{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T09:06:58Z","timestamp":1775207218861,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":60,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,9,14]],"date-time":"2022-09-14T00:00:00Z","timestamp":1663113600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,9,14]]},"DOI":"10.1145\/3549555.3549594","type":"proceedings-article","created":{"date-parts":[[2022,10,7]],"date-time":"2022-10-07T16:14:01Z","timestamp":1665159241000},"page":"103-110","source":"Crossref","is-referenced-by-count":12,"title":["A survey for image based methods in construction: from images to digital twins"],"prefix":"10.1145","author":[{"given":"Ilias","family":"Koulalis","sequence":"first","affiliation":[{"name":"Informatics and Telematics Institute, The Centre for Research & Technology, Hellas, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nikolaos","family":"Dourvas","sequence":"additional","affiliation":[{"name":"Informatics and Telematics Institute, The Centre for Research & Technology, Hellas, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Theocharis","family":"Triantafyllidis","sequence":"additional","affiliation":[{"name":"Informatics and Telematics Institute, The Centre for Research & Technology, Hellas, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Konstantinos","family":"Ioannidis","sequence":"additional","affiliation":[{"name":"Informatics and Telematics Institute, The Centre for Research & Technology, Hellas, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stefanos","family":"Vrochidis","sequence":"additional","affiliation":[{"name":"Informatics and Telematics Institute, The Centre for Research & Technology, Hellas, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ioannis","family":"Kompatsiaris","sequence":"additional","affiliation":[{"name":"Informatics and Telematics Institute, The Centre for Research & Technology, Hellas, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,10,7]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1016\/j.ssci.2017.10.026","article-title":"Assessing on-site construction personnel hazard perception in a Middle Eastern developing country: An interactive graphical approach","volume":"103","author":"Abbas Mohamad","year":"2018","unstructured":"Mohamad Abbas , Bahaa\u00a0Eddine Mneymneh , and Hiam Khoury . 2018 . Assessing on-site construction personnel hazard perception in a Middle Eastern developing country: An interactive graphical approach . Safety Science 103 (2018), 183 \u2013 196 . Mohamad Abbas, Bahaa\u00a0Eddine Mneymneh, and Hiam Khoury. 2018. Assessing on-site construction personnel hazard perception in a Middle Eastern developing country: An interactive graphical approach. Safety Science 103(2018), 183\u2013196.","journal-title":"Safety Science"},{"key":"e_1_3_2_1_2_1","first-page":"1307","article-title":"How to Set Up the Pillars of Digital Twins Technology in Our Business","volume":"9","author":"Asem\u00a0Salah Abusohyon Islam","year":"2021","unstructured":"Islam Asem\u00a0Salah Abusohyon , Alberto Crupi , Faezeh Bagheri , and Flavio Tonelli . 2021 . How to Set Up the Pillars of Digital Twins Technology in Our Business : Entities, Challenges and Solutions. Processes 9 , 8 (2021), 1307 . Islam Asem\u00a0Salah Abusohyon, Alberto Crupi, Faezeh Bagheri, and Flavio Tonelli. 2021. How to Set Up the Pillars of Digital Twins Technology in Our Business: Entities, Challenges and Solutions. Processes 9, 8 (2021), 1307.","journal-title":"Entities, Challenges and Solutions. Processes"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1016\/j.measurement.2018.02.062","article-title":"Reconstruction of extreme topography from UAV structure from motion photogrammetry","volume":"121","author":"Agueera-Vega Francisco","year":"2018","unstructured":"Francisco Agueera-Vega , Fernando Carvajal-Ramirez , Patricio Martinez-Carricondo , Juli\u00e1n S\u00e1nchez-Hermosilla L\u00f3pez , Francisco\u00a0Javier Mesas-Carrascosa , Alfonso Garcia-Ferrer , and Fernando\u00a0Juan P\u00e9rez-Porras . 2018 . Reconstruction of extreme topography from UAV structure from motion photogrammetry . Measurement 121 (2018), 127 \u2013 138 . Francisco Agueera-Vega, Fernando Carvajal-Ramirez, Patricio Martinez-Carricondo, Juli\u00e1n S\u00e1nchez-Hermosilla L\u00f3pez, Francisco\u00a0Javier Mesas-Carrascosa, Alfonso Garcia-Ferrer, and Fernando\u00a0Juan P\u00e9rez-Porras. 2018. Reconstruction of extreme topography from UAV structure from motion photogrammetry. Measurement 121(2018), 127\u2013138.","journal-title":"Measurement"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"crossref","first-page":"103989","DOI":"10.1016\/j.autcon.2021.103989","article-title":"Structural crack detection using deep convolutional neural networks","volume":"133","author":"Ali Raza","year":"2022","unstructured":"Raza Ali , Joon\u00a0Huang Chuah , Mohamad Sofian\u00a0Abu Talip , Norrima Mokhtar , and Muhammad\u00a0Ali Shoaib . 2022 . Structural crack detection using deep convolutional neural networks . Automation in Construction 133 (2022), 103989 . Raza Ali, Joon\u00a0Huang Chuah, Mohamad Sofian\u00a0Abu Talip, Norrima Mokhtar, and Muhammad\u00a0Ali Shoaib. 2022. Structural crack detection using deep convolutional neural networks. Automation in Construction 133 (2022), 103989.","journal-title":"Automation in Construction"},{"key":"e_1_3_2_1_5_1","volume-title":"https:\/\/intandem.autodesk.com\/","author":"Tandem Autodesk","year":"2022","unstructured":"Autodesk. 2022. Autodesk Tandem . ( 2022 ). https:\/\/intandem.autodesk.com\/ Autodesk. 2022. Autodesk Tandem. (2022). https:\/\/intandem.autodesk.com\/"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/11744023_32"},{"key":"e_1_3_2_1_7_1","volume-title":"An Open Platform for Infrastructure Digital Twins: How Bentley Systems","year":"2021","unstructured":"Bentley. 2021. An Open Platform for Infrastructure Digital Twins: How Bentley Systems \u2019 iTwin Platform is Enabling a Digital Twin Ecosystem for the World\u2019s Infrastructure . ( 2021 ). Bentley. 2021. An Open Platform for Infrastructure Digital Twins: How Bentley Systems\u2019 iTwin Platform is Enabling a Digital Twin Ecosystem for the World\u2019s Infrastructure. (2021)."},{"key":"e_1_3_2_1_8_1","volume-title":"Advances in Materials","author":"Broekman A","unstructured":"A Broekman , GJ Jordaan , 2020. Digital twinning of asphalt pavement surfacings using Visual Simultaneous Localization and Mapping . In Advances in Materials and Pavement Performance Prediction II. CRC Press , 97\u2013100. A Broekman, GJ Jordaan, 2020. Digital twinning of asphalt pavement surfacings using Visual Simultaneous Localization and Mapping. In Advances in Materials and Pavement Performance Prediction II. CRC Press, 97\u2013100."},{"key":"e_1_3_2_1_9_1","volume-title":"BiNet: Bridge Visual Inspection Dataset and Approach for Damage Detection. In International Conference of the European Association on Quality Control of Bridges and Structures. Springer, 1027\u20131034","author":"Bukhsh A","year":"2021","unstructured":"Zaharah\u00a0 A Bukhsh , Andrej An\u017elin , and Irina Stipanovi\u0107 . 2021 . BiNet: Bridge Visual Inspection Dataset and Approach for Damage Detection. In International Conference of the European Association on Quality Control of Bridges and Structures. Springer, 1027\u20131034 . Zaharah\u00a0A Bukhsh, Andrej An\u017elin, and Irina Stipanovi\u0107. 2021. BiNet: Bridge Visual Inspection Dataset and Approach for Damage Detection. In International Conference of the European Association on Quality Control of Bridges and Structures. Springer, 1027\u20131034."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12334"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"crossref","first-page":"100134","DOI":"10.1016\/j.mlwa.2021.100134","article-title":"Deep learning in computer vision: A critical review of emerging techniques and application scenarios","volume":"6","author":"Chai Junyi","year":"2021","unstructured":"Junyi Chai , Hao Zeng , Anming Li , and Eric\u00a0 WT Ngai . 2021 . Deep learning in computer vision: A critical review of emerging techniques and application scenarios . Machine Learning with Applications 6 (2021), 100134 . Junyi Chai, Hao Zeng, Anming Li, and Eric\u00a0WT Ngai. 2021. Deep learning in computer vision: A critical review of emerging techniques and application scenarios. Machine Learning with Applications 6 (2021), 100134.","journal-title":"Machine Learning with Applications"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.3390\/s20051459"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"crossref","first-page":"101332","DOI":"10.1016\/j.aei.2021.101332","article-title":"Digital Twins for the built environment: learning from conceptual and process models in manufacturing","volume":"49","author":"Manuel\u00a0Davila Delgado Juan","year":"2021","unstructured":"Juan Manuel\u00a0Davila Delgado and Lukumon Oyedele . 2021 . Digital Twins for the built environment: learning from conceptual and process models in manufacturing . Advanced Engineering Informatics 49 (2021), 101332 . Juan Manuel\u00a0Davila Delgado and Lukumon Oyedele. 2021. Digital Twins for the built environment: learning from conceptual and process models in manufacturing. Advanced Engineering Informatics 49 (2021), 101332.","journal-title":"Advanced Engineering Informatics"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"e_1_3_2_1_15_1","volume-title":"Proceedings of the IEEE\/CVF International Conference on Computer Vision. 2183\u20132191","author":"Dijk Tom\u00a0van","year":"2019","unstructured":"Tom\u00a0van Dijk and Guido\u00a0de Croon . 2019 . How do neural networks see depth in single images? . In Proceedings of the IEEE\/CVF International Conference on Computer Vision. 2183\u20132191 . Tom\u00a0van Dijk and Guido\u00a0de Croon. 2019. How do neural networks see depth in single images?. In Proceedings of the IEEE\/CVF International Conference on Computer Vision. 2183\u20132191."},{"key":"e_1_3_2_1_16_1","volume-title":"Fast feature pyramids for object detection","author":"Doll\u00e1r Piotr","year":"2014","unstructured":"Piotr Doll\u00e1r , Ron Appel , Serge Belongie , and Pietro Perona . 2014. Fast feature pyramids for object detection . IEEE transactions on pattern analysis and machine intelligence 36, 8( 2014 ), 1532\u20131545. Piotr Doll\u00e1r, Ron Appel, Serge Belongie, and Pietro Perona. 2014. Fast feature pyramids for object detection. IEEE transactions on pattern analysis and machine intelligence 36, 8(2014), 1532\u20131545."},{"key":"e_1_3_2_1_17_1","volume-title":"2011 3rd international conference on computer research and development, Vol.\u00a04. ieee, 25\u201329","author":"Du Shan","year":"2011","unstructured":"Shan Du , Mohamed Shehata , and Wael Badawy . 2011 . Hard hat detection in video sequences based on face features, motion and color information . In 2011 3rd international conference on computer research and development, Vol.\u00a04. ieee, 25\u201329 . Shan Du, Mohamed Shehata, and Wael Badawy. 2011. Hard hat detection in video sequences based on face features, motion and color information. In 2011 3rd international conference on computer research and development, Vol.\u00a04. ieee, 25\u201329."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2017.09.018"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.vlsi.2019.07.005"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"crossref","unstructured":"Yasutaka Furukawa and Carlos Hern\u00e1ndez. 2015. Multi-view stereo: A tutorial. Foundations and Trends\u00ae in Computer Graphics and Vision 9 1-2(2015) 1\u2013148.  Yasutaka Furukawa and Carlos Hern\u00e1ndez. 2015. Multi-view stereo: A tutorial. Foundations and Trends\u00ae in Computer Graphics and Vision 9 1-2(2015) 1\u2013148.","DOI":"10.1561\/0600000052"},{"key":"e_1_3_2_1_21_1","volume-title":"Switzerland) 11","author":"Hammoudi Karim","year":"2011","unstructured":"Karim Hammoudi and Fadi Dornaika . 2011. A Featureless Approach to 3D Polyhedral Building Modeling from Aerial Images. Sensors (Basel , Switzerland) 11 ( 2011 ), 228 \u2013 259. Karim Hammoudi and Fadi Dornaika. 2011. A Featureless Approach to 3D Polyhedral Building Modeling from Aerial Images. Sensors (Basel, Switzerland) 11 (2011), 228 \u2013 259."},{"key":"e_1_3_2_1_22_1","volume-title":"Image-based 3D object reconstruction: State-of-the-art and trends in the deep learning era","author":"Han Xian-Feng","year":"2019","unstructured":"Xian-Feng Han , Hamid Laga , and Mohammed Bennamoun . 2019. Image-based 3D object reconstruction: State-of-the-art and trends in the deep learning era . IEEE transactions on pattern analysis and machine intelligence 43, 5( 2019 ), 1578\u20131604. Xian-Feng Han, Hamid Laga, and Mohammed Bennamoun. 2019. Image-based 3D object reconstruction: State-of-the-art and trends in the deep learning era. IEEE transactions on pattern analysis and machine intelligence 43, 5(2019), 1578\u20131604."},{"key":"e_1_3_2_1_23_1","volume-title":"2020 11th IEEE International Conference on Cognitive Infocommunications (CogInfoCom). IEEE, 000115\u2013000120","author":"Kaarlela Tero","year":"2020","unstructured":"Tero Kaarlela , Sakari Piesk\u00e4 , and Tomi Pitk\u00e4aho . 2020 . Digital twin and virtual reality for safety training . In 2020 11th IEEE International Conference on Cognitive Infocommunications (CogInfoCom). IEEE, 000115\u2013000120 . Tero Kaarlela, Sakari Piesk\u00e4, and Tomi Pitk\u00e4aho. 2020. Digital twin and virtual reality for safety training. In 2020 11th IEEE International Conference on Cognitive Infocommunications (CogInfoCom). IEEE, 000115\u2013000120."},{"key":"e_1_3_2_1_24_1","volume-title":"Deep learning. nature 521, 7553","author":"LeCun Yann","year":"2015","unstructured":"Yann LeCun , Yoshua Bengio , and Geoffrey Hinton . 2015. Deep learning. nature 521, 7553 ( 2015 ), 436\u2013444. Yann LeCun, Yoshua Bengio, and Geoffrey Hinton. 2015. Deep learning. nature 521, 7553 (2015), 436\u2013444."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1016\/j.jmsy.2021.05.011","article-title":"Digital twins-based smart manufacturing system design in Industry 4.0: A review","volume":"60","author":"Leng Jiewu","year":"2021","unstructured":"Jiewu Leng , Dewen Wang , Weiming Shen , Xinyu Li , Qiang Liu , and Xin Chen . 2021 . Digital twins-based smart manufacturing system design in Industry 4.0: A review . Journal of manufacturing systems 60 (2021), 119 \u2013 137 . Jiewu Leng, Dewen Wang, Weiming Shen, Xinyu Li, Qiang Liu, and Xin Chen. 2021. Digital twins-based smart manufacturing system design in Industry 4.0: A review. Journal of manufacturing systems 60 (2021), 119\u2013137.","journal-title":"Journal of manufacturing systems"},{"key":"e_1_3_2_1_26_1","unstructured":"Kang Li Xiaoguang Zhao Jiang Bian and Min Tan. 2018. Automatic safety helmet wearing detection. arXiv preprint arXiv:1802.00264(2018).  Kang Li Xiaoguang Zhao Jiang Bian and Min Tan. 2018. Automatic safety helmet wearing detection. arXiv preprint arXiv:1802.00264(2018)."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"crossref","first-page":"103961","DOI":"10.1016\/j.autcon.2021.103961","article-title":"Digital twin-driven virtual sensor approach for safe construction operations of trailing suction hopper dredger","volume":"132","author":"Li Mingchao","year":"2021","unstructured":"Mingchao Li , Qiaorong Lu , Shuo Bai , Mengxi Zhang , Huijing Tian , and Liang Qin . 2021 . Digital twin-driven virtual sensor approach for safe construction operations of trailing suction hopper dredger . Automation in Construction 132 (2021), 103961 . Mingchao Li, Qiaorong Lu, Shuo Bai, Mengxi Zhang, Huijing Tian, and Liang Qin. 2021. Digital twin-driven virtual sensor approach for safe construction operations of trailing suction hopper dredger. Automation in Construction 132 (2021), 103961.","journal-title":"Automation in Construction"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10602-1_48"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1631\/FITEE.2000068"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46448-0_2"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"crossref","unstructured":"YT Liu YN Yang W Chao XY Xu and Tao Zhang. 2019. Research on Surface Defect Detection Based on Semantic Segmentation. DEStech Trans. Comput. Sci. Eng(2019).  YT Liu YN Yang W Chao XY Xu and Tao Zhang. 2019. Research on Surface Defect Detection Based on Semantic Segmentation. DEStech Trans. Comput. Sci. Eng(2019).","DOI":"10.12783\/dtcse\/aicae2019\/31504"},{"key":"e_1_3_2_1_32_1","volume-title":"Digital twin-based safety evaluation of prestressed steel structure. Advances in Civil Engineering 2020","author":"Liu Zhansheng","year":"2020","unstructured":"Zhansheng Liu , Wenyan Bai , Xiuli Du , Anshan Zhang , Zezhong Xing , and Antong Jiang . 2020. Digital twin-based safety evaluation of prestressed steel structure. Advances in Civil Engineering 2020 ( 2020 ). Zhansheng Liu, Wenyan Bai, Xiuli Du, Anshan Zhang, Zezhong Xing, and Antong Jiang. 2020. Digital twin-based safety evaluation of prestressed steel structure. Advances in Civil Engineering 2020 (2020)."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000029664.99615.94"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"crossref","unstructured":"Bahaa\u00a0Eddine Mneymneh Mohamad Abbas and Hiam Khoury. 2017. Automated hardhat detection for construction safety applications. Procedia engineering 196(2017) 895\u2013902.  Bahaa\u00a0Eddine Mneymneh Mohamad Abbas and Hiam Khoury. 2017. Automated hardhat detection for construction safety applications. Procedia engineering 196(2017) 895\u2013902.","DOI":"10.1016\/j.proeng.2017.08.022"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2020.103085"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2018.03.012"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"crossref","first-page":"103940","DOI":"10.1016\/j.autcon.2021.103940","article-title":"Computer vision applications in construction: Current state, opportunities & challenges","volume":"132","author":"Paneru Suman","year":"2021","unstructured":"Suman Paneru and Idris Jeelani . 2021 . Computer vision applications in construction: Current state, opportunities & challenges . Automation in Construction 132 (2021), 103940 . Suman Paneru and Idris Jeelani. 2021. Computer vision applications in construction: Current state, opportunities & challenges. Automation in Construction 132 (2021), 103940.","journal-title":"Automation in Construction"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CO.1943-7862.0000974"},{"key":"e_1_3_2_1_39_1","volume-title":"2019 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, Automation and Mechatronics (RAM). IEEE, 47\u201352","author":"Ping Guiju","year":"2019","unstructured":"Guiju Ping and Han Wang . 2019 . 3D Reconstruction from A Single Image . In 2019 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, Automation and Mechatronics (RAM). IEEE, 47\u201352 . Guiju Ping and Han Wang. 2019. 3D Reconstruction from A Single Image. In 2019 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, Automation and Mechatronics (RAM). IEEE, 47\u201352."},{"key":"e_1_3_2_1_40_1","volume-title":"Sensors and smart structures technologies for civil, mechanical, and aerospace systems","author":"Prasanna Prateek","year":"2012","unstructured":"Prateek Prasanna , Kristin Dana , Nenad Gucunski , and Basily Basily . 2012. Computer-vision based crack detection and analysis . In Sensors and smart structures technologies for civil, mechanical, and aerospace systems 2012 , Vol.\u00a08345. SPIE , 1143\u20131148. Prateek Prasanna, Kristin Dana, Nenad Gucunski, and Basily Basily. 2012. Computer-vision based crack detection and analysis. In Sensors and smart structures technologies for civil, mechanical, and aerospace systems 2012, Vol.\u00a08345. SPIE, 1143\u20131148."},{"key":"e_1_3_2_1_41_1","volume-title":"Proceedings of the International Symposium on Automation and Robotics in Construction, Vol.\u00a038","author":"Reja Varun\u00a0Kumar","year":"2021","unstructured":"Varun\u00a0Kumar Reja , Parth Bhadaniya , Koshy Varghese , and Quang Ha . 2021 . Vision-Based Progress Monitoring of Building Structures Using Point-Intensity Approach. In ISARC . Proceedings of the International Symposium on Automation and Robotics in Construction, Vol.\u00a038 . IAARC Publications, 349\u2013356. Varun\u00a0Kumar Reja, Parth Bhadaniya, Koshy Varghese, and Quang Ha. 2021. Vision-Based Progress Monitoring of Building Structures Using Point-Intensity Approach. In ISARC. Proceedings of the International Symposium on Automation and Robotics in Construction, Vol.\u00a038. IAARC Publications, 349\u2013356."},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"crossref","first-page":"104245","DOI":"10.1016\/j.autcon.2022.104245","article-title":"Computer vision-based construction progress monitoring","volume":"138","author":"Reja Varun\u00a0Kumar","year":"2022","unstructured":"Varun\u00a0Kumar Reja , Koshy Varghese , and Quang\u00a0Phuc Ha . 2022 . Computer vision-based construction progress monitoring . Automation in Construction 138 (2022), 104245 . Varun\u00a0Kumar Reja, Koshy Varghese, and Quang\u00a0Phuc Ha. 2022. Computer vision-based construction progress monitoring. Automation in Construction 138 (2022), 104245.","journal-title":"Automation in Construction"},{"key":"e_1_3_2_1_43_1","volume-title":"Faster r-cnn: Towards real-time object detection with region proposal networks. Advances in neural information processing systems 28","author":"Ren Shaoqing","year":"2015","unstructured":"Shaoqing Ren , Kaiming He , Ross Girshick , and Jian Sun . 2015. Faster r-cnn: Towards real-time object detection with region proposal networks. Advances in neural information processing systems 28 ( 2015 ). Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun. 2015. Faster r-cnn: Towards real-time object detection with region proposal networks. Advances in neural information processing systems 28 (2015)."},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2010.07.003"},{"key":"e_1_3_2_1_45_1","volume-title":"2016 IEEE\/WIC\/ACM International Conference on Web Intelligence Workshops (WIW). IEEE, 135\u2013142","author":"Rubaiyat HM","year":"2016","unstructured":"Abu\u00a0 HM Rubaiyat , Tanjin\u00a0 T Toma , Masoumeh Kalantari-Khandani , Syed\u00a0 A Rahman , Lingwei Chen , Yanfang Ye , and Christopher\u00a0 S Pan . 2016 . Automatic detection of helmet uses for construction safety . In 2016 IEEE\/WIC\/ACM International Conference on Web Intelligence Workshops (WIW). IEEE, 135\u2013142 . Abu\u00a0HM Rubaiyat, Tanjin\u00a0T Toma, Masoumeh Kalantari-Khandani, Syed\u00a0A Rahman, Lingwei Chen, Yanfang Ye, and Christopher\u00a0S Pan. 2016. Automatic detection of helmet uses for construction safety. In 2016 IEEE\/WIC\/ACM International Conference on Web Intelligence Workshops (WIW). IEEE, 135\u2013142."},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.445"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2015\/721380","article-title":"Hard-hat detection for construction safety visualization","volume":"2015","author":"Shrestha Kishor","year":"2015","unstructured":"Kishor Shrestha , Pramen\u00a0 P Shrestha , Dinesh Bajracharya , and Evangelos\u00a0 A Yfantis . 2015 . Hard-hat detection for construction safety visualization . Journal of Construction Engineering 2015 , 1 (2015), 1 \u2013 8 . Kishor Shrestha, Pramen\u00a0P Shrestha, Dinesh Bajracharya, and Evangelos\u00a0A Yfantis. 2015. Hard-hat detection for construction safety visualization. Journal of Construction Engineering 2015, 1 (2015), 1\u20138.","journal-title":"Journal of Construction Engineering"},{"key":"e_1_3_2_1_48_1","volume-title":"Building information modelling framework: A research and delivery foundation for industry stakeholders. Automation in construction 18, 3","author":"Succar Bilal","year":"2009","unstructured":"Bilal Succar . 2009. Building information modelling framework: A research and delivery foundation for industry stakeholders. Automation in construction 18, 3 ( 2009 ), 357\u2013375. Bilal Succar. 2009. Building information modelling framework: A research and delivery foundation for industry stakeholders. Automation in construction 18, 3 (2009), 357\u2013375."},{"key":"e_1_3_2_1_49_1","volume-title":"Computer vision: algorithms and applications","author":"Szeliski Richard","unstructured":"Richard Szeliski . 2010. Computer vision: algorithms and applications . Springer Science & Business Media . Richard Szeliski. 2010. Computer vision: algorithms and applications. Springer Science & Business Media."},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2018.03.037"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"crossref","first-page":"102894","DOI":"10.1016\/j.autcon.2019.102894","article-title":"Automatic detection of hardhats worn by construction personnel: A deep learning approach and benchmark dataset","volume":"106","author":"Wu Jixiu","year":"2019","unstructured":"Jixiu Wu , Nian Cai , Wenjie Chen , Huiheng Wang , and Guotian Wang . 2019 . Automatic detection of hardhats worn by construction personnel: A deep learning approach and benchmark dataset . Automation in Construction 106 (2019), 102894 . Jixiu Wu, Nian Cai, Wenjie Chen, Huiheng Wang, and Guotian Wang. 2019. Automatic detection of hardhats worn by construction personnel: A deep learning approach and benchmark dataset. Automation in Construction 106 (2019), 102894.","journal-title":"Automation in Construction"},{"key":"e_1_3_2_1_52_1","volume-title":"2018 IEEE International Conference on Progress in Informatics and Computing (PIC). IEEE, 430\u2013434","author":"Xie Zaipeng","year":"2018","unstructured":"Zaipeng Xie , Hanxiang Liu , Zewen Li , and Yuechao He . 2018 . A convolutional neural network based approach towards real-time hard hat detection . In 2018 IEEE International Conference on Progress in Informatics and Computing (PIC). IEEE, 430\u2013434 . Zaipeng Xie, Hanxiang Liu, Zewen Li, and Yuechao He. 2018. A convolutional neural network based approach towards real-time hard hat detection. In 2018 IEEE International Conference on Progress in Informatics and Computing (PIC). IEEE, 430\u2013434."},{"key":"e_1_3_2_1_53_1","volume-title":"Applications of Digital Image Processing XXVIII, Vol.\u00a05909","author":"Xu B","unstructured":"B Xu and Y Huang . 2005. Automatic inspection of pavement cracking distress . In Applications of Digital Image Processing XXVIII, Vol.\u00a05909 . SPIE , 590901. B Xu and Y Huang. 2005. Automatic inspection of pavement cracking distress. In Applications of Digital Image Processing XXVIII, Vol.\u00a05909. SPIE, 590901."},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539957"},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12297"},{"key":"e_1_3_2_1_56_1","volume-title":"2016 IEEE international conference on image processing (ICIP). IEEE, 3708\u20133712","author":"Zhang Lei","year":"2016","unstructured":"Lei Zhang , Fan Yang , Yimin\u00a0Daniel Zhang , and Ying\u00a0Julie Zhu . 2016 . Road crack detection using deep convolutional neural network . In 2016 IEEE international conference on image processing (ICIP). IEEE, 3708\u20133712 . Lei Zhang, Fan Yang, Yimin\u00a0Daniel Zhang, and Ying\u00a0Julie Zhu. 2016. Road crack detection using deep convolutional neural network. In 2016 IEEE international conference on image processing (ICIP). IEEE, 3708\u20133712."},{"key":"e_1_3_2_1_57_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2020.105183"},{"key":"e_1_3_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2019.102919"},{"key":"e_1_3_2_1_59_1","unstructured":"Zhenhua Zhu Man-Woo Park and Nehad Elsafty. 2015. Automated monitoring of hardhats wearing for onsite safety enhancement. (2015).  Zhenhua Zhu Man-Woo Park and Nehad Elsafty. 2015. Automated monitoring of hardhats wearing for onsite safety enhancement. (2015)."},{"key":"e_1_3_2_1_60_1","unstructured":"Ale\u0161 \u017dnidari\u010d Maja Kreslin Andrej An\u017elin and Andar\u017e Krivic. 2020. Detection of Delaminated and Cracked Concrete with Unmanned Aerial Vehicles. Routes\/Roads 386(2020).  Ale\u0161 \u017dnidari\u010d Maja Kreslin Andrej An\u017elin and Andar\u017e Krivic. 2020. Detection of Delaminated and Cracked Concrete with Unmanned Aerial Vehicles. Routes\/Roads 386(2020)."}],"event":{"name":"CBMI 2022: International Conference on Content-based Multimedia Indexing","location":"Graz Austria","acronym":"CBMI 2022"},"container-title":["International Conference on Content-based Multimedia Indexing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3549555.3549594","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3549555.3549594","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:00:12Z","timestamp":1750186812000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3549555.3549594"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,14]]},"references-count":60,"alternative-id":["10.1145\/3549555.3549594","10.1145\/3549555"],"URL":"https:\/\/doi.org\/10.1145\/3549555.3549594","relation":{},"subject":[],"published":{"date-parts":[[2022,9,14]]}}}