TaniaBanerjee,XiaohuiHuang,AotianWu,KeChen,AnandRangarajan,SanjayRanka
Video Based Machine Learning for Traffic Intersections
Video Based Machine Learning for Traffic Intersections
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- More about Video Based Machine Learning for Traffic Intersections
Intelligent Transportation Systems (ITS) are developing to improve traffic flow and safety. Visualization software is being used to analyze intersection efficiency and safety, potentially identifying conflict situations and developing an early warning system for real-time conflicts.
Format: Hardback
Length: 168 pages
Publication date: 17 October 2023
Publisher: Taylor & Francis Ltd
Intelligent transportation systems (ITS) are a rapidly evolving field that aims to improve traffic flow, reduce congestion, and enhance safety on roads. However, the development and implementation of ITS technologies present several challenges that must be addressed.
One of the key challenges associated with ITS is the need for seamless integration of different technologies and systems. This requires collaboration among stakeholders, including transportation agencies, technology providers, and drivers. Another challenge is the high cost of implementing ITS technologies, which can be a barrier for many transportation agencies.
Despite these challenges, there are several promising developments in the field of ITS. For example, novel visualization software is being developed to serve traffic practitioners in analyzing the efficiency and safety of an intersection. This software can help identify potential conflict situations and develop an early warning system for real-time vehicle-vehicle and pedestrian-vehicle conflicts.
Another promising development is the use of connected vehicles, which can communicate with each other and with infrastructure to improve traffic flow and reduce congestion. Connected vehicles can also provide drivers with real-time information about traffic conditions, which can help them make informed decisions about their routes.
In conclusion, the development and implementation of ITS technologies present several challenges, but they also offer significant opportunities to improve traffic flow, reduce congestion, and enhance safety on roads. By collaborating among stakeholders and leveraging innovative technologies, we can build a more efficient and safer transportation system for the future.
Weight: 517g
Dimension: 234 x 156 (mm)
ISBN-13: 9781032542263
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