Automation in Construction - February 2023

Published:	February 2023

Articles in this Issue

Author(s)	Title	Page(s)
Robayo-Salazar, Rafael / Mejía de Gutiérrez, Ruby / Villaquirán-Caicedo, Mónica A. / Arjona, Silvio Delvasto	3D printing with cementitious materials: Challenges and opportunities for the construction sector	104693
Zhou, Yunxiang / Ji, Ankang / Zhang, Limao / Xue, Xiaolong	Attention-enhanced sampling point cloud network (ASPCNet) for efficient 3D tunnel semantic segmentation	104667
Zhang, Jianqi / Yang, Xu / Wang, Wei / Guan, Jinchao / Ding, Ling / Lee, Vincent C. S.	Automated guided vehicles and autonomous mobile robots for recognition and tracking in civil engineering	104699
Li, Mingkai / Liu, Yuhan / Wong, Billy C. L. / Gan, Vincent J. L. / Cheng, Jack C. P.	Automated structural design optimization of steel reinforcement using graph neural network and exploratory genetic algorithms	104677
Yuan, Xinxing / Smith, Alan / Moreu, Fernando / Sarlo, Rodrigo / Lippitt, Christopher D. / Hojati, Maryam / Alampalli, Sreenivas / Zhang, Su	Automatic evaluation of rebar spacing and quality using LiDAR data: Field application for bridge structural assessment	104708
Liu, Zhuo / Pan, Shuo / Gao, Zhiwei / Chen, Ning / Li, Feng / Wang, Linbing / Hou, Yue	Automatic intelligent recognition of pavement distresses with limited dataset using generative adversarial networks	104674
Luo, Wenting / Qin, Yong / Li, Qingquan / Zhang, Dejin / Li, Lin	Automatic mileage positioning for road inspection using binocular stereo vision system and global navigation satellite system	104705
Liu, Zhen / Yeoh, Justin K. W. / Gu, Xingyu / Dong, Qiao / Chen, Yihan / Wu, Wenxiu / Wang, Lutai / Wang, Danyu	Automatic pixel-level detection of vertical cracks in asphalt pavement based on GPR investigation and improved mask R-CNN	104689
Liu, Zhen / Gu, Xingyu / Chen, Jiaqi / Wang, Danyu / Chen, Yihan / Wang, Lutai	Automatic recognition of pavement cracks from combined GPR B-scan and C-scan images using multiscale feature fusion deep neural networks	104698
Chen, Chen / Xiao, Bo / Zhang, Yuxuan / Zhu, Zhenhua	Automatic vision-based calculation of excavator earthmoving productivity using zero-shot learning activity recognition	104702
Gordon, Matthew / Batallé, Anna / De Wolf, Catherine / Sollazzo, Aldo / Dubor, Alexandre / Wang, Tong	Automating building element detection for deconstruction planning and material reuse: A case study	104697
Chen, Xuyang / Wang, Lintao / Cai, Jie / Liu, Feixiang / Yang, Huayong / Zhu, Yi	Autonomous recognition and positioning of shield segments based on red, green, blue and depth information	104687
Liu, Chi-Yun / Chou, Jui-Sheng	Bayesian-optimized deep learning model to segment deterioration patterns underneath bridge decks photographed by unmanned aerial vehicle	104666
Zhao, Xinge / Cheah, Chien Chern	BIM-based indoor mobile robot initialization for construction automation using object detection	104647
Jiang, Shang / Wu, Yanqi / Zhang, Jian	Bridge coating inspection based on two-stage automatic method and collision-tolerant unmanned aerial system	104685
Zhang, Zijing / Nisbet, Nicholas / Ma, Ling / Broyd, Tim	Capabilities of rule representations for automated compliance checking in healthcare buildings	104688
Ercan Jenny, Selen / Pietrasik, Lukasz L. / Sounigo, Eliott / Tsai, Ping-Hsun / Gramazio, Fabio / Kohler, Matthias / Lloret-Fritschi, Ena / Hutter, Marco	Continuous Mobile Thin-Layer On-Site Printing	104634
Fu, Xianlei / Wu, Maozhi / Tiong, Robert Lee Kong / Zhang, Limao	Data-driven real-time advanced geological prediction in tunnel construction using a hybrid deep learning approach	104672
Mayer, Zoe / Kahn, James / Hou, Yu / Götz, Markus / Volk, Rebekka / Schultmann, Frank	Deep learning approaches to building rooftop thermal bridge detection from aerial images	104690
Zhou, Shanglian / Canchila, Carlos / Song, Wei	Deep learning-based crack segmentation for civil infrastructure: data types, architectures, and benchmarked performance	104678
Bi, Minghao / He, Yunzhen / Li, Zhi / Lee, Ting-Uei / Xie, Yi Min	Design and construction of kinetic structures based on elastica strips	104659
Xie, Xiang / Merino, Jorge / Moretti, Nicola / Pauwels, Pieter / Chang, Janet Yoon / Parlikad, Ajith	Digital twin enabled fault detection and diagnosis process for building HVAC systems	104695
Fu, Bochao / Gao, Yuqing / Wang, Wei	Dual generative adversarial networks for automated component layout design of steel frame-brace structures	104661
Cheng, Min-Yuan / Khasani, Riqi Radian / Setiono, Kent	Image quality enhancement using HybridGAN for automated railway track defect recognition	104669
Hong, Tzu-Chieh Kurt / Economou, Athanassios	Implementation of shape embedding in 2D CAD systems	104640
Jiang, Yali / Yang, Gang / Li, Haijiang / Zhang, Tian	Knowledge driven approach for smart bridge maintenance using big data mining	104673
Liu, Huajie / Wang, Dadong / Xu, Ke / Zhou, Peng / Zhou, Dongdong	Lightweight convolutional neural network for counting densely piled steel bars	104692
Um, Jumyung / Park, Joung min / Park, Seo yeon / Yilmaz, Gokcen	Low-cost mobile augmented reality service for building information modeling	104662
Asghari, Vahid / Kazemi, Mohammad Hossein / Duan, Huan-Feng / Hsu, Shu-Chien / Keramat, Alireza	Machine learning modeling for spectral transient-based leak detection	104686
Lopez, Alfonso / Ogayar, Carlos J. / Jurado, Juan M. / Feito, Francisco R.	Metaheuristics for the optimization of Terrestrial LiDAR set-up	104675
Elazouni, Ashraf / Gajpal, Yuvraj / Fares, Ali	Negotiating win-win payment terms between construction contractors and subcontractors	104676
Yang, Liming / Sepasgozar, Samad M. E. / Shirowzhan, Sara / Kashani, Alireza / Edwards, David	Nozzle criteria for enhancing extrudability, buildability and interlayer bonding in 3D printing concrete	104671
El Hakea, Ayman H. / Fakhr, Mohamed W.	Recent computer vision applications for pavement distress and condition assessment	104664
Chen, Ke / Zhou, Huixing / Shan, Xiaowei	Rotation-control device for construction cranes with nested PID control	104704
Yin, Huan / Lin, Zhiyi / Yeoh, Justin K. W.	Semantic localization on BIM-generated maps using a 3D LiDAR sensor	104641
Ji, Ankang / Zhou, Yunxiang / Zhang, Limao / Tiong, Robert L. K. / Xue, Xiaolong	Semi-supervised learning-based point cloud network for segmentation of 3D tunnel scenes	104668
Huang, Lei / Zhu, Zihan / Zou, Zhengbo	To imitate or not to imitate: Boosting reinforcement learning-based construction robotic control for long-horizon tasks using virtual demonstrations	104691
Yang, Meng / Wu, Chengke / Guo, Yuanjun / Jiang, Rui / Zhou, Feixiang / Zhang, Jianlin / Yang, Zhile	Transformer-based deep learning model and video dataset for unsafe action identification in construction projects	104703
Wu, Tao / Hou, Shitong / Sun, Weihao / Shi, Jing / Yang, Fujun / Zhang, Jian / Wu, Gang / He, Xiaoyuan	Visual measurement method for three-dimensional shape of underwater bridge piers considering multirefraction correction	104706

About this
data sheet
IssueID
68691
Published on:
10/12/2022
Last updated on:
20/06/2024

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Automation in Construction - February 2023

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Automation in Construction - February 2023

Articles in this Issue

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