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Computer Vision Applications in Intelligent Transportation Systems: A . . . The present review, which brings together research from various sources, aims to show how computer vision techniques can help transportation systems to become smarter by presenting a holistic picture of the literature on different CV applications in the ITS context
The Role of Computer Vision in Traffic Management Systems Computer vision enables intelligent transportation systems (ITS) to monitor conditions, detect incidents, and optimize traffic flow dynamically This paper explores the transformative impact of computer vision on traffic management, highlighting its benefits, applications, and challenges
Literature Review: Computer Vision Applications in Transportation . . . Computer vision applications in transportation logistics and warehousing have a huge potential for process automation We present a structured literature review on research in the field to help leverage this potential
Computer Vision Techniques in Intelligent Transportation Systems . . . Due to the attractive price-to-performance ratio for imaging sensors, computer vision techniques have become increasingly important for ITS, especially for different autonomous transport devices in the on-going transportation revolution
Knowledge Guided Visual Transformers for Intelligent Transportation . . . Abstract: We present a novel approach for addressing computer vision tasks in intelligent transportation systems, with a strong focus on data security during training through federated learning Our method leverages visual transformers, training multiple models for each image
How computer vision is making the transport sector more efficient and . . . Using people detection models, cameras are now used to monitor traffic flows, queues, serve times and congestions The data output and insights generated from video analytics can be used to optimize staffing, capacity planning and schedules