Automation in Construction - February 2023

Published:	February 2023

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

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

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Automation in Construction - February 2023

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Automation in Construction - February 2023

Articles in this Issue

You have exceeded your monthly download limit! Structurae Plus subscribers can download 30 media files or data sets per month. Structurae Pro users are limited to 50.

Required Data

You have exceeded your monthly download limit!

Structurae Plus subscribers can download 30 media files or data sets per month.
Structurae Pro users are limited to 50.