Vehicle Tracking Algorithm of Speed Estimation Based on Traffic Video Analysis
This method offers a solution for vehicle detection and movement analysis in real time or based on video fragments using. The algorithm effectively tracks vehicles and corrects errors that occur during data processing. The main focus is on assessing instantaneous speed, which is critical due to the high responsiveness of modern vehicles. This parameter helps evaluate driving aggressiveness on road sections, and the dynamics of starting from a stop line can aid in optimizing traffic light control. This approach aims to improve traffic flow management and can be applied in intelligent transportation systems and real-time systems.
Authors
- Alexandra F. Smyk
- M. V. Yashina (ORCID: https://orcid.org/0000-0001-8810-918X)
- Ya. A. Akilin
- V. V. Osada
Institutions
- Moscow Automobile and Road Construction State Technical University (RU)
Publication Details
- Published
- 2024-11-13
- DOI
- https://doi.org/10.1109/tirved63561.2024.10769800
- Citations
- 3
- Primary Topic
- Simulation and Modeling Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.98