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Chapter Machine Learning-Based Construction Planning and Forecasting Model

Author:Keser Ahmet Esat, Tokdemir Onur Behza
Publisher:Firenze University Press
Abstract: Construction planning and scheduling are crucial aspects of project management that require a lot o…

Chapter Automated Extraction of Bridge Gradient from Drawings Using Deep Learning

Author:Bayer Hakan, Faltin Benedikt, König Marku
Publisher:Firenze University Press
Abstract: Digital methods such as Building Information Modeling (BIM) can be leveraged, to improve the effici…

Chapter Predicting Mental Workload of Using Exoskeletons for Construction Work: A Deep Learning Approach

Author:Akanmu Abiola, Afolabi Adedeji, Okunola Akinwal
Publisher:Firenze University Press
Abstract: Exoskeletons are gaining attention as a potential solution for addressing low back injury in the co…

Chapter Deep Learning Based Pose Estimation of Scaffold Fall Accident Safety Monitoring

Author:Lee Seungsoo, Son Seongwoo, Aung Pa Pa Win, Park Minsoo, Park Seunghe
Publisher:Firenze University Press
Abstract: According to the Ministry of Manpower, falling and slipping accidents are one of the most common ac…

Chapter Identifying Hazards in Construction Sites Using Deep Learning-Based Multimodal with CCTV Data

Author:Son Seongwoo, Quoc Tran Dai, Jeon Yuntae, Park Minsoo, Park Seunghe
Publisher:Firenze University Press
Abstract: The use of closed-circuit television (CCTV) for safety monitoring is crucial for reducing accidents…

Chapter Deep Learning-Based Pose Estimation for Identifying Potential Fall Hazards of Construction Worker

Author:Lee Seungsoo, Choi Woonggyu, Park Minsoo, Jeon Yuntae, Quoc Tran Dai, Park Seunghe
Publisher:Firenze University Press
Abstract: Fall from height (FFH) is one of the major causes of injury and fatalities in construction industry…

Chapter Efficient Data Curation Using Active Learning for a Video-Based Fire Detection

Author:Joshi Keyur, Dietrich Philip, Aziz Angelina, König Marku
Publisher:Firenze University Press
Abstract: Video-based fire detection is a crucial object detection problem that relies on accurate and reliab…

Cities, Autonomy, and Decentralization in Japan

Author:Hein Carola, Pelletier Philippe
Publisher:esponsibilityPublisher
Abstract: Adding a new perspective to the current literature on decentralization in Japan, Cities, Autonomy a…

Chapter A Comparative Study of Deep Learning Models for Symbol Detection in Technical Drawings

Author:Gann Damaris, Faltin Benedikt, König Marku
Publisher:Firenze University Press
Abstract: Symbols are a universal way to convey complex information in technical drawings since they can repr…

Chapter Semi-Automated Visual Quality Control Inspection During Construction or Renovation of Railways Using Deep Learning Techniques and Augmented R…

Author:Gounaridou Apostolia, Pantraki Evangelia, Dimitriadis Vasileios, Tsakiris Athanasios, Ioannidis Dimosthenis, Tzovaras Dimitrio
Publisher:Firenze University Press
Abstract: The construction industry stands to greatly benefit from the technological advancements in deep lea…
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