An intelligent transportation system for smart nations
Intelligent Transportation Systems (ITS) play a pivotal role in shaping the future of urban mobility. This project harnesses the power of MATLAB to create a sophisticated ITS framework capable of vehicle detection, counting, speed estimation, and image processing. Leveraging advanced computer vision...
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Nanyang Technological University
2023
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sg-ntu-dr.10356-1726772023-12-22T15:42:37Z An intelligent transportation system for smart nations Sivakumar Niroshinee Mohammed Yakoob Siyal School of Electrical and Electronic Engineering EYAKOOB@ntu.edu.sg Engineering::Electrical and electronic engineering Intelligent Transportation Systems (ITS) play a pivotal role in shaping the future of urban mobility. This project harnesses the power of MATLAB to create a sophisticated ITS framework capable of vehicle detection, counting, speed estimation, and image processing. Leveraging advanced computer vision techniques, the system processes video feeds from traffic cameras, accurately detecting vehicles, counting their numbers, and estimating their speeds. Through image segmentation and object recognition algorithms, the system ensures precise analysis, contributing to enhanced traffic management and road safety. MATLAB's computational capabilities enable real-time data processing, providing valuable insights into traffic patterns and facilitating data-driven decision-making. This project demonstrates the potential of MATLAB as a robust tool in the realm of Intelligent Transportation Systems, paving the way for smarter, safer, and more efficient urban transportation networks. Bachelor of Engineering (Electrical and Electronic Engineering) 2023-12-18T05:13:18Z 2023-12-18T05:13:18Z 2023 Final Year Project (FYP) Sivakumar Niroshinee (2023). An intelligent transportation system for smart nations. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/172677 https://hdl.handle.net/10356/172677 en P3018-221 application/pdf Nanyang Technological University |
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Engineering::Electrical and electronic engineering Sivakumar Niroshinee An intelligent transportation system for smart nations |
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Intelligent Transportation Systems (ITS) play a pivotal role in shaping the future of urban mobility. This project harnesses the power of MATLAB to create a sophisticated ITS framework capable of vehicle detection, counting, speed estimation, and image processing. Leveraging advanced computer vision techniques, the system processes video feeds from traffic cameras, accurately detecting vehicles, counting their numbers, and estimating their speeds. Through image segmentation and object recognition algorithms, the system ensures precise analysis, contributing to enhanced traffic management and road safety. MATLAB's computational capabilities enable real-time data processing, providing valuable insights into traffic patterns and facilitating data-driven decision-making. This project demonstrates the potential of MATLAB as a robust tool in the realm of Intelligent Transportation Systems, paving the way for smarter, safer, and more efficient urban transportation networks. |
author2 |
Mohammed Yakoob Siyal |
author_facet |
Mohammed Yakoob Siyal Sivakumar Niroshinee |
format |
Final Year Project |
author |
Sivakumar Niroshinee |
author_sort |
Sivakumar Niroshinee |
title |
An intelligent transportation system for smart nations |
title_short |
An intelligent transportation system for smart nations |
title_full |
An intelligent transportation system for smart nations |
title_fullStr |
An intelligent transportation system for smart nations |
title_full_unstemmed |
An intelligent transportation system for smart nations |
title_sort |
intelligent transportation system for smart nations |
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Nanyang Technological University |
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2023 |
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https://hdl.handle.net/10356/172677 |
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1787136531803144192 |