TY - GEN
T1 - Drone-Based Image Processing for Construction Site Safety, Transportation, and Progress Management
AU - Yi, Wen
AU - Qu, Xiaobo
N1 - Publisher Copyright:
© 2021, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
PY - 2021/6
Y1 - 2021/6
N2 - Construction plays a pivotal role in securing prosperity in many countries through the deployment of new infrastructure, as the need to deliver higher-quality products more efficiently and safely is stronger than ever. Current construction management primarily relies on human assessment due to lack of automated project data collection, communication or distribution of important information, and is often reactive to accidents, inefficiencies, and progress delays. This study will tackle these problems by developing a methodological framework on automated tracking, inspection, and monitoring to increase accessibility, efficiency and safety to improve infrastructure project delivery, which integrates cost-effective unmanned aerial vehicles (UAVs, or drones) data collection, real-time analysis and segmentation of UAV visual data, and proactive dynamic planning.
AB - Construction plays a pivotal role in securing prosperity in many countries through the deployment of new infrastructure, as the need to deliver higher-quality products more efficiently and safely is stronger than ever. Current construction management primarily relies on human assessment due to lack of automated project data collection, communication or distribution of important information, and is often reactive to accidents, inefficiencies, and progress delays. This study will tackle these problems by developing a methodological framework on automated tracking, inspection, and monitoring to increase accessibility, efficiency and safety to improve infrastructure project delivery, which integrates cost-effective unmanned aerial vehicles (UAVs, or drones) data collection, real-time analysis and segmentation of UAV visual data, and proactive dynamic planning.
UR - http://www.scopus.com/inward/record.url?scp=85111402196&partnerID=8YFLogxK
U2 - 10.1007/978-981-16-2324-0_3
DO - 10.1007/978-981-16-2324-0_3
M3 - Conference article published in proceeding or book
AN - SCOPUS:85111402196
SN - 9789811623233
T3 - Smart Innovation, Systems and Technologies
SP - 21
EP - 26
BT - Smart Transportation Systems 2021 - Proceedings of 4th KES-STS International Symposium
A2 - Qu, Xiaobo
A2 - Zhen, Lu
A2 - Howlett, Robert J.
A2 - Jain, Lakhmi C.
PB - Springer Science and Business Media Deutschland GmbH
T2 - 4th International Symposium on Smart Transportation Systems, KES-STS 2021
Y2 - 14 June 2021 through 16 June 2021
ER -