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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Main Author: Sivakumar Niroshinee
Other Authors: Mohammed Yakoob Siyal
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/172677
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Institution: Nanyang Technological University
Language: English
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spelling 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
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
spellingShingle Engineering::Electrical and electronic engineering
Sivakumar Niroshinee
An intelligent transportation system for smart nations
description 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
publisher Nanyang Technological University
publishDate 2023
url https://hdl.handle.net/10356/172677
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