Research on Digital Twin Construction and Safety Management Application of Inland Waterway Based on 3D Video Fusion
The digital twin can reconstruct the scenes of real traffic operation of inland waterways in virtual space, giving birth to new ideas for the digital transformation and upgrading of water safety management. Aiming at the problems of video fragmentation, sub-system data separation and untimely emerge...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2021-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/9502678/ |
| _version_ | 1818576073835675648 |
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| author | Zhaohui Wu Changxing Ren Xiaobo Wu Liang Wang Lin Zhu Ziyi Lv |
| author_facet | Zhaohui Wu Changxing Ren Xiaobo Wu Liang Wang Lin Zhu Ziyi Lv |
| author_sort | Zhaohui Wu |
| collection | DOAJ |
| description | The digital twin can reconstruct the scenes of real traffic operation of inland waterways in virtual space, giving birth to new ideas for the digital transformation and upgrading of water safety management. Aiming at the problems of video fragmentation, sub-system data separation and untimely emergency response in the current inland waterway safety monitoring, this paper proposes a new method for reconstructing and applying a digital twin of inland waterways based on 3D video fusion which consists of four parts: (1) Combining drone tilt photography and BIM modeling technology to construct a three-dimensional scene model of inland waterways; (2) Proposing a multi-channel video three-dimensional registration and rendering method to integrate in real time discrete surveillance videos of different angles of view with three-dimensional scene model to establish the spatial correlation between different video images in the scene; (3) Integrating multi-source IoT sensing data to form a scene of digital twin of inland waterways; (4) Exploring innovative application methods for water safety management based on digital twins to meet the water safety management requirements and business logic of inland waterways. A certain segment of the Changhu Shen Line was selected for demonstration and application. The application results show that the construction and application of digital twins for inland waterways combined with 3D video reduces the pressure on managers to understand real-time video footage and improves the efficiency of daily monitoring, evidence collection, and emergency response. |
| first_indexed | 2024-12-15T00:49:17Z |
| format | Article |
| id | doaj.art-fdd5f5ca737f4b499a472a8952573b2f |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-15T00:49:17Z |
| publishDate | 2021-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-fdd5f5ca737f4b499a472a8952573b2f2022-12-21T22:41:27ZengIEEEIEEE Access2169-35362021-01-01910914410915610.1109/ACCESS.2021.31016539502678Research on Digital Twin Construction and Safety Management Application of Inland Waterway Based on 3D Video FusionZhaohui Wu0https://orcid.org/0000-0001-9026-1930Changxing Ren1Xiaobo Wu2Liang Wang3Lin Zhu4Ziyi Lv5China Academy of Transportation Sciences, Beijing, ChinaZhejiang Port and Shipping Administration, Hangzhou, ChinaChina Academy of Transportation Sciences, Beijing, ChinaChina Academy of Transportation Sciences, Beijing, ChinaChina Academy of Transportation Sciences, Beijing, ChinaChina Academy of Transportation Sciences, Beijing, ChinaThe digital twin can reconstruct the scenes of real traffic operation of inland waterways in virtual space, giving birth to new ideas for the digital transformation and upgrading of water safety management. Aiming at the problems of video fragmentation, sub-system data separation and untimely emergency response in the current inland waterway safety monitoring, this paper proposes a new method for reconstructing and applying a digital twin of inland waterways based on 3D video fusion which consists of four parts: (1) Combining drone tilt photography and BIM modeling technology to construct a three-dimensional scene model of inland waterways; (2) Proposing a multi-channel video three-dimensional registration and rendering method to integrate in real time discrete surveillance videos of different angles of view with three-dimensional scene model to establish the spatial correlation between different video images in the scene; (3) Integrating multi-source IoT sensing data to form a scene of digital twin of inland waterways; (4) Exploring innovative application methods for water safety management based on digital twins to meet the water safety management requirements and business logic of inland waterways. A certain segment of the Changhu Shen Line was selected for demonstration and application. The application results show that the construction and application of digital twins for inland waterways combined with 3D video reduces the pressure on managers to understand real-time video footage and improves the efficiency of daily monitoring, evidence collection, and emergency response.https://ieeexplore.ieee.org/document/9502678/Digital twininland waterwaysafety managementvideo fusionsafety managementinland waterway |
| spellingShingle | Zhaohui Wu Changxing Ren Xiaobo Wu Liang Wang Lin Zhu Ziyi Lv Research on Digital Twin Construction and Safety Management Application of Inland Waterway Based on 3D Video Fusion IEEE Access Digital twin inland waterway safety management video fusion safety management inland waterway |
| title | Research on Digital Twin Construction and Safety Management Application of Inland Waterway Based on 3D Video Fusion |
| title_full | Research on Digital Twin Construction and Safety Management Application of Inland Waterway Based on 3D Video Fusion |
| title_fullStr | Research on Digital Twin Construction and Safety Management Application of Inland Waterway Based on 3D Video Fusion |
| title_full_unstemmed | Research on Digital Twin Construction and Safety Management Application of Inland Waterway Based on 3D Video Fusion |
| title_short | Research on Digital Twin Construction and Safety Management Application of Inland Waterway Based on 3D Video Fusion |
| title_sort | research on digital twin construction and safety management application of inland waterway based on 3d video fusion |
| topic | Digital twin inland waterway safety management video fusion safety management inland waterway |
| url | https://ieeexplore.ieee.org/document/9502678/ |
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