Fazal Mehnaz Ara, Zafreen Zasia, Sajin Mehrab Hossain, Maisha Umaiya Ahmed, Salem Mohammed Sadeq, Noor Jannatun
Computing for Sustainability and Social Good (C2SG) Research Group, United International University, Dhaka, Bangladesh.
Department of Computer Science and Engineering, School of Data and Sciences, Brac University, Dhaka, Bangladesh.
Sci Rep. 2024 Dec 28;14(1):31196. doi: 10.1038/s41598-024-82345-3.
In the twenty-first century, maritime routes are crucial for geographical and financial reasons in riverine countries. Compared to the available technology abroad, Bangladesh has insufficient monitoring of water vessels to tackle any possible disaster, such as vessel collisions for inland water transportation. One of the frequent outcomes of this architecture is regular capsizing, which sometimes leads to loss of lives. These accidents bear physical and economic costs, which are detrimental for a third-world country like Bangladesh. Considering this important issue, we attempted to develop an effective system to make river travel safe. In this study, our focus was on Bangladesh's inland waterway transportation, particularly at night. We proposed a system with the help of laser technology that tracks both the host ship and its surrounding vessels and provides real-time tracking positions. Cameras are used to monitor the vessel's movement. The diameter of the laser sphere is the primary source of data to work on for our proposed model, which is annotated using image processing. The control room will monitor data in the real-time setup, and data will be updated automatically. This proposal was presented through modeling and simulation based on laser detection and identification.
在21世纪,由于地理和经济原因,海上航线对河流国家至关重要。与国外现有的技术相比,孟加拉国对水上船只的监测不足,难以应对任何可能的灾难,如内河运输中的船只碰撞。这种情况经常导致船只定期倾覆,有时还会造成人员伤亡。这些事故带来了物质和经济损失,对孟加拉国这样的第三世界国家不利。考虑到这个重要问题,我们试图开发一个有效的系统来保障内河航行安全。在这项研究中,我们关注的是孟加拉国的内河运输,特别是夜间运输。我们借助激光技术提出了一个系统,该系统可以跟踪主船及其周围的船只,并提供实时跟踪位置。摄像头用于监控船只的移动。激光球体的直径是我们提出的模型进行数据处理的主要来源,这些数据通过图像处理进行标注。控制室将在实时设置中监控数据,并且数据将自动更新。该提议是通过基于激光检测和识别的建模与仿真提出的。