. Eng.

Author:

Xiao Bo¹,Kang Shih-Chung²

Affiliation:

1. Ph.D. Candidate, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6G 2R3.

2. Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6G 2R3 (corresponding author).

Publisher

American Society of Civil Engineers (ASCE)

Subject

Computer Science Applications,Civil and Structural Engineering

Link

http://ascelibrary.org/doi/pdf/10.1061/%28ASCE%29CP.1943-5487.0000945

Reference54 articles.

1. Appalaraju S. and V. Chaoji. 2017. “Image similarity using deep CNN and curriculum learning.” Preprint submitted September 26 2017. http://arxiv.org/abs/1709.08761.

2. Arabi S. A. Haghighat and A. Sharma. 2019. “A deep learning based solution for construction equipment detection: From development to deployment.” Preprint submitted March 26 2019. http://arxiv.org/abs/1904.09021.

3. The future of construction automation: Technological disruption and the upcoming ubiquity of robotics

4. Work experiences on MTurk: Job satisfaction, turnover, and information sharing

5. Automated vision tracking of project related entities

Cited by 100 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Automated detection of exterior cladding material in urban area from street view images using deep learning;Journal of Building Engineering;2024-11

2. Vision-Based Detection of Unsafe Worker Guardrail Climbing Based on Posture and Instance Segmentation Data Fusion;Journal of Construction Engineering and Management;2024-11

3. Automatic Vision-Based Dump Truck Productivity Measurement Based on Deep-Learning Illumination Enhancement for Low-Visibility Harsh Construction Environment;Journal of Construction Engineering and Management;2024-11

4. Effectiveness of Image Augmentation Techniques on Detection of Building Characteristics from Street View Images Using Deep Learning;Journal of Construction Engineering and Management;2024-10

5. Image generation of hazardous situations in construction sites using text-to-image generative model for training deep neural networks;Automation in Construction;2024-10